feat(simulation): Ran simulation with 10000

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
2024-11-28 16:13:37 +01:00
parent 6a4c2f26a8
commit 9347ece041
40 changed files with 1257 additions and 1309 deletions
--- a/experiments/No_Refresh_0_5s_ttl/details.csv
+++ b/experiments/No_Refresh_0_5s_ttl/details.csv
@@ -1,101 +1,101 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,1060,347,713,0,1,32.74,0.08679245283018867
+1,10164,3264,6900,0,1,32.11,0.08333333333333333
-2,3141,1878,1263,0,3,59.79,0.14804202483285578
+2,30898,18578,12320,0,3,60.13,0.14978315748592141
-3,1060,336,724,0,1,31.7,0.09245283018867924
+3,10319,3473,6846,0,1,33.66,0.08460122104855122
-4,1053,360,693,0,1,34.19,0.08072174738841406
+4,10227,3369,6858,0,1,32.94,0.08585117825364232
-5,2073,1033,1040,0,2,49.83,0.1297636275928606
+5,20692,10422,10270,0,2,50.37,0.12700560603131644
-6,1063,357,706,0,1,33.58,0.07714016933207903
+6,10238,3426,6812,0,1,33.46,0.08038679429576089
-7,5210,3700,1510,0,5,71.02,0.16756238003838772
+7,50801,36152,14649,0,5,71.16,0.17375642211767484
-8,1083,367,716,0,1,33.89,0.08033240997229917
+8,10299,3441,6858,0,1,33.41,0.08505680163122634
-9,1070,360,710,0,1,33.64,0.07570093457943926
+9,10045,3335,6710,0,1,33.2,0.08541562966650075
-10,1047,341,706,0,1,32.57,0.08118433619866285
+10,10202,3384,6818,0,1,33.17,0.08488531660458734
-11,2132,1070,1062,0,2,50.19,0.1299249530956848
+11,20511,10282,10229,0,2,50.13,0.12403100775193798
-12,1090,390,700,0,1,35.78,0.0908256880733945
+12,10254,3475,6779,0,1,33.89,0.08611273649307587
-13,1081,382,699,0,1,35.34,0.09250693802035152
+13,10221,3350,6871,0,1,32.78,0.07983563252127972
-14,1029,328,701,0,1,31.88,0.08843537414965986
+14,10269,3482,6787,0,1,33.91,0.07878079657220761
-15,2099,1040,1059,0,2,49.55,0.12720343020485947
+15,20454,10203,10251,0,2,49.88,0.12770118314266157
-16,2130,1100,1030,0,2,51.64,0.12347417840375587
+16,20508,10231,10277,0,2,49.89,0.1244392432221572
-17,1073,375,698,0,1,34.95,0.08294501397949673
+17,10279,3521,6758,0,1,34.25,0.08249829749975679
-18,1051,352,699,0,1,33.49,0.0960989533777355
+18,10194,3376,6818,0,1,33.12,0.08406906023150873
-19,3035,1795,1240,0,3,59.14,0.1456342668863262
+19,30646,18385,12261,0,3,59.99,0.14820857534425375
-20,1037,358,679,0,1,34.52,0.09064609450337512
+20,10194,3409,6785,0,1,33.44,0.0799489896017265
-21,1069,360,709,0,1,33.68,0.07015902712815715
+21,10342,3436,6906,0,1,33.22,0.0834461419454651
-22,1061,363,698,0,1,34.21,0.09707822808671066
+22,10296,3490,6806,0,1,33.9,0.08585858585858586
-23,1092,365,727,0,1,33.42,0.08058608058608059
+23,10327,3456,6871,0,1,33.47,0.07950033891740099
-24,2163,1112,1051,0,2,51.41,0.12528895053166897
+24,20516,10278,10238,0,2,50.1,0.12760772080327548
-25,1075,371,704,0,1,34.51,0.08093023255813954
+25,10143,3379,6764,0,1,33.31,0.08301291531105195
-26,1061,369,692,0,1,34.78,0.08294062205466542
+26,10291,3539,6752,0,1,34.39,0.08288796035370712
-27,1076,369,707,0,1,34.29,0.08364312267657993
+27,10308,3419,6889,0,1,33.17,0.08187815289095848
-28,5197,3680,1517,0,5,70.81,0.169905714835482
+28,50863,36244,14619,0,5,71.26,0.17623812987830054
-29,1065,359,706,0,1,33.71,0.07981220657276995
+29,10398,3502,6896,0,1,33.68,0.08001538757453357
-30,1033,343,690,0,1,33.2,0.08422071636011616
+30,10260,3445,6815,0,1,33.58,0.08206627680311891
-31,1013,306,707,0,1,30.21,0.07206317867719644
+31,10202,3387,6815,0,1,33.2,0.08508135659674573
-32,4160,2742,1418,0,4,65.91,0.1596153846153846
+32,41023,27361,13662,0,4,66.7,0.16866148258294128
-33,1072,353,719,0,1,32.93,0.08675373134328358
+33,10322,3435,6887,0,1,33.28,0.08157333850029064
-34,4331,2901,1430,0,4,66.98,0.17293927499422765
+34,41011,27379,13632,0,4,66.76,0.16644314939894175
-35,1046,334,712,0,1,31.93,0.07934990439770555
+35,10326,3416,6910,0,1,33.08,0.08270385434824715
-36,1050,348,702,0,1,33.14,0.08761904761904762
+36,10118,3314,6804,0,1,32.75,0.08183435461553666
-37,1120,393,727,0,1,35.09,0.09642857142857143
+37,10319,3481,6838,0,1,33.73,0.08527958135478245
-38,3135,1867,1268,0,3,59.55,0.1448165869218501
+38,30664,18354,12310,0,3,59.86,0.14929559092094966
-39,8478,6794,1684,0,8,80.14,0.19992922859164897
+39,81431,65050,16381,0,8,79.88,0.199015117092999
-40,1031,345,686,0,1,33.46,0.07953443258971872
+40,10255,3385,6870,0,1,33.01,0.07791321306679669
-41,4223,2808,1415,0,4,66.49,0.14965664219748995
+41,40971,27337,13634,0,4,66.72,0.1654340875253228
-42,4290,2887,1403,0,4,67.3,0.1606060606060606
+42,40942,27312,13630,0,4,66.71,0.16748082653509844
-43,2029,1024,1005,0,2,50.47,0.12222769837358305
+43,20292,10170,10122,0,2,50.12,0.12487679873841909
-44,1059,357,702,0,1,33.71,0.07743153918791312
+44,10156,3350,6806,0,1,32.99,0.08733753446238676
-45,1074,359,715,0,1,33.43,0.07728119180633147
+45,10135,3350,6785,0,1,33.05,0.08080907745436605
-46,1078,362,716,0,1,33.58,0.07142857142857142
+46,10343,3451,6892,0,1,33.37,0.08382480904959876
-47,10634,8863,1771,0,10,83.35,0.2097987586985142
+47,102500,85382,17118,0,10,83.3,0.21223414634146343
-48,1067,349,718,0,1,32.71,0.07685098406747891
+48,10067,3307,6760,0,1,32.85,0.0819509287771928
-49,1035,360,675,0,1,34.78,0.08985507246376812
+49,10166,3358,6808,0,1,33.03,0.08193979933110368
-50,1035,335,700,0,1,32.37,0.08019323671497584
+50,10056,3326,6730,0,1,33.07,0.08164280031821798
-51,5256,3753,1503,0,5,71.4,0.1767503805175038
+51,51319,36667,14652,0,5,71.45,0.17588027825951402
-52,9399,7660,1739,0,9,81.5,0.2014044047239068
+52,91635,74849,16786,0,9,81.68,0.20417962568887435
-53,1080,358,722,0,1,33.15,0.06666666666666667
+53,10173,3368,6805,0,1,33.11,0.08424260296864249
-54,1075,366,709,0,1,34.05,0.08930232558139535
+54,10262,3467,6795,0,1,33.78,0.07883453517832781
-55,1007,309,698,0,1,30.69,0.09930486593843098
+55,10337,3449,6888,0,1,33.37,0.08397020412111832
-56,1031,332,699,0,1,32.2,0.07856450048496605
+56,10101,3353,6748,0,1,33.19,0.08335808335808335
-57,1101,368,733,0,1,33.42,0.08537693006357856
+57,10262,3421,6841,0,1,33.34,0.08536347690508672
-58,17979,16087,1892,0,17,89.48,0.2267645586517604
+58,174175,155832,18343,0,17,89.47,0.22248313477824028
-59,2067,1009,1058,0,2,48.81,0.11320754716981132
+59,20618,10352,10266,0,2,50.21,0.1257638956251819
-60,1118,385,733,0,1,34.44,0.07692307692307693
+60,10328,3494,6834,0,1,33.83,0.08278466305189776
-61,27500,25538,1962,0,26,92.87,0.22876363636363636
+61,266787,247758,19029,0,26,92.87,0.23090330488367125
-62,1046,337,709,0,1,32.22,0.06405353728489484
+62,10000,3279,6721,0,1,32.79,0.0788
-63,1067,348,719,0,1,32.61,0.10684161199625117
+63,10189,3377,6812,0,1,33.14,0.08420846010403377
-64,2126,1052,1074,0,2,49.48,0.13734713076199437
+64,20440,10172,10268,0,2,49.77,0.1232876712328767
-65,1113,375,738,0,1,33.69,0.06558849955076371
+65,10310,3473,6837,0,1,33.69,0.08273520853540252
-66,10716,8952,1764,0,10,83.54,0.20296752519596864
+66,102534,85466,17068,0,10,83.35,0.20803830924376304
-67,1093,362,731,0,1,33.12,0.09881061299176579
+67,10261,3435,6826,0,1,33.48,0.085079426956437
-68,72910,70855,2055,0,69,97.18,0.23700452612810313
+68,706876,686965,19911,0,69,97.18,0.24237065623956677
-69,1070,373,697,0,1,34.86,0.10093457943925234
+69,10119,3373,6746,0,1,33.33,0.08577922719636327
-70,1041,365,676,0,1,35.06,0.08261287223823247
+70,10273,3450,6823,0,1,33.58,0.08575878516499562
-71,2094,1029,1065,0,2,49.14,0.12129894937917861
+71,20634,10362,10272,0,2,50.22,0.12537559368033344
-72,1094,358,736,0,1,32.72,0.08135283363802559
+72,10278,3468,6810,0,1,33.74,0.08085230589608873
-73,1086,358,728,0,1,32.97,0.072744014732965
+73,10291,3394,6897,0,1,32.98,0.0769604508794092
-74,1128,389,739,0,1,34.49,0.07801418439716312
+74,10479,3540,6939,0,1,33.78,0.08121003912587078
-75,3074,1815,1259,0,3,59.04,0.15517241379310345
+75,30802,18558,12244,0,3,60.25,0.15236023634828907
-76,2044,999,1045,0,2,48.87,0.12426614481409001
+76,20439,10245,10194,0,2,50.12,0.1278927540486325
-77,2144,1074,1070,0,2,50.09,0.11333955223880597
+77,20717,10394,10323,0,2,50.17,0.11956364338465994
-78,3206,1937,1269,0,3,60.42,0.14597629444791016
+78,30719,18398,12321,0,3,59.89,0.14867020410820664
-79,15808,13944,1864,0,15,88.21,0.20850202429149797
+79,153586,135511,18075,0,15,88.23,0.2179495526936049
-80,1045,353,692,0,1,33.78,0.07272727272727272
+80,10300,3417,6883,0,1,33.17,0.08067961165048544
-81,1027,344,683,0,1,33.5,0.09737098344693282
+81,10419,3484,6935,0,1,33.44,0.08273346770323448
-82,5309,3800,1509,0,5,71.58,0.17799962328122057
+82,51383,36765,14618,0,5,71.55,0.17768522663137615
-83,2121,1053,1068,0,2,49.65,0.12965582272512965
+83,20354,10144,10210,0,2,49.84,0.12533163014640858
-84,1066,354,712,0,1,33.21,0.09287054409005628
+84,10292,3409,6883,0,1,33.12,0.08268558103381267
-85,1034,322,712,0,1,31.14,0.0725338491295938
+85,10338,3422,6916,0,1,33.1,0.08299477655252467
-86,2027,1005,1022,0,2,49.58,0.11840157868771584
+86,20508,10245,10263,0,2,49.96,0.12497561927052857
-87,1106,381,725,0,1,34.45,0.08589511754068715
+87,10342,3445,6897,0,1,33.31,0.08470315219493328
-88,2056,997,1059,0,2,48.49,0.13764591439688717
+88,20517,10243,10274,0,2,49.92,0.1270653604328118
-89,1058,340,718,0,1,32.14,0.08034026465028356
+89,10273,3448,6825,0,1,33.56,0.08244913851844642
-90,1073,353,720,0,1,32.9,0.06616961789375582
+90,10215,3413,6802,0,1,33.41,0.07949094468918258
-91,2087,1024,1063,0,2,49.07,0.12697652132247245
+91,20496,10288,10208,0,2,50.2,0.12578064012490242
-92,2048,1009,1039,0,2,49.27,0.11279296875
+92,20630,10377,10253,0,2,50.3,0.12331555986427532
-93,3171,1908,1263,0,3,60.17,0.15641753390097762
+93,31006,18698,12308,0,3,60.3,0.15268012642714313
-94,1000,308,692,0,1,30.8,0.072
+94,10107,3281,6826,0,1,32.46,0.08419906995151875
-95,2119,1083,1036,0,2,51.11,0.11420481359131666
+95,20393,10194,10199,0,2,49.99,0.12484676114352965
-96,1026,353,673,0,1,34.41,0.09064327485380116
+96,10070,3403,6667,0,1,33.79,0.08262164846077458
-97,1015,323,692,0,1,31.82,0.07980295566502463
+97,10166,3356,6810,0,1,33.01,0.08253000196734211
-98,39278,37270,2008,0,37,94.89,0.23626457558938846
+98,378889,359467,19422,0,37,94.87,0.23680022381225108
-99,4158,2768,1390,0,4,66.57,0.17412217412217412
+99,41032,27373,13659,0,4,66.71,0.16894131409631508
-100,2084,1019,1065,0,2,48.9,0.12092130518234165
+100,20321,10085,10236,0,2,49.63,0.12686383544116922
--- a/experiments/No_Refresh_0_5s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_0_5s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.3273584905660377,0.26512968299711814
+1,0.32113341204250295,0.25949754901960786
-2,0.5978987583572111,0.2476038338658147
+2,0.6012686905301314,0.24911185272903436
-3,0.3169811320754717,0.2916666666666667
+3,0.33656362050586297,0.2513676936366254
-4,0.3418803418803419,0.2361111111111111
+4,0.32942211792314463,0.26061145740575836
-5,0.4983116256632899,0.26040658276863504
+5,0.5036729170693988,0.25215889464594127
-6,0.33584195672624645,0.22969187675070027
+6,0.3346356710294979,0.24022183304144776
-7,0.710172744721689,0.23594594594594595
+7,0.7116395346548297,0.244163531754813
-8,0.33887349953831947,0.23705722070844687
+8,0.33411010777745415,0.25457715780296425
-9,0.3364485981308411,0.225
+9,0.3320059731209557,0.2572713643178411
-10,0.3256924546322827,0.24926686217008798
+10,0.33169966673201334,0.2559101654846336
-11,0.50187617260788,0.2588785046728972
+11,0.5012919896640827,0.24742268041237114
-12,0.3577981651376147,0.25384615384615383
+12,0.3388921396528184,0.25410071942446044
-13,0.35337650323774283,0.2617801047120419
+13,0.32775657959103804,0.2435820895522388
-14,0.31875607385811466,0.2774390243902439
+14,0.3390787807965722,0.23233773693279725
-15,0.49547403525488326,0.2567307692307692
+15,0.4988266353769434,0.25600313633245125
-16,0.5164319248826291,0.2390909090909091
+16,0.49887848644431443,0.2494379826018962
-17,0.3494874184529357,0.23733333333333334
+17,0.34254304893472126,0.2408406702641295
-18,0.33491912464319695,0.2869318181818182
+18,0.3311752010986855,0.25385071090047395
-19,0.5914332784184514,0.24623955431754874
+19,0.5999151602166678,0.24704922491161274
-20,0.3452266152362584,0.26256983240223464
+20,0.33441239945065726,0.23907304194778528
-21,0.33676333021515437,0.20833333333333334
+21,0.33223747824405336,0.2511641443538999
-22,0.34213006597549483,0.2837465564738292
+22,0.338966588966589,0.2532951289398281
-23,0.3342490842490842,0.2410958904109589
+23,0.334656725089571,0.23755787037037038
-24,0.5141007859454462,0.24370503597122303
+24,0.5009748488984207,0.2547188168904456
-25,0.34511627906976744,0.23450134770889489
+25,0.3331361530119294,0.24918614974844627
-26,0.3477851083883129,0.23848238482384823
+26,0.34389272179574387,0.24102853913534897
-27,0.3429368029739777,0.24390243902439024
+27,0.3316841288319752,0.246855805791167
-28,0.7081008274004233,0.23994565217391303
+28,0.7125808544521558,0.24732369495640658
-29,0.3370892018779343,0.23676880222841226
+29,0.33679553760338526,0.23757852655625358
-30,0.33204259438528555,0.2536443148688047
+30,0.3357699805068226,0.2444121915820029
-31,0.3020730503455084,0.238562091503268
+31,0.3319937267202509,0.25627398878063185
-32,0.6591346153846154,0.24215900802334062
+32,0.666967311020647,0.25287818427689046
-33,0.3292910447761194,0.26345609065155806
+33,0.3327843441193567,0.24512372634643376
-34,0.6698222119602864,0.2581868321268528
+34,0.6676013752407891,0.24931516855984515
-35,0.3193116634799235,0.24850299401197604
+35,0.3308154173929886,0.25
-36,0.3314285714285714,0.26436781609195403
+36,0.3275350859853726,0.24984912492456246
-37,0.3508928571428571,0.2748091603053435
+37,0.3373388894272701,0.25280091927607007
-38,0.5955342902711324,0.24317086234600965
+38,0.5985520480041743,0.2494279176201373
-39,0.8013682472281198,0.24948483956432146
+39,0.798835824194717,0.2491314373558801
-40,0.33462657613967023,0.23768115942028986
+40,0.33008288639687955,0.23604135893648448
-41,0.6649301444470755,0.22507122507122507
+41,0.6672280393449025,0.24794234919705893
-42,0.6729603729603729,0.23865604433668167
+42,0.6670900297982512,0.2510618043350908
-43,0.5046821094135042,0.2421875
+43,0.5011827321111768,0.24916420845624385
-44,0.3371104815864023,0.22969187675070027
+44,0.329854273335959,0.26477611940298507
-45,0.33426443202979517,0.23119777158774374
+45,0.3305377405032067,0.24447761194029852
-46,0.3358070500927644,0.212707182320442
+46,0.3336556124915402,0.2512315270935961
-47,0.833458717321798,0.2517206363533792
+47,0.8329951219512195,0.2547843807828348
-48,0.3270852858481724,0.2349570200573066
+48,0.3284990563226383,0.24947081947384336
-49,0.34782608695652173,0.25833333333333336
+49,0.33031674208144796,0.24806432400238237
-50,0.32367149758454106,0.24776119402985075
+50,0.3307478122513922,0.24684305472038484
-51,0.714041095890411,0.24753530508926191
+51,0.7144917087238645,0.2461613985327406
-52,0.8149803170550058,0.24712793733681462
+52,0.8168167185027555,0.24996993947814933
-53,0.3314814814814815,0.2011173184357542
+53,0.33107244667256464,0.25445368171021376
-54,0.3404651162790698,0.26229508196721313
+54,0.33784837263691286,0.2333429477934814
-55,0.30685203574975173,0.32362459546925565
+55,0.33365579955499663,0.2516671498985213
-56,0.32201745877788557,0.24397590361445784
+56,0.33194733194733195,0.25111840143155384
-57,0.33424159854677565,0.2554347826086957
+57,0.3333658156304814,0.2560654779304297
-58,0.8947661160242505,0.2534344501771617
+58,0.8946863786421703,0.2486716463884183
-59,0.4881470730527334,0.2319127849355798
+59,0.5020855563100204,0.25048299845440497
-60,0.3443649373881932,0.22337662337662337
+60,0.33830364058869095,0.24470520892959358
-61,0.9286545454545454,0.2463387892552275
+61,0.9286734361119545,0.24863778364371686
-62,0.32217973231357555,0.19881305637982197
+62,0.3279,0.24031716986886245
-63,0.3261480787253983,0.3275862068965517
+63,0.331435862204338,0.254071661237785
-64,0.49482596425211667,0.27756653992395436
+64,0.49765166340508804,0.2477388910735352
-65,0.33692722371967654,0.19466666666666665
+65,0.33685741998060137,0.24560898358767635
-66,0.8353863381858903,0.24296246648793565
+66,0.8335381434451011,0.24958463014532095
-67,0.3311985361390668,0.2983425414364641
+67,0.3347626936945717,0.2541484716157205
-68,0.9718145659031683,0.24387834309505327
+68,0.9718324005907684,0.24939552961213454
-69,0.3485981308411215,0.289544235924933
+69,0.3333333333333333,0.2573376815890898
-70,0.3506243996157541,0.2356164383561644
+70,0.3358317920763166,0.2553623188405797
-71,0.49140401146131807,0.2468415937803693
+71,0.5021808665309683,0.24966222736923374
-72,0.3272394881170018,0.24860335195530725
+72,0.3374197314652656,0.23961937716262977
-73,0.3296500920810313,0.2206703910614525
+73,0.3298027402584783,0.23335297583971715
-74,0.3448581560283688,0.2262210796915167
+74,0.33781849413111936,0.2403954802259887
-75,0.5904359141184125,0.2628099173553719
+75,0.6024933445880137,0.25288285375579267
-76,0.48874755381604695,0.25425425425425424
+76,0.5012476148539556,0.2551488530990727
-77,0.5009328358208955,0.22625698324022347
+77,0.5017135685668774,0.23831056378680007
-78,0.6041796631316282,0.24161073825503357
+78,0.598912725023601,0.2482335036417002
-79,0.882085020242915,0.23637406769936892
+79,0.8823134921151667,0.2470205370781708
-80,0.33779904306220093,0.21529745042492918
+80,0.33174757281553396,0.24319578577699735
-81,0.3349561830574489,0.29069767441860467
+81,0.33438909684230733,0.24741676234213547
-82,0.7157656809191938,0.24868421052631579
+82,0.7155090204931592,0.24833401332789337
-83,0.49646393210749645,0.2611585944919278
+83,0.49837869706200255,0.2514787066246057
-84,0.3320825515947467,0.2796610169491525
+84,0.3312281383598912,0.2496333235552948
-85,0.3114119922630561,0.2329192546583851
+85,0.3310118011220739,0.25073056691992984
-86,0.4958066107548101,0.23880597014925373
+86,0.49956114686951436,0.2501708150317228
-87,0.3444846292947559,0.24934383202099739
+87,0.3331077161090698,0.2542815674891147
-88,0.48492217898832685,0.283851554663992
+88,0.4992445289272311,0.25451527872693547
-89,0.32136105860113423,0.25
+89,0.3356371069794607,0.24564965197215777
-90,0.32898415657036345,0.20113314447592068
+90,0.3341164953499755,0.23791385877527102
-91,0.490656444657403,0.2587890625
+91,0.501951600312256,0.25058320373250387
-92,0.49267578125,0.22893954410307235
+92,0.5030053320407174,0.24515755998843597
-93,0.6017029328287606,0.259958071278826
+93,0.6030445720183191,0.2531821585196278
-94,0.308,0.23376623376623376
+94,0.32462649648758285,0.2593721426394392
-95,0.511090136857008,0.2234533702677747
+95,0.49987740891482374,0.2497547577006082
-96,0.34405458089668617,0.26345609065155806
+96,0.33793445878848066,0.24449015574493094
-97,0.31822660098522165,0.25077399380804954
+97,0.33012000786936846,0.25
-98,0.9488772340750548,0.2489938288167427
+98,0.9487396044751893,0.24959453858073202
-99,0.6657046657046657,0.2615606936416185
+99,0.6671134724117762,0.2532422460088408
-100,0.48896353166986567,0.24730127576054955
+100,0.4962846316618277,0.2556271690629648
--- a/experiments/No_Refresh_0_5s_ttl/lambda_distribution.pdf
+++ b/experiments/No_Refresh_0_5s_ttl/lambda_distribution.pdf
--- a/experiments/No_Refresh_0_5s_ttl/lambda_vs_access_count.pdf
+++ b/experiments/No_Refresh_0_5s_ttl/lambda_vs_access_count.pdf
--- a/experiments/No_Refresh_0_5s_ttl/objects_in_cache_over_time.pdf
+++ b/experiments/No_Refresh_0_5s_ttl/objects_in_cache_over_time.pdf
--- a/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.45981069707251754,0.24812847494166054
+mean,0.4604085321620298,0.24888160993165884
-std,0.1784163653354017,0.02303421599819579
+std,0.1786893776002831,0.006148512551458182
-min,0.3020730503455084,0.19466666666666665
+min,0.32113341204250295,0.23233773693279725
-25%,0.3337018368087684,0.2360698198198198
+25%,0.3320029115207795,0.24563948487603743
-50%,0.34650586181228565,0.24698476555859195
+50%,0.3378334333840161,0.24952772480958216
-75%,0.5146835706797419,0.25914839632437936
+75%,0.5031722282978878,0.25319718039193106
-max,0.9718145659031683,0.3275862068965517
+max,0.9718324005907684,0.26477611940298507
--- a/experiments/No_Refresh_1_0s_ttl/details.csv
+++ b/experiments/No_Refresh_1_0s_ttl/details.csv
@@ -1,101 +1,101 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,8497,7552,945,0,8,88.88,0.4606331646463458
+1,10321,5191,5130,0,1,50.3,0.2558860575525627
-2,1059,533,526,0,1,50.33,0.24834749763928235
+2,20430,13645,6785,0,2,66.79,0.3350954478707783
-3,1114,579,535,0,1,51.97,0.2585278276481149
+3,40652,32482,8170,0,4,79.9,0.39936534487848074
-4,3208,2416,792,0,3,75.31,0.38154613466334164
+4,10296,5146,5150,0,1,49.98,0.24271561771561773
-5,1085,547,538,0,1,50.41,0.24792626728110598
+5,10144,5028,5116,0,1,49.57,0.2430993690851735
-6,72758,71706,1052,0,68,98.55,0.4781329888122268
+6,10255,5144,5111,0,1,50.16,0.24748902974158946
-7,5291,4397,894,0,5,83.1,0.4379134379134379
+7,10292,5137,5155,0,1,49.91,0.24319860085503303
-8,2045,1354,691,0,2,66.21,0.3212713936430318
+8,295834,285945,9889,0,29,96.66,0.4777848387947295
-9,1078,544,534,0,1,50.46,0.23840445269016697
+9,10192,5069,5123,0,1,49.74,0.25755494505494503
-10,1068,541,527,0,1,50.66,0.25842696629213485
+10,500429,490403,10026,0,49,98.0,0.4930909279837899
-11,1096,551,545,0,1,50.27,0.2527372262773723
+11,10248,5123,5125,0,1,49.99,0.24775565964090554
-12,6409,5485,924,0,6,85.58,0.44874395381494775
+12,10245,5132,5113,0,1,50.09,0.24509516837481699
-13,1052,528,524,0,1,50.19,0.2461977186311787
+13,10072,4994,5078,0,1,49.58,0.24344718030182685
-14,1047,521,526,0,1,49.76,0.25501432664756446
+14,10200,5096,5104,0,1,49.96,0.2513725490196078
-15,1067,534,533,0,1,50.05,0.24461105904404873
+15,10329,5187,5142,0,1,50.22,0.2589795720786136
-16,1004,488,516,0,1,48.61,0.2300796812749004
+16,10166,5054,5112,0,1,49.71,0.2506393861892583
-17,1034,511,523,0,1,49.42,0.26305609284332687
+17,922930,912814,10116,0,90,98.9,0.49657828871095316
-18,2189,1476,713,0,2,67.43,0.33805390589310186
+18,10196,5095,5101,0,1,49.97,0.24627304825421734
-19,1079,545,534,0,1,50.51,0.25301204819277107
+19,51302,42761,8541,0,5,83.35,0.4175080893532416
-20,3251,2439,812,0,3,75.02,0.3888034450938173
+20,20581,13739,6842,0,2,66.76,0.33351149118118656
-21,1035,504,531,0,1,48.7,0.24154589371980675
+21,10434,5292,5142,0,1,50.72,0.25886524822695034
-22,106777,105720,1057,0,100,99.01,0.4812178652706107
+22,173975,164325,9650,0,17,94.45,0.47176318436556974
-23,1052,524,528,0,1,49.81,0.2623574144486692
+23,10439,5281,5158,0,1,50.59,0.24877861864163234
-24,1093,556,537,0,1,50.87,0.25434583714547115
+24,10358,5228,5130,0,1,50.47,0.2560339833944777
-25,1091,550,541,0,1,50.41,0.24289642529789185
+25,30679,23015,7664,0,3,75.02,0.37823918641415955
-26,2158,1444,714,0,2,66.91,0.34615384615384615
+26,30612,22918,7694,0,3,74.87,0.37811969162419967
-27,1115,570,545,0,1,51.12,0.273542600896861
+27,20361,13574,6787,0,2,66.67,0.3323019498060017
-28,1026,496,530,0,1,48.34,0.23391812865497075
+28,10273,5165,5108,0,1,50.28,0.25902852136668936
-29,1148,601,547,0,1,52.35,0.25435540069686413
+29,20350,13555,6795,0,2,66.61,0.328992628992629
-30,1051,518,533,0,1,49.29,0.2445290199809705
+30,20492,13637,6855,0,2,66.55,0.33627757173531136
-31,4276,3424,852,0,4,80.07,0.3931244153414406
+31,20685,13825,6860,0,2,66.84,0.34072999758278943
-32,1082,549,533,0,1,50.74,0.2587800369685767
+32,10276,5197,5079,0,1,50.57,0.24815103152977813
-33,1047,520,527,0,1,49.67,0.25501432664756446
+33,10295,5207,5088,0,1,50.58,0.2541039339485187
-34,1070,542,528,0,1,50.65,0.25794392523364484
+34,418664,408677,9987,0,41,97.61,0.4910094968757763
-35,2102,1394,708,0,2,66.32,0.33206470028544244
+35,20556,13741,6815,0,2,66.85,0.3401926444833625
-36,3123,2337,786,0,3,74.83,0.3682356708293308
+36,61554,52775,8779,0,6,85.74,0.4230594274945576
-37,1086,544,542,0,1,50.09,0.2605893186003683
+37,10400,5252,5148,0,1,50.5,0.2570192307692308
-38,16017,15016,1001,0,15,93.75,0.4535181369794593
+38,234838,225035,9803,0,23,95.83,0.4802246655140991
-39,14803,13809,994,0,14,93.29,0.47882186043369585
+39,10238,5105,5133,0,1,49.86,0.2558116819691346
-40,1097,551,546,0,1,50.23,0.26071103008204194
+40,102360,93061,9299,0,10,90.92,0.45374169597499026
-41,9511,8550,961,0,9,89.9,0.43843970139838084
+41,10328,5215,5113,0,1,50.49,0.2555189775367932
-42,2122,1407,715,0,2,66.31,0.33176248821866167
+42,51435,42894,8541,0,5,83.39,0.41372606202002526
-43,1032,512,520,0,1,49.61,0.2315891472868217
+43,10152,5077,5075,0,1,50.01,0.2518715524034673
-44,1072,530,542,0,1,49.44,0.23507462686567165
+44,20511,13692,6819,0,2,66.75,0.339720150163327
-45,2067,1361,706,0,2,65.84,0.3217223028543783
+45,30442,22793,7649,0,3,74.87,0.3702450561723934
-46,4131,3282,849,0,4,79.45,0.3793270394577584
+46,20289,13470,6819,0,2,66.39,0.32815811523485633
-47,1018,503,515,0,1,49.41,0.2475442043222004
+47,10192,5118,5074,0,1,50.22,0.2588304552590267
-48,2107,1400,707,0,2,66.45,0.34219269102990035
+48,10400,5220,5180,0,1,50.19,0.2547115384615385
-49,2089,1375,714,0,2,65.82,0.32168501675442795
+49,10080,5026,5054,0,1,49.86,0.2427579365079365
-50,3203,2404,799,0,3,75.05,0.3999375585388698
+50,20564,13754,6810,0,2,66.88,0.3315989107177592
-51,8539,7589,950,0,8,88.87,0.43506265370652303
+51,10176,5069,5107,0,1,49.81,0.24597091194968554
-52,1011,490,521,0,1,48.47,0.24727992087042533
+52,10049,4935,5114,0,1,49.11,0.24559657677380833
-53,2127,1426,701,0,2,67.04,0.31969910672308416
+53,30768,23098,7670,0,3,75.07,0.37714508580343215
-54,1117,580,537,0,1,51.92,0.2739480752014324
+54,10058,4948,5110,0,1,49.19,0.24169815072579043
-55,1018,494,524,0,1,48.53,0.2593320235756385
+55,10202,5088,5114,0,1,49.87,0.2488727700450892
-56,1031,498,533,0,1,48.3,0.25897187196896215
+56,20279,13452,6827,0,2,66.33,0.3287637457468317
-57,3214,2411,803,0,3,75.02,0.3690105787181083
+57,10324,5212,5112,0,1,50.48,0.24961255327392484
-58,2074,1369,705,0,2,66.01,0.32690453230472516
+58,10168,5065,5103,0,1,49.81,0.24537765538945713
-59,1093,557,536,0,1,50.96,0.2808783165599268
+59,50847,42342,8505,0,5,83.27,0.41611107833303834
-60,1110,568,542,0,1,51.17,0.2702702702702703
+60,10149,5063,5086,0,1,49.89,0.2488915164055572
-61,3122,2330,792,0,3,74.63,0.35490070467648943
+61,10000,4936,5064,0,1,49.36,0.2535
-62,1020,500,520,0,1,49.02,0.2519607843137255
+62,10298,5160,5138,0,1,50.11,0.25043697805399107
-63,1128,572,556,0,1,50.71,0.26773049645390073
+63,10203,5098,5105,0,1,49.97,0.2486523571498579
-64,1065,524,541,0,1,49.2,0.2300469483568075
+64,30986,23292,7694,0,3,75.17,0.37194216743045244
-65,1090,557,533,0,1,51.1,0.25871559633027524
+65,10324,5176,5148,0,1,50.14,0.2516466485858195
-66,1050,522,528,0,1,49.71,0.24666666666666667
+66,31014,23323,7691,0,3,75.2,0.3704778487134842
-67,1036,520,516,0,1,50.19,0.2528957528957529
+67,20419,13597,6822,0,2,66.59,0.32930114109407904
-68,1109,569,540,0,1,51.31,0.27051397655545534
+68,10202,5083,5119,0,1,49.82,0.250735149970594
-69,2172,1451,721,0,2,66.8,0.3287292817679558
+69,10332,5187,5145,0,1,50.2,0.24961285327138985
-70,1056,521,535,0,1,49.34,0.2547348484848485
+70,20406,13576,6830,0,2,66.53,0.3301479956875429
-71,2040,1334,706,0,2,65.39,0.3137254901960784
+71,50839,42332,8507,0,5,83.27,0.4158421684140129
-72,3181,2376,805,0,3,74.69,0.37346746306193024
+72,122940,113497,9443,0,12,92.32,0.4595005693834391
-73,4293,3429,864,0,4,79.87,0.3908688562776613
+73,10349,5208,5141,0,1,50.32,0.24939607691564403
-74,1058,526,532,0,1,49.72,0.2637051039697543
+74,40948,32759,8189,0,4,80.0,0.40487935918726187
-75,3147,2356,791,0,3,74.86,0.3708293612964728
+75,10482,5304,5178,0,1,50.6,0.25472238122495705
-76,1000,483,517,0,1,48.3,0.259
+76,20015,13250,6765,0,2,66.2,0.32880339745191106
-77,1089,549,540,0,1,50.41,0.2433425160697888
+77,10141,5051,5090,0,1,49.81,0.25184893008579035
-78,82735,81681,1054,0,78,98.73,0.48756874357889646
+78,20454,13645,6809,0,2,66.71,0.32893321599687103
-79,1065,539,526,0,1,50.61,0.2403755868544601
+79,20365,13537,6828,0,2,66.47,0.3289958261723545
-80,3172,2376,796,0,3,74.91,0.38871374527112235
+80,20377,13603,6774,0,2,66.76,0.3276242822790401
-81,1089,541,548,0,1,49.68,0.2460973370064279
+81,10297,5165,5132,0,1,50.16,0.25308342235602604
-82,2086,1388,698,0,2,66.54,0.32358581016299137
+82,747292,737198,10094,0,73,98.65,0.4909379466125691
-83,1132,598,534,0,1,52.83,0.2570671378091873
+83,20370,13582,6788,0,2,66.68,0.3318605792832597
-84,1097,550,547,0,1,50.14,0.2515952597994531
+84,10160,5073,5087,0,1,49.93,0.2518700787401575
-85,27763,26736,1027,0,26,96.3,0.4707704498793358
+85,1964390,1954214,10176,0,192,99.48,0.4986204368786239
-86,1093,549,544,0,1,50.23,0.23787740164684354
+86,123492,114064,9428,0,12,92.37,0.4611715738671331
-87,1072,551,521,0,1,51.4,0.25
+87,10150,5008,5142,0,1,49.34,0.2504433497536946
-88,6527,5606,921,0,6,85.89,0.42699555691741997
+88,10017,4974,5043,0,1,49.66,0.2448836977138864
-89,1083,552,531,0,1,50.97,0.25577100646352724
+89,30598,22933,7665,0,3,74.95,0.3759722857703118
-90,1096,563,533,0,1,51.37,0.2518248175182482
+90,20466,13667,6799,0,2,66.78,0.33699794781588976
-91,1066,529,537,0,1,49.62,0.2298311444652908
+91,92180,82970,9210,0,9,90.01,0.44574745064005206
-92,1051,521,530,0,1,49.57,0.263558515699334
+92,10110,5015,5095,0,1,49.6,0.24787339268051434
-93,3116,2324,792,0,3,74.58,0.3796534017971759
+93,10091,5047,5044,0,1,50.01,0.2511148548211277
-94,1061,519,542,0,1,48.92,0.25164938737040526
+94,10219,5094,5125,0,1,49.85,0.24728447010470692
-95,1079,543,536,0,1,50.32,0.2715477293790547
+95,10172,5093,5079,0,1,50.07,0.24695241840346047
-96,1080,542,538,0,1,50.19,0.25092592592592594
+96,41141,32935,8206,0,4,80.05,0.4031744488466493
-97,1059,530,529,0,1,50.05,0.23418319169027385
+97,10233,5096,5137,0,1,49.8,0.24694615459786964
-98,1049,516,533,0,1,49.19,0.25738798856053385
+98,10153,5038,5115,0,1,49.62,0.24485373781148428
-99,2158,1438,720,0,2,66.64,0.33086190917516217
+99,61303,52526,8777,0,6,85.68,0.4244816730013213
-100,4233,3382,851,0,4,79.9,0.40184266477675407
+100,10178,5065,5113,0,1,49.76,0.24759284731774414
--- a/experiments/No_Refresh_1_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_1_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.8887842768035777,0.5182733050847458
+1,0.5029551400058134,0.508765170487382
-2,0.5033050047214354,0.49343339587242024
+2,0.6678903573176701,0.5017222425796996
-3,0.5197486535008977,0.49740932642487046
+3,0.7990258781855751,0.49981528231020256
-4,0.7531172069825436,0.5066225165562914
+4,0.4998057498057498,0.4856198989506413
-5,0.504147465437788,0.49177330895795246
+5,0.49566246056782337,0.4904534606205251
-6,0.9855411088814976,0.48514768638607647
+6,0.5016089712335446,0.49339035769828926
-7,0.831033831033831,0.5269501933136229
+7,0.4991255343956471,0.48724936733502044
-8,0.6621026894865526,0.48522895125553916
+8,0.966572469695843,0.4943083460105964
-9,0.5046382189239332,0.4724264705882353
+9,0.497350863422292,0.5178536200434011
-10,0.5065543071161048,0.5101663585951941
+10,0.979965189867094,0.5031718810855562
-11,0.5027372262773723,0.5027223230490018
+11,0.4999024199843872,0.49560804216279525
-12,0.8558277422374786,0.5243391066545123
+12,0.5009272816007808,0.4892829306313328
-13,0.5019011406844106,0.49053030303030304
+13,0.4958300238284353,0.49098918702442934
-14,0.4976122254059217,0.5124760076775432
+14,0.4996078431372549,0.5031397174254317
-15,0.5004686035613871,0.4887640449438202
+15,0.5021783328492594,0.5157123578176209
-16,0.4860557768924303,0.4733606557377049
+16,0.49714735392484755,0.5041551246537396
-17,0.4941972920696325,0.5322896281800391
+17,0.9890392554148202,0.5020814755251344
-18,0.6742804933759707,0.5013550135501355
+18,0.49970576696743824,0.4928361138370952
-19,0.505097312326228,0.5009174311926605
+19,0.833515262562863,0.5009003531255115
-20,0.7502306982466933,0.5182451824518245
+20,0.6675574559059326,0.49959967974379504
-21,0.48695652173913045,0.49603174603174605
+21,0.5071880391029328,0.5103930461073318
-22,0.9901008644183672,0.4860291335603481
+22,0.9445322603822388,0.4994675186368477
-23,0.49809885931558934,0.5267175572519084
+23,0.5058913689050676,0.49176292368869534
-24,0.5086916742909423,0.5
+24,0.5047306429812705,0.5072685539403213
-25,0.5041246562786434,0.4818181818181818
+25,0.750187424622706,0.504192917662394
-26,0.6691380908248378,0.5173130193905817
+26,0.7486606559519143,0.5050615236931669
-27,0.5112107623318386,0.5350877192982456
+27,0.6666666666666666,0.4984529247090025
-28,0.4834307992202729,0.4838709677419355
+28,0.5027742626301956,0.5151984511132623
-29,0.5235191637630662,0.4858569051580699
+29,0.6660933660933661,0.49391368498708965
-30,0.4928639391056137,0.49613899613899615
+30,0.6654792113995706,0.5053164185671335
-31,0.8007483629560337,0.490946261682243
+31,0.6683587140439933,0.5098010849909584
-32,0.5073937153419593,0.5100182149362478
+32,0.505741533670689,0.4906676928997499
-33,0.49665711556829034,0.5134615384615384
+33,0.5057795046138902,0.5024006145573267
-34,0.5065420560747663,0.5092250922509225
+34,0.9761455486977624,0.503008488366118
-35,0.6631779257849667,0.5007173601147776
+35,0.6684666277485892,0.5089149261334692
-36,0.7483189241114313,0.49208386820710315
+36,0.8573772622412841,0.49343439128375177
-37,0.5009208103130756,0.5202205882352942
+37,0.505,0.508948971820259
-38,0.9375039021040145,0.4837506659563133
+38,0.9582563298955025,0.5011442664474415
-39,0.9328514490306019,0.5132884350785719
+39,0.49863254541902713,0.513026444662096
-40,0.5022789425706472,0.5190562613430127
+40,0.9091539663931223,0.49908124778371177
-41,0.8989590999894859,0.48771929824561405
+41,0.5049380325329202,0.5060402684563758
-42,0.6630537229029217,0.5003553660270078
+42,0.8339457567804025,0.49610668158716836
-43,0.49612403100775193,0.466796875
+43,0.5000985027580772,0.503643884183573
-44,0.4944029850746269,0.47547169811320755
+44,0.6675442445517039,0.5089103125912942
-45,0.6584421867440735,0.4886113152094049
+45,0.7487352999145916,0.4944939235730268
-46,0.794480755265069,0.4774527726995734
+46,0.6639065503474789,0.4942835931700074
-47,0.49410609037328096,0.5009940357852882
+47,0.5021585557299842,0.5154357170769832
-48,0.6644518272425249,0.515
+48,0.5019230769230769,0.5074712643678161
-49,0.6582096696984203,0.48872727272727273
+49,0.4986111111111111,0.4868682849184242
-50,0.7505463627848892,0.5328618968386023
+50,0.668838747325423,0.4957830449323833
-51,0.8887457547722216,0.4895243115034919
+51,0.49813286163522014,0.4937857565594792
-52,0.4846686449060336,0.5102040816326531
+52,0.4910936411583242,0.5001013171225938
-53,0.6704278326281147,0.47685834502103785
+53,0.750715028601144,0.502381158541865
-54,0.5192479856759177,0.5275862068965518
+54,0.4919467090872937,0.4913096200485044
-55,0.48526522593320237,0.5344129554655871
+55,0.4987257400509704,0.49901729559748426
-56,0.4830261881668283,0.536144578313253
+56,0.6633463188520144,0.4956140350877193
-57,0.7501555693839452,0.49191206968063045
+57,0.5048430840759396,0.4944359171143515
-58,0.6600771456123433,0.4952520087655223
+58,0.4981313926042486,0.49259624876604147
-59,0.5096065873741995,0.5511669658886894
+59,0.8327334946014514,0.4996929762410845
-60,0.5117117117117117,0.528169014084507
+60,0.4988668834367918,0.49891368753703336
-61,0.7463164638052531,0.4755364806866953
+61,0.4936,0.5135737439222042
-62,0.49019607843137253,0.514
+62,0.5010681685764226,0.4998062015503876
-63,0.5070921985815603,0.527972027972028
+63,0.49965696363814566,0.49764613573950567
-64,0.492018779342723,0.4675572519083969
+64,0.7516943135609631,0.4948050832904001
-65,0.5110091743119266,0.5062836624775583
+65,0.501356063541263,0.5019319938176198
-66,0.49714285714285716,0.49616858237547895
+66,0.752015218933385,0.49264674355786137
-67,0.5019305019305019,0.5038461538461538
+67,0.6658994074146628,0.4945208501875414
-68,0.5130748422001803,0.5272407732864675
+68,0.4982356400705744,0.5032461144993114
-69,0.66804788213628,0.49207443142660234
+69,0.5020325203252033,0.4972045498361288
-70,0.4933712121212121,0.5163147792706334
+70,0.6652945212192493,0.49624337065409546
-71,0.653921568627451,0.47976011994003
+71,0.8326678337496803,0.4994094302182746
-72,0.7469349261238605,0.5
+72,0.9231901740686513,0.497731217565222
-73,0.7987421383647799,0.489355497229513
+73,0.5032370277321481,0.4955837173579109
-74,0.497164461247637,0.5304182509505704
+74,0.800014652730292,0.5060899294850271
-75,0.7486495074674293,0.4953310696095076
+75,0.5060103033772181,0.503393665158371
-76,0.483,0.5362318840579711
+76,0.6620034973769673,0.4966792452830189
-77,0.5041322314049587,0.48269581056466304
+77,0.49807711271077804,0.50564244704019
-78,0.9872605306097783,0.4938602612602686
+78,0.6671066784003129,0.49307438622205935
-79,0.5061032863849765,0.4749536178107607
+79,0.6647188804321139,0.494939794636921
-80,0.7490542244640606,0.5189393939393939
+80,0.6675663738528733,0.490774093949864
-81,0.4967860422405877,0.4953789279112754
+81,0.5016024084684859,0.5045498547918683
-82,0.6653883029721956,0.48631123919308356
+82,0.9864925624789239,0.49766005876304603
-83,0.5282685512367491,0.4866220735785953
+83,0.6667648502700049,0.49771756736857603
-84,0.5013673655423884,0.5018181818181818
+84,0.49931102362204727,0.5044352454169131
-85,0.9630083204264669,0.48885397965290245
+85,0.9948197659324268,0.5012168575191868
-86,0.5022872827081427,0.47358834244080145
+86,0.9236549736015288,0.4992898723523636
-87,0.5139925373134329,0.4863883847549909
+87,0.4933990147783251,0.5075878594249201
-88,0.8588938256473112,0.49714591509097394
+88,0.4965558550464211,0.4931644551668677
-89,0.5096952908587258,0.5018115942028986
+89,0.7494934309431989,0.5016351981860201
-90,0.5136861313868614,0.49023090586145646
+90,0.6677904817746506,0.5046462281407771
-91,0.49624765478424016,0.46313799621928164
+91,0.9000867867216316,0.4952271905508015
-92,0.49571836346336823,0.5316698656429942
+92,0.4960435212660732,0.49970089730807576
-93,0.7458279845956355,0.5090361445783133
+93,0.5001486473094837,0.5020804438280166
-94,0.4891611687087653,0.5144508670520231
+94,0.4984832175359624,0.4960738123282293
-95,0.5032437442075997,0.5395948434622467
+95,0.5006881635863154,0.4932259964657373
-96,0.5018518518518519,0.5
+96,0.8005396076906249,0.5036283588887202
-97,0.5004721435316336,0.4679245283018868
+97,0.49799667741620246,0.4958791208791209
-98,0.4918970448045758,0.5232558139534884
+98,0.4962080173347779,0.49344978165938863
-99,0.6663577386468953,0.4965229485396384
+99,0.856825930215487,0.4954117960629022
-100,0.7989605480746516,0.502956830277942
+100,0.49764197288268813,0.49753208292201384
--- a/experiments/No_Refresh_1_0s_ttl/lambda_distribution.pdf
+++ b/experiments/No_Refresh_1_0s_ttl/lambda_distribution.pdf
--- a/experiments/No_Refresh_1_0s_ttl/lambda_vs_access_count.pdf
+++ b/experiments/No_Refresh_1_0s_ttl/lambda_vs_access_count.pdf
--- a/experiments/No_Refresh_1_0s_ttl/objects_in_cache_over_time.pdf
+++ b/experiments/No_Refresh_1_0s_ttl/objects_in_cache_over_time.pdf
--- a/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.6106589394405821,0.5015452422120209
+mean,0.6330971683479719,0.49974051080586995
-std,0.15132826274882488,0.019318631378919444
+std,0.16365629584245692,0.006763722459258895
-min,0.483,0.46313799621928164
+min,0.4910936411583242,0.4856198989506413
-25%,0.4998761674999377,0.48838831096845714
+25%,0.49964468351292296,0.49451411853391275
-50%,0.5103522325853262,0.5
+50%,0.5058354367594788,0.4993496512853191
-75%,0.7459501043980399,0.5153286948176583
+75%,0.7496669293630757,0.5037716943011146
-max,0.9901008644183672,0.5511669658886894
+max,0.9948197659324268,0.5178536200434011
--- a/experiments/No_Refresh_2_0s_ttl/details.csv
+++ b/experiments/No_Refresh_2_0s_ttl/details.csv
@@ -1,101 +1,101 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,34341,33813,528,0,32,98.46,0.9879153198800268
+1,10104,6718,3386,0,1,66.49,0.660827395091053
-2,1078,716,362,0,1,66.42,0.6781076066790352
+2,10000,6591,3409,0,1,65.91,0.6574
-3,5386,4900,486,0,5,90.98,0.8821017452655031
+3,20425,16321,4104,0,2,79.91,0.806217870257038
-4,15013,14494,519,0,14,96.54,0.9555052288017052
+4,10313,6891,3422,0,1,66.82,0.6775913895083875
-5,1042,689,353,0,1,66.12,0.6180422264875239
+5,30759,26375,4384,0,3,85.75,0.8561071556292468
-6,3175,2719,456,0,3,85.64,0.8620472440944882
+6,10401,6935,3466,0,1,66.68,0.6596481107585809
-7,1046,693,353,0,1,66.25,0.6759082217973231
+7,10443,6970,3473,0,1,66.74,0.6758594273676146
-8,2109,1679,430,0,2,79.61,0.7652916073968705
+8,10329,6895,3434,0,1,66.75,0.6658921483202633
-9,3328,2863,465,0,3,86.03,0.8572716346153846
+9,20668,16545,4123,0,2,80.05,0.7909812270176118
-10,1105,752,353,0,1,68.05,0.6760180995475114
+10,10313,6874,3439,0,1,66.65,0.6701250848443712
-11,2158,1730,428,0,2,80.17,0.7873030583873958
+11,10251,6801,3450,0,1,66.34,0.6685201443761585
-12,1069,708,361,0,1,66.23,0.6557530402245089
+12,112754,107837,4917,0,11,95.64,0.9583872855951895
-13,1076,713,363,0,1,66.26,0.6756505576208178
+13,10198,6768,3430,0,1,66.37,0.6693469307707394
-14,1102,741,361,0,1,67.24,0.6542649727767695
+14,10418,6974,3444,0,1,66.94,0.6684584373200231
-15,1054,703,351,0,1,66.7,0.6764705882352942
+15,10205,6797,3408,0,1,66.6,0.6775110240078392
-16,1088,728,360,0,1,66.91,0.6387867647058824
+16,92491,87622,4869,0,9,94.74,0.9381669567849845
-17,1103,739,364,0,1,67.0,0.6772438803263826
+17,10340,6892,3448,0,1,66.65,0.6625725338491296
-18,1091,726,365,0,1,66.54,0.6269477543538039
+18,10342,6928,3414,0,1,66.99,0.6865209824018565
-19,1065,712,353,0,1,66.85,0.6835680751173709
+19,10374,6928,3446,0,1,66.78,0.6789088104877579
-20,1087,726,361,0,1,66.79,0.6669733210671573
+20,10326,6907,3419,0,1,66.89,0.6616308347859772
-21,1060,698,362,0,1,65.85,0.6679245283018868
+21,10273,6849,3424,0,1,66.67,0.66338946753626
-22,4199,3722,477,0,4,88.64,0.8994998809240295
+22,10075,6690,3385,0,1,66.4,0.6625310173697271
-23,1096,735,361,0,1,67.06,0.666058394160584
+23,10241,6836,3405,0,1,66.75,0.6706376330436481
-24,1057,689,368,0,1,65.18,0.6811731315042573
+24,10354,6909,3445,0,1,66.73,0.6609039984547035
-25,1036,681,355,0,1,65.73,0.6766409266409267
+25,10217,6775,3442,0,1,66.31,0.6645786434374082
-26,4312,3833,479,0,4,88.89,0.8919294990723562
+26,134088,129133,4955,0,13,96.3,0.9625544418590776
-27,2200,1772,428,0,2,80.55,0.7895454545454546
+27,20646,16526,4120,0,2,80.04,0.7985566211372663
-28,1042,688,354,0,1,66.03,0.6746641074856046
+28,20629,16518,4111,0,2,80.07,0.7993116486499589
-29,1095,737,358,0,1,67.31,0.6940639269406392
+29,10110,6690,3420,0,1,66.17,0.6439169139465876
-30,2176,1742,434,0,2,80.06,0.7886029411764706
+30,20311,16220,4091,0,2,79.86,0.8037516616611688
-31,1000,654,346,0,1,65.4,0.63
+31,10298,6872,3426,0,1,66.73,0.667216935327248
-32,1069,706,363,0,1,66.04,0.6950420954162769
+32,20693,16549,4144,0,2,79.97,0.7979026724012951
-33,1075,705,370,0,1,65.58,0.6827906976744186
+33,92953,88081,4872,0,9,94.76,0.943186341484406
-34,1119,752,367,0,1,67.2,0.6586237712243074
+34,154493,149517,4976,0,15,96.78,0.9748143928851145
-35,1129,763,366,0,1,67.58,0.6634189548272807
+35,10082,6671,3411,0,1,66.17,0.6580043642134498
-36,1057,700,357,0,1,66.23,0.6357615894039735
+36,10130,6718,3412,0,1,66.32,0.6568608094768016
-37,2166,1731,435,0,2,79.92,0.8125577100646353
+37,10403,6948,3455,0,1,66.79,0.6757666057867923
-38,1089,735,354,0,1,67.49,0.657483930211203
+38,10282,6835,3447,0,1,66.48,0.6668936004668352
-39,11957,11444,513,0,11,95.71,0.9723174709375262
+39,31120,26696,4424,0,3,85.78,0.8627570694087403
-40,2166,1732,434,0,2,79.96,0.7488457987072945
+40,113233,108317,4916,0,11,95.66,0.9557461164148261
-41,1084,725,359,0,1,66.88,0.6595940959409594
+41,669320,664216,5104,0,65,99.24,0.9823193689117313
-42,2131,1703,428,0,2,79.92,0.8047864852182074
+42,10308,6844,3464,0,1,66.4,0.6667636786961583
-43,1085,721,364,0,1,66.45,0.6626728110599078
+43,20631,16510,4121,0,2,80.03,0.802384760796859
-44,24442,23916,526,0,23,97.85,0.9847802962114394
+44,10290,6866,3424,0,1,66.72,0.6727891156462585
-45,2086,1660,426,0,2,79.58,0.7761265580057526
+45,10290,6846,3444,0,1,66.53,0.6646258503401361
-46,1067,709,358,0,1,66.45,0.669165885660731
+46,10118,6736,3382,0,1,66.57,0.6720695789681755
-47,1073,722,351,0,1,67.29,0.6551724137931034
+47,10130,6708,3422,0,1,66.22,0.6615004935834156
-48,1058,690,368,0,1,65.22,0.6351606805293005
+48,92556,87680,4876,0,9,94.73,0.9463676044772894
-49,2162,1731,431,0,2,80.06,0.803422756706753
+49,10237,6807,3430,0,1,66.49,0.66269414867637
-50,1033,682,351,0,1,66.02,0.6427879961277831
+50,10366,6917,3449,0,1,66.73,0.6664094153964886
-51,1139,769,370,0,1,67.52,0.6935908691834943
+51,10066,6678,3388,0,1,66.34,0.6649115835485794
-52,1061,707,354,0,1,66.64,0.6833176248821866
+52,10338,6900,3438,0,1,66.74,0.6627007158057652
-53,1094,739,355,0,1,67.55,0.6983546617915904
+53,31189,26781,4408,0,3,85.87,0.8622591298214114
-54,1091,737,354,0,1,67.55,0.6727772685609532
+54,10381,6952,3429,0,1,66.97,0.6724785666120797
-55,4245,3765,480,0,4,88.69,0.8829210836277974
+55,10299,6871,3428,0,1,66.72,0.6700650548596951
-56,2059,1635,424,0,2,79.41,0.7931034482758621
+56,10251,6822,3429,0,1,66.55,0.6652033947907521
-57,1114,759,355,0,1,68.13,0.6651705565529623
+57,10164,6752,3412,0,1,66.43,0.6712908303817394
-58,1047,693,354,0,1,66.19,0.6838586437440306
+58,10155,6734,3421,0,1,66.31,0.683505662235352
-59,1031,682,349,0,1,66.15,0.6576139670223085
+59,31048,26625,4423,0,3,85.75,0.8572532852357639
-60,3272,2813,459,0,3,85.97,0.8331295843520783
+60,10415,6982,3433,0,1,67.04,0.6662506000960153
-61,1131,774,357,0,1,68.44,0.695844385499558
+61,10223,6820,3403,0,1,66.71,0.6738726401252079
-62,1087,733,354,0,1,67.43,0.6614535418583257
+62,10360,6942,3418,0,1,67.01,0.6756756756756757
-63,1057,693,364,0,1,65.56,0.6281929990539262
+63,72258,67453,4805,0,7,93.35,0.9317169033186636
-64,1140,777,363,0,1,68.16,0.7096491228070175
+64,20608,16514,4094,0,2,80.13,0.806046195652174
-65,1073,710,363,0,1,66.17,0.684995340167754
+65,92677,87807,4870,0,9,94.75,0.951541374882657
-66,1149,789,360,0,1,68.67,0.6422976501305483
+66,20544,16448,4096,0,2,80.06,0.806756230529595
-67,4365,3885,480,0,4,89.0,0.8923253150057274
+67,20607,16467,4140,0,2,79.91,0.8011355364681905
-68,18168,17646,522,0,17,97.13,0.9745706737120211
+68,41070,36496,4574,0,4,88.86,0.8941806671536401
-69,4226,3749,477,0,4,88.71,0.8556554661618552
+69,10325,6922,3403,0,1,67.04,0.6650847457627118
-70,1156,781,375,0,1,67.56,0.6868512110726643
+70,41221,36648,4573,0,4,88.91,0.8889158438659907
-71,2120,1693,427,0,2,79.86,0.7768867924528302
+71,10123,6701,3422,0,1,66.2,0.6680825842141658
-72,1090,728,362,0,1,66.79,0.7018348623853211
+72,10296,6869,3427,0,1,66.72,0.668997668997669
-73,1078,712,366,0,1,66.05,0.6669758812615956
+73,10084,6671,3413,0,1,66.15,0.653312177707259
-74,1078,714,364,0,1,66.23,0.7022263450834879
+74,10412,6968,3444,0,1,66.92,0.6566461774875144
-75,1105,748,357,0,1,67.69,0.6950226244343891
+75,10390,6975,3415,0,1,67.13,0.6796920115495669
-76,1072,725,347,0,1,67.63,0.6781716417910447
+76,20528,16406,4122,0,2,79.92,0.7993472330475448
-77,7483,6981,502,0,7,93.29,0.9204864359214219
+77,10219,6770,3449,0,1,66.25,0.6641550053821313
-78,1068,706,362,0,1,66.1,0.6657303370786517
+78,10241,6864,3377,0,1,67.02,0.6729811541841617
-79,1091,731,360,0,1,67.0,0.6324472960586618
+79,10085,6658,3427,0,1,66.02,0.6535448686167575
-80,1164,803,361,0,1,68.99,0.6872852233676976
+80,10262,6839,3423,0,1,66.64,0.6625414149288638
-81,1020,659,361,0,1,64.61,0.6568627450980392
+81,184351,179346,5005,0,18,97.29,0.9742122364402689
-82,1084,716,368,0,1,66.05,0.6392988929889298
+82,10247,6824,3423,0,1,66.6,0.6655606518981165
-83,2147,1719,428,0,2,80.07,0.8267349790405216
+83,10282,6845,3437,0,1,66.57,0.6648511962653181
-84,1061,705,356,0,1,66.45,0.6361922714420358
+84,10355,6904,3451,0,1,66.67,0.6693384838242395
-85,1098,741,357,0,1,67.49,0.6757741347905283
+85,20551,16412,4139,0,2,79.86,0.8041457836601625
-86,1082,727,355,0,1,67.19,0.6811460258780037
+86,10181,6802,3379,0,1,66.81,0.6746881445830468
-87,1099,735,364,0,1,66.88,0.6696997270245678
+87,51114,46447,4667,0,5,90.87,0.9127244981805376
-88,1049,685,364,0,1,65.3,0.6539561487130601
+88,10189,6779,3410,0,1,66.53,0.6714103444891549
-89,2139,1711,428,0,2,79.99,0.7980364656381487
+89,10313,6884,3429,0,1,66.75,0.6650829050712693
-90,1148,789,359,0,1,68.73,0.662020905923345
+90,30827,26416,4411,0,3,85.69,0.848152593505693
-91,1118,755,363,0,1,67.53,0.6699463327370304
+91,10282,6875,3407,0,1,66.86,0.682260260649679
-92,1088,723,365,0,1,66.45,0.6773897058823529
+92,10264,6830,3434,0,1,66.54,0.6677708495713173
-93,1137,770,367,0,1,67.72,0.6693051890941073
+93,10190,6788,3402,0,1,66.61,0.6714425907752699
-94,1064,702,362,0,1,65.98,0.6663533834586466
+94,20797,16660,4137,0,2,80.11,0.8132903784199644
-95,213645,213109,536,0,199,99.75,0.9526878700648271
+95,10408,6985,3423,0,1,67.11,0.6622790161414297
-96,2160,1737,423,0,2,80.42,0.7935185185185185
+96,30763,26365,4398,0,3,85.7,0.8571010629652505
-97,2104,1674,430,0,2,79.56,0.7842205323193916
+97,10291,6857,3434,0,1,66.63,0.6533864541832669
-98,1085,727,358,0,1,67.0,0.6700460829493088
+98,10268,6832,3436,0,1,66.54,0.6722828204129334
-99,1112,755,357,0,1,67.9,0.6924460431654677
+99,10391,6944,3447,0,1,66.83,0.6803964969685304
-100,1059,692,367,0,1,65.34,0.6553352219074599
+100,10253,6836,3417,0,1,66.67,0.6542475373061543
--- a/experiments/No_Refresh_2_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_2_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.9846247925220581,1.0033419099163043
+1,0.6648851939825812,0.9938969931527241
-2,0.6641929499072357,1.020949720670391
+2,0.6591,0.9974207252313761
-3,0.9097660601559598,0.9695918367346938
+3,0.7990697674418604,1.0089455302983885
-4,0.9654299607007261,0.9897198840899682
+4,0.6681857849316397,1.0140763314468146
-5,0.6612284069097889,0.9346879535558781
+5,0.8574726096427062,0.9984075829383886
-6,0.8563779527559056,1.0066200809121
+6,0.6667628112681473,0.9893294881038212
-7,0.6625239005736138,1.02020202020202
+7,0.6674327300584123,1.0126255380200861
-8,0.7961119013750593,0.9612864800476474
+8,0.6675379998063704,0.9975344452501813
-9,0.8602764423076923,0.9965071603213412
+9,0.8005128701374105,0.9880930794802055
-10,0.6805429864253394,0.9933510638297872
+10,0.6665373800058179,1.0053826011056153
-11,0.8016682113067656,0.9820809248554914
+11,0.6634474685396546,1.0076459344214086
-12,0.6623012160898035,0.9901129943502824
+12,0.9563917909785905,1.0020864823761788
-13,0.662639405204461,1.0196353436185133
+13,0.6636595410864875,1.0085697399527187
-14,0.6724137931034483,0.9730094466936572
+14,0.6694183144557496,0.998566102667049
-15,0.6669829222011385,1.0142247510668563
+15,0.666046055854973,1.0172134765337648
-16,0.6691176470588235,0.9546703296703297
+16,0.9473570401444464,0.9902992399169158
-17,0.6699909338168631,1.0108254397834913
+17,0.6665377176015473,0.9940510737086478
-18,0.6654445462878094,0.9421487603305785
+18,0.6698897698704313,1.0248267898383372
-19,0.6685446009389672,1.0224719101123596
+19,0.6678234046655099,1.0165993071593533
-20,0.6678932842686293,0.9986225895316805
+20,0.6688940538446639,0.9891414507021862
-21,0.6584905660377358,1.0143266475644699
+21,0.6666991141828094,0.9950357716454957
-22,0.886401524172422,1.0147770016120365
+22,0.6640198511166253,0.9977578475336323
-23,0.6706204379562044,0.9931972789115646
+23,0.6675129381896299,1.0046811000585139
-24,0.651844843897824,1.0449927431059507
+24,0.667278346532741,0.990447242726878
-25,0.6573359073359073,1.0293685756240822
+25,0.6631105021043359,1.0022140221402214
-26,0.8889146567717996,1.0033915992695017
+26,0.9630466559274506,0.9994888990420729
-27,0.8054545454545454,0.9802483069977427
+27,0.8004456068972198,0.9976400822945661
-28,0.6602687140115163,1.0218023255813953
+28,0.8007174366183528,0.9982443395084151
-29,0.6730593607305936,1.0312075983717774
+29,0.6617210682492581,0.9730941704035875
-30,0.8005514705882353,0.9850746268656716
+30,0.7985820491359362,1.0064734895191123
-31,0.654,0.963302752293578
+31,0.6673140415614682,0.9998544819557625
-32,0.6604303086997194,1.0524079320113315
+32,0.7997390421881796,0.9977037887485649
-33,0.6558139534883721,1.0411347517730496
+33,0.9475864146396566,0.9953565468148636
-34,0.6720285969615728,0.9800531914893617
+34,0.9677914209705294,1.007256699907034
-35,0.6758193091231178,0.981651376146789
+35,0.6616742709779806,0.9944536051566482
-36,0.6622516556291391,0.96
+36,0.6631786771964462,0.9904733551652277
-37,0.7991689750692521,1.0167533217793183
+37,0.6678842641545708,1.0118019573978123
-38,0.6749311294765841,0.9741496598639455
+38,0.6647539389223887,1.003218727139722
-39,0.9570962616040813,1.015903530234184
+39,0.857840616966581,1.0057311956847468
-40,0.7996306555863343,0.9364896073903002
+40,0.9565850944512642,0.9991229446901225
-41,0.6688191881918819,0.9862068965517241
+41,0.9923743500866551,0.9898677538632011
-42,0.7991553261379634,1.0070463887257781
+42,0.6639503298409003,1.0042372881355932
-43,0.6645161290322581,0.9972260748959778
+43,0.800252047889099,1.002665051483949
-44,0.9784796661484331,1.0064392038802474
+44,0.6672497570456755,1.008301776871541
-45,0.7957813998082455,0.9753012048192771
+45,0.6653061224489796,0.9989775051124744
-46,0.6644798500468604,1.007052186177715
+46,0.6657442182249457,1.009501187648456
-47,0.6728797763280522,0.9736842105263158
+47,0.6621915103652517,0.9989564698867024
-48,0.6521739130434783,0.9739130434782609
+48,0.9473183802238645,0.9989963503649635
-49,0.8006475485661425,1.0034662045060658
+49,0.6649409006544886,0.9966211253121786
-50,0.6602129719264279,0.9736070381231672
+50,0.6672776384333398,0.9986988578863669
-51,0.675153643546971,1.0273081924577374
+51,0.6634214186369958,1.0022461814914645
-52,0.6663524976437323,1.0254596888260255
+52,0.6674405107370864,0.9928985507246377
-53,0.6755027422303473,1.03382949932341
+53,0.8586681201705729,1.0041820693775438
-54,0.6755270394133822,0.9959294436906377
+54,0.6696850014449475,1.0041714614499424
-55,0.8869257950530035,0.9954847277556441
+55,0.6671521506942422,1.0043661766846166
-56,0.7940747935891209,0.998776758409786
+56,0.6654960491659351,0.9995602462620933
-57,0.6813285457809695,0.9762845849802372
+57,0.6643053915781189,1.0105154028436019
-58,0.66189111747851,1.0331890331890332
+58,0.663121614967996,1.0307395307395308
-59,0.6614936954413191,0.9941348973607038
+59,0.8575431589796444,0.9996619718309859
-60,0.8597188264058679,0.9690721649484536
+60,0.670379260681709,0.993841306215984
-61,0.6843501326259946,1.016795865633075
+61,0.66712315367309,1.0101173020527858
-62,0.6743330266789328,0.9809004092769441
+62,0.67007722007722,1.0083549409392105
-63,0.6556291390728477,0.9581529581529582
+63,0.9335021727697971,0.9980875572620936
-64,0.6815789473684211,1.0411840411840412
+64,0.8013392857142857,1.0058738040450528
-65,0.6616961789375583,1.0352112676056338
+65,0.9474519028453662,1.0043162845786782
-66,0.6866840731070496,0.935361216730038
+66,0.8006230529595015,1.007660505836576
-67,0.8900343642611683,1.0025740025740026
+67,0.7990973940893871,1.002550555656768
-68,0.9712681638044914,1.0034002040122407
+68,0.8886291697102507,1.0062472599736958
-69,0.8871273071462376,0.9645238730328087
+69,0.670411622276029,0.9920543195608206
-70,0.6756055363321799,1.0166453265044815
+70,0.8890614007423401,0.9998362802881466
-71,0.7985849056603773,0.9728292971057295
+71,0.6619579176133558,1.0092523503954633
-72,0.6678899082568808,1.0508241758241759
+72,0.6671522921522921,1.002766050371233
-73,0.660482374768089,1.0098314606741574
+73,0.661543038476795,0.9875580872432919
-74,0.6623376623376623,1.0602240896358543
+74,0.6692278140606992,0.9811997703788748
-75,0.676923076923077,1.0267379679144386
+75,0.6713185755534168,1.0124731182795699
-76,0.6763059701492538,1.0027586206896553
+76,0.7992010911925176,1.0001828599292941
-77,0.9329146064412669,0.9866781263429308
+77,0.6624914375183482,1.0025110782865583
-78,0.6610486891385767,1.0070821529745042
+78,0.6702470461868958,1.004079254079254
-79,0.6700274977085243,0.9439124487004104
+79,0.6601883986117997,0.9899369179933915
-80,0.6898625429553265,0.9962640099626401
+80,0.6664392905866303,0.9941511916946922
-81,0.6460784313725491,1.0166919575113809
+81,0.9728507032779861,1.001399529401269
-82,0.6605166051660517,0.9678770949720671
+82,0.6659510100517224,0.9994138335287222
-83,0.8006520726595249,1.0325770796974985
+83,0.6657265123516826,0.9986851716581446
-84,0.6644674835061263,0.9574468085106383
+84,0.6667310478029937,1.0039107763615296
-85,0.674863387978142,1.001349527665317
+85,0.7985986083402268,1.0069461369729467
-86,0.6719038817005545,1.0137551581843192
+86,0.6681072586189962,1.0098500441046752
-87,0.6687898089171974,1.0013605442176872
+87,0.908694291192237,1.004435162658514
-88,0.6530028598665396,1.0014598540145985
+88,0.6653253508685838,1.0091458917244431
-89,0.7999064983637214,0.9976621858562245
+89,0.6675070299621837,0.9963683904706566
-90,0.6872822299651568,0.9632446134347274
+90,0.8569111493171571,0.9897789218655361
-91,0.6753130590339893,0.9920529801324504
+91,0.6686442326395643,1.0203636363636364
-92,0.6645220588235294,1.0193637621023512
+92,0.6654325798908808,1.0035139092240117
-93,0.6772207563764292,0.9883116883116884
+93,0.6661432777232581,1.007955215085445
-94,0.6597744360902256,1.0099715099715099
+94,0.8010770784247728,1.0152460984393759
-95,0.9974911652507664,0.9550840180377178
+95,0.6711183704842429,0.9868289191123837
-96,0.8041666666666667,0.9867587795048935
+96,0.8570360498000845,1.0000758581452684
-97,0.7956273764258555,0.985663082437276
+97,0.6663103682829657,0.980603762578387
-98,0.6700460829493088,1.0
+98,0.6653681340085703,1.0103922716627636
-99,0.6789568345323741,1.0198675496688743
+99,0.6682706188047348,1.0181451612903225
-100,0.6534466477809254,1.0028901734104045
+100,0.6667316882863552,0.981275599765945
--- a/experiments/No_Refresh_2_0s_ttl/lambda_distribution.pdf
+++ b/experiments/No_Refresh_2_0s_ttl/lambda_distribution.pdf
--- a/experiments/No_Refresh_2_0s_ttl/lambda_vs_access_count.pdf
+++ b/experiments/No_Refresh_2_0s_ttl/lambda_vs_access_count.pdf
--- a/experiments/No_Refresh_2_0s_ttl/objects_in_cache_over_time.pdf
+++ b/experiments/No_Refresh_2_0s_ttl/objects_in_cache_over_time.pdf
--- a/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.7277601169941756,0.9972298475197796
+mean,0.733978802245101,1.0013731222328242
-std,0.09830526281613299,0.027196423303013563
+std,0.10479274510693432,0.009391010197280551
-min,0.6460784313725491,0.9346879535558781
+min,0.6591,0.9730941704035875
-25%,0.6626105290467492,0.9791110398620806
+25%,0.6656688965552457,0.9965579416017981
-50%,0.6745982073285375,0.999388379204893
+50%,0.6676807022359401,1.001743005888724
-75%,0.7991587383707855,1.0166569842562063
+75%,0.8004624227072674,1.0073540085356276
-max,0.9974911652507664,1.0602240896358543
+max,0.9923743500866551,1.0307395307395308
--- a/experiments/No_Refresh_3_0s_ttl/details.csv
+++ b/experiments/No_Refresh_3_0s_ttl/details.csv
@@ -1,101 +1,101 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,3243,2919,324,0,3,90.01,1.3200740055504163
+1,30567,27493,3074,0,3,89.94,1.337128275591324
-2,1114,842,272,0,1,75.58,1.1301615798922802
+2,10330,7769,2561,0,1,75.21,1.1316553727008714
-3,1070,805,265,0,1,75.23,1.1158878504672898
+3,10302,7743,2559,0,1,75.16,1.135701805474665
-4,4305,3973,332,0,4,92.29,1.3440185830429734
+4,10270,7712,2558,0,1,75.09,1.1236611489776047
-5,1115,843,272,0,1,75.61,1.105829596412556
+5,10256,7680,2576,0,1,74.88,1.127242589703588
-6,28028,27673,355,0,26,98.73,1.4631796774653918
+6,10247,7682,2565,0,1,74.97,1.1255001463843075
-7,2159,1853,306,0,2,85.83,1.2802223251505327
+7,10171,7618,2553,0,1,74.9,1.138826074132337
-8,1082,819,263,0,1,75.69,1.156192236598891
+8,10279,7742,2537,0,1,75.32,1.1329895904270844
-9,1081,805,276,0,1,74.47,1.0555041628122108
+9,470989,467598,3391,0,46,99.28,1.497631579506103
-10,1095,832,263,0,1,75.98,1.1461187214611872
+10,10323,7756,2567,0,1,75.13,1.1152765668894702
-11,3252,2930,322,0,3,90.1,1.3766912669126692
+11,10371,7791,2580,0,1,75.12,1.1276636775624338
-12,4343,4012,331,0,4,92.38,1.388671425282063
+12,10239,7680,2559,0,1,75.01,1.1261841976755542
-13,1074,801,273,0,1,74.58,1.1517690875232776
+13,40736,37582,3154,0,4,92.26,1.3787313432835822
-14,2071,1767,304,0,2,85.32,1.3109608884596813
+14,10201,7649,2552,0,1,74.98,1.1466522889912754
-15,1088,819,269,0,1,75.28,1.1865808823529411
+15,10274,7727,2547,0,1,75.21,1.1216663422230875
-16,7567,7223,344,0,7,95.45,1.4121844852649663
+16,102392,99087,3305,0,10,96.77,1.4431010235174624
-17,12012,11663,349,0,11,97.09,1.4805194805194806
+17,20553,17622,2931,0,2,85.74,1.2870140612076095
-18,3250,2929,321,0,3,90.12,1.361846153846154
+18,10255,7690,2565,0,1,74.99,1.1212091662603607
-19,1085,812,273,0,1,74.84,1.1216589861751152
+19,10243,7681,2562,0,1,74.99,1.1168602948354973
-20,1061,795,266,0,1,74.93,1.1225259189443921
+20,71505,68246,3259,0,7,95.44,1.4363051534857703
-21,1036,771,265,0,1,74.42,1.1447876447876448
+21,41259,38101,3158,0,4,92.35,1.3931505853268378
-22,3152,2825,327,0,3,89.63,1.3480329949238579
+22,10160,7594,2566,0,1,74.74,1.1190944881889764
-23,2119,1814,305,0,2,85.61,1.315714959886739
+23,10292,7730,2562,0,1,75.11,1.112417411581811
-24,1040,771,269,0,1,74.13,1.0913461538461537
+24,61350,58112,3238,0,6,94.72,1.4142461287693562
-25,1078,807,271,0,1,74.86,1.1456400742115027
+25,41234,38078,3156,0,4,92.35,1.3850948246592618
-26,58220,57862,358,0,54,99.39,1.4793713500515286
+26,81902,78622,3280,0,8,96.0,1.4366193743742521
-27,242887,242528,359,0,225,99.85,1.4382531794620543
+27,10147,7590,2557,0,1,74.8,1.1366906474820144
-28,1045,779,266,0,1,74.55,1.1330143540669857
+28,71544,68280,3264,0,7,95.44,1.430308621268031
-29,1034,759,275,0,1,73.4,1.1179883945841393
+29,40964,37814,3150,0,4,92.31,1.3832145298310712
-30,1092,819,273,0,1,75.0,1.1007326007326008
+30,10371,7809,2562,0,1,75.3,1.142030662424067
-31,2118,1811,307,0,2,85.51,1.2889518413597734
+31,40686,37537,3149,0,4,92.26,1.3885857543135232
-32,1000,740,260,0,1,74.0,1.128
+32,10101,7533,2568,0,1,74.58,1.1287001287001286
-33,8585,8240,345,0,8,95.98,1.4399534071054165
+33,10292,7747,2545,0,1,75.27,1.1353478429848427
-34,2217,1911,306,0,2,86.2,1.298150654036987
+34,20207,17288,2919,0,2,85.55,1.286138466867917
-35,2169,1858,311,0,2,85.66,1.2706316274781004
+35,10143,7582,2561,0,1,74.75,1.1277728482697427
-36,2144,1837,307,0,2,85.68,1.2630597014925373
+36,10253,7689,2564,0,1,74.99,1.125426704379206
-37,1097,821,276,0,1,74.84,1.1330902461257977
+37,10380,7806,2574,0,1,75.2,1.1270712909441234
-38,1090,813,277,0,1,74.59,1.110091743119266
+38,10000,7445,2555,0,1,74.45,1.1287
-39,1051,777,274,0,1,73.93,1.076117982873454
+39,10185,7630,2555,0,1,74.91,1.1270495827196858
-40,1060,792,268,0,1,74.72,1.1226415094339623
+40,10136,7583,2553,0,1,74.81,1.1037884767166535
-41,1119,844,275,0,1,75.42,1.1438784629133154
+41,10437,7875,2562,0,1,75.45,1.1317428379802625
-42,1049,779,270,0,1,74.26,1.0972354623450906
+42,40917,37766,3151,0,4,92.3,1.3858787301121782
-43,1130,854,276,0,1,75.58,1.14070796460177
+43,10373,7809,2564,0,1,75.28,1.1315916321218549
-44,1131,866,265,0,1,76.57,1.169761273209549
+44,30434,27370,3064,0,3,89.93,1.346126043241112
-45,5320,4981,339,0,5,93.63,1.3855263157894737
+45,10262,7712,2550,0,1,75.15,1.120249464042097
-46,1106,831,275,0,1,75.14,1.1157323688969258
+46,10246,7693,2553,0,1,75.08,1.1247316025766152
-47,5611,5272,339,0,5,93.96,1.3671359828907503
+47,10363,7794,2569,0,1,75.21,1.1348065232075655
-48,5314,4976,338,0,5,93.64,1.4002634550244637
+48,40600,37449,3151,0,4,92.24,1.3829310344827586
-49,19463,19110,353,0,18,98.19,1.4851256229769305
+49,10177,7622,2555,0,1,74.89,1.1257738036749534
-50,5327,4991,336,0,5,93.69,1.3974094236906327
+50,50976,47779,3197,0,5,93.73,1.4054260828625236
-51,1134,864,270,0,1,76.19,1.13668430335097
+51,30487,27407,3080,0,3,89.9,1.345917932233411
-52,1151,876,275,0,1,76.11,1.1685490877497828
+52,71920,68658,3262,0,7,95.46,1.4373748609566184
-53,1148,876,272,0,1,76.31,1.1724738675958188
+53,143192,139856,3336,0,14,97.67,1.4652424716464607
-54,1073,801,272,0,1,74.65,1.0987884436160298
+54,10271,7708,2563,0,1,75.05,1.1308538603836042
-55,1087,816,271,0,1,75.07,1.1352345906163754
+55,10314,7741,2573,0,1,75.05,1.1037424859414389
-56,1011,748,263,0,1,73.99,1.1612265084075173
+56,10431,7866,2565,0,1,75.41,1.1262582686223757
-57,34310,33954,356,0,32,98.96,1.4917516758962401
+57,10304,7743,2561,0,1,75.15,1.1184976708074534
-58,1075,809,266,0,1,75.26,1.1590697674418604
+58,10334,7781,2553,0,1,75.3,1.1323785562221793
-59,1077,810,267,0,1,75.21,1.1188486536675952
+59,10375,7802,2573,0,1,75.2,1.1201927710843373
-60,4269,3938,331,0,4,92.25,1.3799484656828298
+60,10288,7732,2556,0,1,75.16,1.1369556765163298
-61,1112,840,272,0,1,75.54,1.0845323741007193
+61,10256,7709,2547,0,1,75.17,1.1382605304212168
-62,1084,810,274,0,1,74.72,1.1439114391143912
+62,143793,140458,3335,0,14,97.68,1.455182102049474
-63,6354,6013,341,0,6,94.63,1.4186339313818068
+63,40843,37698,3145,0,4,92.3,1.395710403251475
-64,1046,781,265,0,1,74.67,1.054493307839388
+64,10290,7720,2570,0,1,75.02,1.1291545189504373
-65,4457,4127,330,0,4,92.6,1.3874803679605117
+65,10065,7489,2576,0,1,74.41,1.127471435668157
-66,1160,888,272,0,1,76.55,1.1594827586206897
+66,10159,7598,2561,0,1,74.79,1.1202874298651442
-67,2106,1800,306,0,2,85.47,1.2692307692307692
+67,30822,27744,3078,0,3,90.01,1.3478684056842516
-68,1049,790,259,0,1,75.31,1.1782650142993327
+68,10292,7736,2556,0,1,75.17,1.1420520792848814
-69,1105,837,268,0,1,75.75,1.1402714932126696
+69,10280,7738,2542,0,1,75.27,1.1160505836575876
-70,5405,5067,338,0,5,93.75,1.3851988899167438
+70,30689,27627,3062,0,3,90.02,1.356837954967578
-71,1073,802,271,0,1,74.74,1.1295433364398881
+71,61315,58082,3233,0,6,94.73,1.4129658321780967
-72,1050,783,267,0,1,74.57,1.1361904761904762
+72,10413,7815,2598,0,1,75.05,1.1094785364448285
-73,1075,805,270,0,1,74.88,1.0465116279069768
+73,30522,27445,3077,0,3,89.92,1.344603892274425
-74,2225,1913,312,0,2,85.98,1.2957303370786517
+74,10281,7717,2564,0,1,75.06,1.129073047368933
-75,1090,814,276,0,1,74.68,1.1055045871559632
+75,10192,7635,2557,0,1,74.91,1.1304945054945055
-76,1089,816,273,0,1,74.93,1.0312213039485767
+76,10231,7667,2564,0,1,74.94,1.1153357443065195
-77,1162,893,269,0,1,76.85,1.1686746987951808
+77,10225,7664,2561,0,1,74.95,1.1271393643031784
-78,1062,789,273,0,1,74.29,1.128060263653484
+78,10323,7745,2578,0,1,75.03,1.1218637992831542
-79,1084,812,272,0,1,74.91,1.080258302583026
+79,10161,7607,2554,0,1,74.86,1.1370928058261982
-80,1079,812,267,0,1,75.25,1.118628359592215
+80,10378,7817,2561,0,1,75.32,1.1160146463673155
-81,6563,6222,341,0,6,94.8,1.4360810604906293
+81,10335,7774,2561,0,1,75.22,1.126463473633285
-82,2168,1860,308,0,2,85.79,1.3044280442804428
+82,10284,7734,2550,0,1,75.2,1.1260210035005835
-83,1112,843,269,0,1,75.81,1.1573741007194245
+83,10283,7711,2572,0,1,74.99,1.1354663036078965
-84,1071,796,275,0,1,74.32,1.1727357609710551
+84,30821,27753,3068,0,3,90.05,1.3493397358943577
-85,1048,786,262,0,1,75.0,1.133587786259542
+85,10344,7784,2560,0,1,75.25,1.120262954369683
-86,6450,6109,341,0,6,94.71,1.4203100775193798
+86,10255,7683,2572,0,1,74.92,1.1198439785470502
-87,1112,840,272,0,1,75.54,1.1267985611510791
+87,10224,7647,2577,0,1,74.79,1.107394366197183
-88,1103,830,273,0,1,75.25,1.0942883046237535
+88,2059016,2055606,3410,0,201,99.83,1.4875770756516704
-89,1112,841,271,0,1,75.63,1.143884892086331
+89,20550,17618,2932,0,2,85.73,1.282043795620438
-90,4311,3981,330,0,4,92.35,1.3825098585015079
+90,20552,17629,2923,0,2,85.78,1.2814811210587778
-91,2191,1885,306,0,2,86.03,1.2765860337745323
+91,20548,17623,2925,0,2,85.77,1.2788592563753163
-92,3237,2914,323,0,3,90.02,1.3710225517454433
+92,10190,7642,2548,0,1,75.0,1.1343473994111875
-93,1055,791,264,0,1,74.98,1.1601895734597156
+93,10103,7552,2551,0,1,74.75,1.1411461941997427
-94,1047,776,271,0,1,74.12,1.0983763132760267
+94,10415,7852,2563,0,1,75.39,1.1408545367258762
-95,1090,821,269,0,1,75.32,1.1394495412844037
+95,20601,17672,2929,0,2,85.78,1.2943546429784962
-96,1073,801,272,0,1,74.65,1.1286113699906803
+96,10120,7559,2561,0,1,74.69,1.1271739130434784
-97,2155,1848,307,0,2,85.75,1.265429234338747
+97,41195,38037,3158,0,4,92.33,1.3787352834081805
-98,2170,1860,310,0,2,85.71,1.2792626728110599
+98,10184,7628,2556,0,1,74.9,1.1277494108405341
-99,1086,819,267,0,1,75.41,1.156537753222836
+99,10508,7948,2560,0,1,75.64,1.122287780738485
-100,4283,3951,332,0,4,92.25,1.394349754844735
+100,10332,7777,2555,0,1,75.27,1.131145954316686
--- a/experiments/No_Refresh_3_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_3_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.9000925069380203,1.4665981500513874
+1,0.899434030163248,1.4866329611173754
-2,0.755834829443447,1.495249406175772
+2,0.752081316553727,1.5046981593512678
-3,0.7523364485981309,1.4832298136645963
+3,0.7516016307513105,1.5110422316931422
-4,0.9228803716608595,1.456330229046061
+4,0.7509250243427459,1.4963692946058091
-5,0.7560538116591928,1.4626334519572954
+5,0.748829953198128,1.5053385416666667
-6,0.9873340944769516,1.4819499150796807
+6,0.7496828340001952,1.5013017443374121
-7,0.8582677165354331,1.4916351861845656
+7,0.7489922328187986,1.5204778156996588
-8,0.7569316081330869,1.5274725274725274
+8,0.7531861075980154,1.5042624644794627
-9,0.7446808510638298,1.4173913043478261
+9,0.9928002564815739,1.5084923374351473
-10,0.7598173515981735,1.5084134615384615
+10,0.7513319771384287,1.484399174832388
-11,0.9009840098400984,1.5279863481228668
+11,0.7512293896442002,1.5010910024387114
-12,0.9237854017959936,1.5032402791625126
+12,0.7500732493407559,1.5014322916666667
-13,0.7458100558659218,1.5443196004993758
+13,0.9225746268656716,1.4944388270980788
-14,0.8532110091743119,1.5365025466893039
+14,0.7498284481913537,1.529219505817754
-15,0.7527573529411765,1.5763125763125763
+15,0.7520926610862371,1.4913938138993141
-16,0.9545394476014273,1.4794406756195486
+16,0.9677220876630986,1.4912349753247147
-17,0.970945720945721,1.5248220869416103
+17,0.8573930813019998,1.5010781977074112
-18,0.9012307692307693,1.5110959371799249
+18,0.749878108239883,1.49518855656697
-19,0.7483870967741936,1.498768472906404
+19,0.7498779654398126,1.4893894024215597
-20,0.7492931196983977,1.4981132075471697
+20,0.9544227676386267,1.5048940597251121
-21,0.7442084942084942,1.5382619974059664
+21,0.9234591240698999,1.5086218209495814
-22,0.896256345177665,1.504070796460177
+22,0.7474409448818897,1.4972346589412695
-23,0.8560641812175555,1.5369349503858876
+23,0.7510687912942091,1.4811125485122898
-24,0.7413461538461539,1.4721141374837874
+24,0.9472208638956805,1.4930479074889869
-25,0.74860853432282,1.530359355638166
+25,0.9234612213222099,1.4998949524659908
-26,0.9938509103400893,1.4885244201721337
+26,0.9599521379209299,1.4965531276233115
-27,0.9985219464195284,1.440382141443462
+27,0.7480043362570218,1.519631093544137
-28,0.7454545454545455,1.5198973042362003
+28,0.9543777255954378,1.4986818980667838
-29,0.7340425531914894,1.523056653491436
+29,0.9231032125768968,1.4984397313164437
-30,0.75,1.4676434676434675
+30,0.7529649985536593,1.5167114867460623
-31,0.8550519357884797,1.507454445057979
+31,0.9226023693653836,1.505074992673895
-32,0.74,1.5243243243243243
+32,0.7457677457677457,1.5134740475242268
-33,0.9598136284216657,1.5002427184466018
+33,0.7527205596579868,1.508325803536853
-34,0.8619756427604871,1.5060177917320774
+34,0.8555451081308457,1.5032970846830171
-35,0.8566159520516367,1.4833153928955867
+35,0.7475105984422754,1.5087048272223689
-36,0.8568097014925373,1.4741426238432227
+36,0.7499268506778504,1.5007153075822603
-37,0.7484047402005469,1.5140073081607794
+37,0.7520231213872832,1.4987189341532154
-38,0.7458715596330275,1.4883148831488315
+38,0.7445,1.516051040967092
-39,0.7392959086584205,1.4555984555984556
+39,0.7491408934707904,1.5044560943643512
-40,0.7471698113207547,1.5025252525252526
+40,0.7481254932912391,1.4754055123302123
-41,0.7542448614834674,1.5165876777251184
+41,0.7545271629778671,1.499936507936508
-42,0.7426120114394662,1.4775353016688062
+42,0.9229904440697021,1.5015092940740349
-43,0.7557522123893805,1.509367681498829
+43,0.7528198206883254,1.5031374055576898
-44,0.7656940760389036,1.5277136258660509
+44,0.8993231254517974,1.4968213372305443
-45,0.9362781954887218,1.4798233286488658
+45,0.7515104268173846,1.4906639004149378
-46,0.7513562386980108,1.4849578820697955
+46,0.7508295920359165,1.49798518133368
-47,0.9395829620388523,1.4550455235204856
+47,0.752098813085014,1.5088529638183217
-48,0.9363944298080542,1.4953778135048232
+48,0.9223891625615763,1.499292370957836
-49,0.981863022144582,1.512558869701727
+49,0.7489436965706986,1.503148779847809
-50,0.9369250985545335,1.4914846724103386
+50,0.93728421217828,1.4994662927227442
-51,0.7619047619047619,1.4918981481481481
+51,0.8989733328959885,1.4971722552632538
-52,0.7610773240660296,1.5353881278538812
+52,0.9546440489432703,1.505665763640071
-53,0.7630662020905923,1.5365296803652968
+53,0.9767026090843064,1.5001930557144492
-54,0.7465051258154707,1.4719101123595506
+54,0.7504624671404927,1.5068759730150494
-55,0.7506899724011039,1.5122549019607843
+55,0.7505332557688579,1.4706110321663868
-56,0.7398615232443125,1.5695187165775402
+56,0.7540983606557377,1.4935163996948895
-57,0.9896240163217721,1.5073923543617835
+57,0.7514557453416149,1.488441172672091
-58,0.7525581395348837,1.5401730531520395
+58,0.7529514224888717,1.5039198046523583
-59,0.7520891364902507,1.4876543209876543
+59,0.752,1.489618046654704
-60,0.9224642773483251,1.4959370238699847
+60,0.7515552099533437,1.5128039317123643
-61,0.7553956834532374,1.4357142857142857
+61,0.7516575663026521,1.5143338954468804
-62,0.7472324723247232,1.5308641975308641
+62,0.9768069377507945,1.489733585840607
-63,0.946333018570979,1.4990853151505072
+63,0.9229978209240262,1.5121491856331901
-64,0.7466539196940727,1.412291933418694
+64,0.750242954324587,1.5050518134715025
-65,0.925959165357864,1.498425006057669
+65,0.7440635866865375,1.5152890906663106
-66,0.7655172413793103,1.5146396396396395
+66,0.7479082586868786,1.4978941826796526
-67,0.8547008547008547,1.485
+67,0.9001362663032899,1.4974048442906573
-68,0.7530981887511916,1.5645569620253164
+68,0.7516517683637777,1.5193898655635987
-69,0.7574660633484163,1.5053763440860215
+69,0.7527237354085603,1.4826828637890928
-70,0.9374653098982424,1.4776001578843496
+70,0.9002248362605494,1.5072211966554458
-71,0.7474370922646785,1.5112219451371571
+71,0.94727228247574,1.4916153025033574
-72,0.7457142857142857,1.5236270753512133
+72,0.7505041774704696,1.4783109404990402
-73,0.7488372093023256,1.3975155279503106
+73,0.8991874713321538,1.4953543450537439
-74,0.8597752808988764,1.5070569785676948
+74,0.7506079175177512,1.504211481145523
-75,0.7467889908256881,1.4803439803439804
+75,0.7491169544740973,1.5091028159790438
-76,0.7493112947658402,1.3762254901960784
+76,0.7493891115238002,1.4883265944958914
-77,0.7685025817555938,1.520716685330347
+77,0.7495354523227384,1.5037839248434237
-78,0.7429378531073446,1.5183776932826363
+78,0.7502663954276857,1.4952872821174952
-79,0.7490774907749077,1.4421182266009853
+79,0.7486467867335892,1.5188642040226108
-80,0.752548656163114,1.4864532019704433
+80,0.753227982270187,1.4816425738774466
-81,0.9480420539387475,1.5147862423657987
+81,0.7522012578616353,1.4975559557499356
-82,0.8579335793357934,1.5204301075268818
+82,0.7520420070011669,1.4972847168347556
-83,0.7580935251798561,1.5266903914590748
+83,0.7498784401439269,1.51420049280249
-84,0.7432306255835668,1.5778894472361809
+84,0.9004574802894131,1.4985046661622168
-85,0.75,1.5114503816793894
+85,0.7525135344160866,1.4886947584789312
-86,0.9471317829457364,1.4995907677197577
+86,0.7491955143832277,1.494728621632175
-87,0.7553956834532374,1.4916666666666667
+87,0.7479460093896714,1.480580619850922
-88,0.7524932003626473,1.4542168674698794
+88,0.9983438691102935,1.4900447848469016
-89,0.7562949640287769,1.5124851367419738
+89,0.857323600973236,1.495402429333636
-90,0.9234516353514266,1.4971112785732228
+90,0.8577753989879331,1.4939588178569403
-91,0.8603377453217709,1.483819628647215
+91,0.8576503795989877,1.4911195596663451
-92,0.90021624961384,1.5229924502402197
+92,0.7499509322865554,1.5125621565035332
-93,0.7497630331753554,1.5474083438685209
+93,0.7475007423537563,1.5266154661016949
-94,0.7411652340019103,1.481958762886598
+94,0.7539126260201632,1.5132450331125828
-95,0.7532110091743119,1.51278928136419
+95,0.8578224358040872,1.5088841104572204
-96,0.7465051258154707,1.511860174781523
+96,0.7469367588932806,1.50906204524408
-97,0.8575406032482599,1.4756493506493507
+97,0.9233402111906784,1.4932039855929753
-98,0.8571428571428571,1.4924731182795699
+98,0.7490180675569521,1.5056371263765076
-99,0.7541436464088398,1.5335775335775337
+99,0.7563760944042635,1.4837695017614494
-100,0.9224842400186785,1.5115160718805365
+100,0.752710027100271,1.5027645621705028
--- a/experiments/No_Refresh_3_0s_ttl/lambda_distribution.pdf
+++ b/experiments/No_Refresh_3_0s_ttl/lambda_distribution.pdf
--- a/experiments/No_Refresh_3_0s_ttl/lambda_vs_access_count.pdf
+++ b/experiments/No_Refresh_3_0s_ttl/lambda_vs_access_count.pdf
--- a/experiments/No_Refresh_3_0s_ttl/objects_in_cache_over_time.pdf
+++ b/experiments/No_Refresh_3_0s_ttl/objects_in_cache_over_time.pdf
--- a/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.8159040915293513,1.4993537506269705
+mean,0.8084803040405154,1.5004162909676702
-std,0.08567749535403389,0.034432376657342924
+std,0.08449567004331755,0.01094342334307551
-min,0.7340425531914894,1.3762254901960784
+min,0.7440635866865375,1.4706110321663868
-25%,0.7487800405574492,1.4829120509700968
+25%,0.749878357167916,1.4938482133164275
-50%,0.7566132860809319,1.5028827658438826
+50%,0.752086988819982,1.5000647818254786
-75%,0.9001234426069753,1.5205017519777482
+75%,0.89935085162966,1.5074973483757976
-max,0.9985219464195284,1.5778894472361809
+max,0.9983438691102935,1.529219505817754
--- a/experiments/No_Refresh_4_0s_ttl/details.csv
+++ b/experiments/No_Refresh_4_0s_ttl/details.csv
@@ -1,101 +1,101 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,1046,835,211,0,1,79.83,1.511472275334608
+1,20435,18160,2275,0,2,88.87,1.7857597259603621
-2,3155,2907,248,0,3,92.14,1.8263074484944533
+2,81256,78782,2474,0,8,96.96,1.950932854189229
-3,1124,909,215,0,1,80.87,1.596085409252669
+3,10278,8246,2032,0,1,80.23,1.6109165207238763
-4,1092,876,216,0,1,80.22,1.6272893772893773
+4,20294,18024,2270,0,2,88.81,1.783433527150882
-5,2111,1876,235,0,2,88.87,1.7721459024159165
+5,10110,8071,2039,0,1,79.83,1.5979228486646884
-6,1096,883,213,0,1,80.57,1.6177007299270072
+6,40580,38182,2398,0,4,94.09,1.8920896993592904
-7,36484,36219,265,0,34,99.27,1.9837737090231333
+7,81588,79113,2475,0,8,96.97,1.9418174241309996
-8,1106,890,216,0,1,80.47,1.6012658227848102
+8,10025,7994,2031,0,1,79.74,1.5697755610972568
-9,7586,7329,257,0,7,96.61,1.9272343791194306
+9,30536,28180,2356,0,3,92.28,1.8446096410793817
-10,1061,850,211,0,1,80.11,1.589066918001885
+10,20308,18048,2260,0,2,88.87,1.7812684656293087
-11,3225,2979,246,0,3,92.37,1.8316279069767443
+11,61345,58898,2447,0,6,96.01,1.9128209308012063
-12,1115,899,216,0,1,80.63,1.5919282511210762
+12,10244,8193,2051,0,1,79.98,1.6127489262007029
-13,3169,2924,245,0,3,92.27,1.8554749132218364
+13,10287,8252,2035,0,1,80.22,1.5930786429474093
-14,11820,11559,261,0,11,97.79,1.9683587140439933
+14,10228,8187,2041,0,1,80.04,1.596304262807978
-15,1094,883,211,0,1,80.71,1.6206581352833638
+15,10154,8111,2043,0,1,79.88,1.5791806184754777
-16,1056,844,212,0,1,79.92,1.6420454545454546
+16,10277,8222,2055,0,1,80.0,1.5889851123868832
-17,1067,853,214,0,1,79.94,1.5941893158388003
+17,10303,8249,2054,0,1,80.06,1.6019605940017472
-18,1078,862,216,0,1,79.96,1.5584415584415585
+18,20458,18185,2273,0,2,88.89,1.7886401407762245
-19,1058,843,215,0,1,79.68,1.61531190926276
+19,51095,48666,2429,0,5,95.25,1.910695762794794
-20,1073,861,212,0,1,80.24,1.6150978564771667
+20,10226,8197,2029,0,1,80.16,1.5989634265597497
-21,1037,822,215,0,1,79.27,1.5641272902603665
+21,20571,18300,2271,0,2,88.96,1.7734188906713335
-22,1075,862,213,0,1,80.19,1.6353488372093024
+22,20516,18246,2270,0,2,88.94,1.7836810294404368
-23,1030,821,209,0,1,79.71,1.5747572815533981
+23,295812,293282,2530,0,29,99.14,1.9740612280772922
-24,1064,852,212,0,1,80.08,1.6165413533834587
+24,10305,8270,2035,0,1,80.25,1.606501698204755
-25,5471,5216,255,0,5,95.34,1.9296289526594772
+25,20376,18103,2273,0,2,88.84,1.7651158225363173
-26,128924,128658,266,0,121,99.79,1.9766296422698644
+26,20402,18132,2270,0,2,88.87,1.7657582589942162
-27,1072,855,217,0,1,79.76,1.6100746268656716
+27,10030,7995,2035,0,1,79.71,1.6048853439680957
-28,2007,1773,234,0,2,88.34,1.7842551071250623
+28,10125,8071,2054,0,1,79.71,1.5887407407407408
-29,2180,1943,237,0,2,89.13,1.7605504587155962
+29,112722,110227,2495,0,11,97.79,1.9490339064246553
-30,27777,27513,264,0,26,99.05,1.9725672318824927
+30,10190,8155,2035,0,1,80.03,1.6080471050049068
-31,1032,816,216,0,1,79.07,1.569767441860465
+31,20412,18140,2272,0,2,88.87,1.763668430335097
-32,1025,812,213,0,1,79.22,1.575609756097561
+32,10216,8176,2040,0,1,80.03,1.600626468285043
-33,2070,1832,238,0,2,88.5,1.8169082125603864
+33,10224,8187,2037,0,1,80.08,1.6048513302034428
-34,16940,16677,263,0,16,98.45,1.9874852420306965
+34,10359,8303,2056,0,1,80.15,1.591080220098465
-35,1008,801,207,0,1,79.46,1.6001984126984128
+35,10388,8335,2053,0,1,80.24,1.6205236811705814
-36,1096,884,212,0,1,80.66,1.5857664233576643
+36,20367,18099,2268,0,2,88.86,1.77713949035204
-37,4275,4023,252,0,4,94.11,1.88046783625731
+37,20371,18107,2264,0,2,88.89,1.781257670217466
-38,1028,815,213,0,1,79.28,1.5807392996108949
+38,30393,28038,2355,0,3,92.25,1.867403678478597
-39,1068,856,212,0,1,80.15,1.5795880149812733
+39,20361,18092,2269,0,2,88.86,1.7774667256028682
-40,8461,8202,259,0,8,96.94,1.9666706063113106
+40,10214,8164,2050,0,1,79.93,1.5947718817309575
-41,1002,793,209,0,1,79.14,1.562874251497006
+41,20237,17970,2267,0,2,88.8,1.7825764688441963
-42,2114,1876,238,0,2,88.74,1.7913907284768211
+42,40847,38438,2409,0,4,94.1,1.8866746639900116
-43,2067,1833,234,0,2,88.68,1.7397194000967586
+43,30414,28066,2348,0,3,92.28,1.8445123956072862
-44,1046,832,214,0,1,79.54,1.5334608030592733
+44,10204,8157,2047,0,1,79.94,1.5944727557820462
-45,1102,893,209,0,1,81.03,1.6234119782214156
+45,10350,8296,2054,0,1,80.15,1.5795169082125604
-46,1011,798,213,0,1,78.93,1.5618199802176063
+46,20228,17968,2260,0,2,88.83,1.766363456594819
-47,1132,920,212,0,1,81.27,1.6236749116607774
+47,10295,8259,2036,0,1,80.22,1.602525497814473
-48,9644,9384,260,0,9,97.3,1.9399626710908338
+48,10227,8183,2044,0,1,80.01,1.594113620807666
-49,2163,1925,238,0,2,89.0,1.765603328710125
+49,40854,38454,2400,0,4,94.13,1.8942576002349831
-50,1008,798,210,0,1,79.17,1.6587301587301588
+50,10355,8314,2041,0,1,80.29,1.614196040560116
-51,1034,819,215,0,1,79.21,1.574468085106383
+51,10294,8242,2052,0,1,80.07,1.5964639595881096
-52,1052,834,218,0,1,79.28,1.591254752851711
+52,10228,8181,2047,0,1,79.99,1.6165428236214314
-53,1050,833,217,0,1,79.33,1.6752380952380952
+53,81599,79123,2476,0,8,96.97,1.938798269586637
-54,14782,14520,262,0,14,98.23,1.9263293194425652
+54,20433,18155,2278,0,2,88.85,1.788968824940048
-55,2138,1900,238,0,2,88.87,1.7600561272217026
+55,10169,8122,2047,0,1,79.87,1.5943553938440358
-56,4326,4075,251,0,4,94.2,1.9059177068885806
+56,10174,8131,2043,0,1,79.92,1.5905248673088264
-57,4249,3997,252,0,4,94.07,1.8696163803247823
+57,10247,8208,2039,0,1,80.1,1.592563677173807
-58,1064,850,214,0,1,79.89,1.574248120300752
+58,10367,8311,2056,0,1,80.17,1.6178257933828495
-59,1070,856,214,0,1,80.0,1.5841121495327102
+59,10238,8193,2045,0,1,80.03,1.6112521976948624
-60,6313,6058,255,0,6,95.96,1.939489941390781
+60,10266,8232,2034,0,1,80.19,1.6083187219949346
-61,2143,1904,239,0,2,88.85,1.7368175454969668
+61,10131,8079,2052,0,1,79.75,1.5869114598756293
-62,1066,853,213,0,1,80.02,1.6303939962476548
+62,10230,8186,2044,0,1,80.02,1.6131964809384165
-63,5272,5017,255,0,5,95.16,1.8988998482549317
+63,10180,8159,2021,0,1,80.15,1.619056974459725
-64,1037,827,210,0,1,79.75,1.6663452266152363
+64,20508,18244,2264,0,2,88.96,1.7919836161497953
-65,5142,4889,253,0,5,95.08,1.9224037339556592
+65,10284,8234,2050,0,1,80.07,1.6067677946324388
-66,1000,783,217,0,1,78.3,1.57
+66,30601,28244,2357,0,3,92.3,1.8235024999183034
-67,1064,848,216,0,1,79.7,1.5780075187969924
+67,10167,8126,2041,0,1,79.93,1.6418805940788828
-68,1093,877,216,0,1,80.24,1.6413540713632204
+68,10063,8010,2053,0,1,79.6,1.5928649508098975
-69,1085,875,210,0,1,80.65,1.5594470046082949
+69,20183,17916,2267,0,2,88.77,1.7774364564237228
-70,2123,1885,238,0,2,88.79,1.7644842204427698
+70,20651,18382,2269,0,2,89.01,1.7801075008474165
-71,1051,838,213,0,1,79.73,1.659372026641294
+71,10281,8240,2041,0,1,80.15,1.5826281490127418
-72,1074,859,215,0,1,79.98,1.5614525139664805
+72,10214,8178,2036,0,1,80.07,1.5974153123164285
-73,3227,2979,248,0,3,92.31,1.8404090486519988
+73,51166,48737,2429,0,5,95.25,1.9054645663135676
-74,1069,855,214,0,1,79.98,1.5930776426566884
+74,10238,8185,2053,0,1,79.95,1.6050986520804844
-75,1051,838,213,0,1,79.73,1.5470980019029497
+75,10027,7986,2041,0,1,79.64,1.5802333699012665
-76,1138,920,218,0,1,80.84,1.5500878734622143
+76,10050,8036,2014,0,1,79.96,1.6217910447761195
-77,2082,1844,238,0,2,88.57,1.749759846301633
+77,10184,8145,2039,0,1,79.98,1.6089945011783189
-78,1107,894,213,0,1,80.76,1.6567299006323397
+78,10220,8193,2027,0,1,80.17,1.6072407045009784
-79,1091,875,216,0,1,80.2,1.6223648029330888
+79,10160,8137,2023,0,1,80.09,1.6166338582677164
-80,1089,876,213,0,1,80.44,1.5583103764921946
+80,122432,119933,2499,0,12,97.96,1.9536395713538943
-81,4088,3838,250,0,4,93.88,1.8732876712328768
+81,40903,38502,2401,0,4,94.13,1.870425152189326
-82,1095,882,213,0,1,80.55,1.5726027397260274
+82,81311,78838,2473,0,8,96.96,1.9353961948567844
-83,1091,882,209,0,1,80.84,1.620531622364803
+83,10199,8154,2045,0,1,79.95,1.6078046867339935
-84,2151,1912,239,0,2,88.89,1.7759181775918178
+84,10202,8154,2048,0,1,79.93,1.6100764555969418
-85,1068,859,209,0,1,80.43,1.5627340823970037
+85,20238,17974,2264,0,2,88.81,1.7719142207728036
-86,3221,2973,248,0,3,92.3,1.887923005277864
+86,10137,8087,2050,0,1,79.78,1.609450527769557
-87,3221,2973,248,0,3,92.3,1.8593604470661285
+87,10143,8102,2041,0,1,79.88,1.5938085379079168
-88,1059,847,212,0,1,79.98,1.591123701605288
+88,10110,8073,2037,0,1,79.85,1.5952522255192878
-89,2107,1871,236,0,2,88.8,1.7816801139060274
+89,10221,8176,2045,0,1,79.99,1.609822913609236
-90,1030,820,210,0,1,79.61,1.5388349514563107
+90,40845,38443,2402,0,4,94.12,1.9007467254253887
-91,1067,853,214,0,1,79.94,1.5829428303655109
+91,10242,8201,2041,0,1,80.07,1.5639523530560437
-92,10619,10359,260,0,10,97.55,1.9609191072605707
+92,20294,18022,2272,0,2,88.8,1.7786537892973293
-93,2161,1923,238,0,2,88.99,1.7954650624710782
+93,40970,38565,2405,0,4,94.13,1.8723456187454235
-94,2104,1869,235,0,2,88.83,1.7599809885931559
+94,30953,28591,2362,0,3,92.37,1.8392724453203244
-95,2143,1906,237,0,2,88.94,1.7223518432104525
+95,20475,18207,2268,0,2,88.92,1.773040293040293
-96,1124,905,219,0,1,80.52,1.5951957295373667
+96,10000,7977,2023,0,1,79.77,1.5817
-97,1036,824,212,0,1,79.54,1.6303088803088803
+97,10281,8238,2043,0,1,80.13,1.6159906623869273
-98,1066,850,216,0,1,79.74,1.596622889305816
+98,10136,8094,2042,0,1,79.85,1.6071428571428572
-99,2203,1964,239,0,2,89.15,1.7748524738992284
+99,20392,18127,2265,0,2,88.89,1.7948705374656728
-100,2107,1867,240,0,2,88.61,1.7508305647840532
+100,10191,8155,2036,0,1,80.02,1.5958198410362083
--- a/experiments/No_Refresh_4_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_4_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.7982791586998088,1.8934131736526947
+1,0.8886713971127966,2.0094713656387664
-2,0.9213946117274168,1.9821121431028552
+2,0.9695530176233139,2.0121982178670255
-3,0.8087188612099644,1.9735973597359735
+3,0.8022961665693715,2.007882609750182
-4,0.8021978021978022,2.028538812785388
+4,0.8881442790972701,2.0080448291167334
-5,0.8886783514921838,1.994136460554371
+5,0.7983184965380811,2.0016107049931855
-6,0.8056569343065694,2.0079275198187996
+6,0.9409068506653524,2.0109213765648737
-7,0.9927365420458283,1.9982881912808195
+7,0.9696646565671422,2.0025659499702955
-8,0.8047016274864376,1.989887640449438
+8,0.7974064837905237,1.9686014510883163
-9,0.9661218033219088,1.994815118024287
+9,0.9228451663610165,1.9988289567068842
-10,0.8011310084825636,1.983529411764706
+10,0.888713807366555,2.0043218085106385
-11,0.9237209302325582,1.9828801611278952
+11,0.9601108484799087,1.99229175863357
-12,0.8062780269058296,1.974416017797553
+12,0.7997852401405701,2.0164774807762726
-13,0.9226885452824235,2.0109439124487003
+13,0.8021775055895791,1.9859428017450316
-14,0.9779187817258883,2.0128038757678
+14,0.8004497457958545,1.9942591914010015
-15,0.8071297989031079,2.0079275198187996
+15,0.798798503052984,1.9769448896560227
-16,0.7992424242424242,2.0545023696682465
+16,0.8000389218643573,1.9861347603989297
-17,0.7994376757263355,1.9941383352872215
+17,0.8006405901193827,2.0008485877076008
-18,0.7996289424860853,1.948955916473318
+18,0.8888943200703882,2.012207863623866
-19,0.7967863894139886,2.0272835112692764
+19,0.9524611018690674,2.006061726872971
-20,0.8024231127679403,2.012775842044135
+20,0.8015841971445336,1.994754178357936
-21,0.7926711668273867,1.97323600973236
+21,0.8896018667055564,1.9934972677595628
-22,0.8018604651162791,2.039443155452436
+22,0.8893546500292455,2.00559026635975
-23,0.7970873786407767,1.9756394640682096
+23,0.9914472705637364,1.9910904862896461
-24,0.8007518796992481,2.0187793427230045
+24,0.8025230470645318,2.001813784764208
-25,0.9533906050082251,2.0239647239263805
+25,0.8884471927758146,1.9867425288626195
-26,0.9979367689491483,1.9807163176794291
+26,0.8887363983923144,1.9868188837414515
-27,0.7975746268656716,2.0187134502923976
+27,0.7971086739780658,2.013383364602877
-28,0.8834080717488789,2.0197405527354766
+28,0.7971358024691358,1.9930615784908934
-29,0.8912844036697247,1.975295934122491
+29,0.9778659001792019,1.9931504985166975
-30,0.9904957338805487,1.9914949296696107
+30,0.8002944062806673,2.009319435928878
-31,0.7906976744186046,1.9852941176470589
+31,0.8886929257299627,1.9845644983461963
-32,0.7921951219512195,1.9889162561576355
+32,0.8003132341425215,2.0
-33,0.885024154589372,2.052947598253275
+33,0.8007629107981221,2.004152925369488
-34,0.9844746162927981,2.0188283264376086
+34,0.8015252437493967,1.9850656389256895
-35,0.7946428571428571,2.013732833957553
+35,0.802368117058144,2.0196760647870424
-36,0.8065693430656934,1.9660633484162895
+36,0.8886433937251436,1.9998342449859108
-37,0.9410526315789474,1.9982600049714143
+37,0.8888616170045653,2.003976362732645
-38,0.7928015564202334,1.9938650306748467
+38,0.9225150528082124,2.0242527997717383
-39,0.8014981273408239,1.9707943925233644
+39,0.8885614655468789,2.0003869113420296
-40,0.9693889611157074,2.028773469885394
+40,0.7992950851772077,1.9952229299363058
-41,0.7914171656686627,1.974779319041614
+41,0.887977467015862,2.007456872565387
-42,0.8874172185430463,2.0186567164179103
+42,0.94102382059882,2.0049170092096364
-43,0.8867924528301887,1.961811238406983
+43,0.922798711119879,1.998824200099765
-44,0.7954110898661568,1.9278846153846154
+44,0.7993923951391612,1.994605859997548
-45,0.8103448275862069,2.003359462486002
+45,0.8015458937198068,1.9705882352941178
-46,0.7893175074183977,1.9786967418546366
+46,0.888273680047459,1.9885351736420303
-47,0.8127208480565371,1.9978260869565216
+47,0.8022340942204954,1.9975783993219518
-48,0.9730402322687681,1.9937127024722934
+48,0.8001368925393566,1.992301112061591
-49,0.889967637540453,1.9838961038961038
+49,0.9412542223527683,2.0124824465595257
-50,0.7916666666666666,2.0952380952380953
+50,0.8028971511347175,2.0104642771229253
-51,0.7920696324951644,1.9877899877899878
+51,0.8006605789780454,1.993933511283669
-52,0.7927756653992395,2.0071942446043165
+52,0.79986312084474,2.0210243246546877
-53,0.7933333333333333,2.1116446578631454
+53,0.9696564908883687,1.9994691808955676
-54,0.9822757407657963,1.9610881542699725
+54,0.888513678852836,2.0134398237400166
-55,0.8886810102899907,1.9805263157894737
+55,0.7987019372603009,1.9961832061068703
-56,0.9419787332408691,2.0233128834355827
+56,0.799194023982701,1.9901611117943672
-57,0.9406919275123559,1.9874906179634726
+57,0.8010149311993754,1.988182261208577
-58,0.7988721804511278,1.9705882352941178
+58,0.8016784026237098,2.01804836963061
-59,0.8,1.980140186915888
+59,0.8002539558507521,2.013426095447333
-60,0.9596071598289244,2.021129085506768
+60,0.8018702513150204,2.005709426627794
-61,0.8884741017265516,1.9548319327731092
+61,0.7974533609712763,1.9899740066839955
-62,0.800187617260788,2.037514654161782
+62,0.8001955034213099,2.01600293183484
-63,0.9516312594840668,1.9954155870041859
+63,0.8014734774066797,2.020100502512563
-64,0.7974927675988428,2.089480048367594
+64,0.8896040569533841,2.0143608857706643
-65,0.9507973551147414,2.021885866230313
+65,0.8006612213146636,2.006801068739373
-66,0.783,2.005108556832695
+66,0.9229763733211332,1.9756762498229712
-67,0.7969924812030075,1.9799528301886793
+67,0.7992524835251303,2.0542702436623186
-68,0.8023787740164684,2.0456100342075256
+68,0.7959852926562655,2.001123595505618
-69,0.8064516129032258,1.9337142857142857
+69,0.8876777486003072,2.0023442732752845
-70,0.8878944889307584,1.9872679045092838
+70,0.8901263861314223,1.9998367968664998
-71,0.7973358705994291,2.081145584725537
+71,0.8014784554031709,1.974635922330097
-72,0.7998137802607076,1.9522700814901048
+72,0.8006657528881926,1.9951088285644412
-73,0.9231484350790208,1.9936220208123532
+73,0.9525270687565962,2.0004308841332046
-74,0.7998129092609916,1.991812865497076
+74,0.7994725532330533,2.007697006719609
-75,0.7973358705994291,1.9403341288782816
+75,0.7964495861174828,1.9840971700475833
-76,0.8084358523725835,1.9173913043478261
+76,0.7996019900497513,2.0282478845196614
-77,0.8856868395773295,1.9755965292841648
+77,0.7997839748625295,2.0117863720073665
-78,0.8075880758807588,2.0514541387024607
+78,0.8016634050880627,2.004882216526303
-79,0.8020164986251146,2.0228571428571427
+79,0.8008858267716535,2.0185572078161487
-80,0.8044077134986226,1.937214611872146
+80,0.9795886696288552,1.9943468436543736
-81,0.9388454011741683,1.9953100573215217
+81,0.9413001491333154,1.9870656069814554
-82,0.8054794520547945,1.9523809523809523
+82,0.969585910885366,1.9961059387604962
-83,0.8084326306141155,2.00453514739229
+83,0.7994901460927542,2.011037527593819
-84,0.8888888888888888,1.997907949790795
+84,0.7992550480297981,2.0144714250674514
-85,0.8043071161048689,1.9429569266589057
+85,0.8881312382646507,1.9951040391676866
-86,0.9230052778640174,2.0454086781029264
+86,0.7977705435533196,2.017435390132311
-87,0.9230052778640174,2.0144635048772286
+87,0.7987774820072957,1.9953098000493705
-88,0.7998111425873465,1.989374262101535
+88,0.7985163204747775,1.9977703455964326
-89,0.8879924062648316,2.006413682522715
+89,0.799921729772038,2.0124755381604698
-90,0.7961165048543689,1.9329268292682926
+90,0.9411923124005386,2.0195094035325027
-91,0.7994376757263355,1.9800703399765534
+91,0.8007225151337629,1.9531764418973296
-92,0.9755155852716828,2.0101361135244713
+92,0.8880457278013206,2.002885362334924
-93,0.8898658028690422,2.017680707228289
+93,0.9412985111056871,1.9891092959937768
-94,0.8883079847908745,1.9812734082397003
+94,0.9236907569540916,1.99122101360568
-95,0.8894073728418106,1.9365162644281217
+95,0.8892307692307693,1.9939034437304333
-96,0.8051601423487544,1.9812154696132596
+96,0.7977,1.9828256236680457
-97,0.7953667953667953,2.049757281553398
+97,0.8012839217974905,2.0167516387472686
-98,0.797373358348968,2.0023529411764707
+98,0.7985398579321231,2.0126019273535953
-99,0.8915115751248298,1.990835030549898
+99,0.8889270302079246,2.019142715286589
-100,0.88609397247271,1.9758971612212104
+100,0.8002158767539986,1.9942366646229308
--- a/experiments/No_Refresh_4_0s_ttl/lambda_distribution.pdf
+++ b/experiments/No_Refresh_4_0s_ttl/lambda_distribution.pdf
--- a/experiments/No_Refresh_4_0s_ttl/lambda_vs_access_count.pdf
+++ b/experiments/No_Refresh_4_0s_ttl/lambda_vs_access_count.pdf
--- a/experiments/No_Refresh_4_0s_ttl/objects_in_cache_over_time.pdf
+++ b/experiments/No_Refresh_4_0s_ttl/objects_in_cache_over_time.pdf
--- a/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.8529286517016675,1.9959603082017114
+mean,0.8510557628431259,2.0010172191143316
-std,0.06775773364762111,0.0367534968685268
+std,0.06321177863870277,0.014208951960786203
-min,0.783,1.8934131736526947
+min,0.7959852926562655,1.9531764418973296
-25%,0.7991498632946001,1.9758327369329602
+25%,0.7999070775402135,1.9931282685102465
-50%,0.8065104779844596,1.9937888665735701
+50%,0.8017743269693651,2.0006397359204025
-75%,0.891341196533501,2.0179247095256945
+75%,0.8892617394303883,2.011224738697206
-max,0.9979367689491483,2.1116446578631454
+max,0.9914472705637364,2.0542702436623186
--- a/experiments/No_Refresh_5_0s_ttl/details.csv
+++ b/experiments/No_Refresh_5_0s_ttl/details.csv
@@ -1,101 +1,101 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,1017,842,175,0,1,82.79,2.057030481809243
+1,20339,18479,1860,0,2,90.86,2.27017060819116
-2,20019,19810,209,0,19,98.96,2.4550676856985865
+2,10130,8439,1691,0,1,83.31,2.0746298124383022
-3,1075,896,179,0,1,83.35,2.046511627906977
+3,10236,8533,1703,0,1,83.36,2.1051191871824932
-4,1095,918,177,0,1,83.84,2.0182648401826486
+4,10206,8504,1702,0,1,83.32,2.067705271408975
-5,1010,834,176,0,1,82.57,2.0287128712871287
+5,337084,335059,2025,0,33,99.4,2.4886942127184914
-6,5324,5120,204,0,5,96.17,2.432757325319309
+6,10235,8540,1695,0,1,83.44,2.0965315095261357
-7,2139,1944,195,0,2,90.88,2.2954651706404863
+7,10061,8368,1693,0,1,83.17,2.1009839976145512
-8,1059,883,176,0,1,83.38,2.075542965061379
+8,20019,18166,1853,0,2,90.74,2.2494130575952846
-9,1017,844,173,0,1,82.99,2.062930186823992
+9,40733,38791,1942,0,4,95.23,2.3839147619865955
-10,3214,3015,199,0,3,93.81,2.3378967019290604
+10,10170,8483,1687,0,1,83.41,2.0863323500491644
-11,1041,864,177,0,1,83.0,2.143131604226705
+11,60945,58976,1969,0,6,96.77,2.429977848880138
-12,3188,2990,198,0,3,93.79,2.3808030112923464
+12,20228,18381,1847,0,2,90.87,2.245451848922286
-13,1022,845,177,0,1,82.68,2.080234833659491
+13,30786,28873,1913,0,3,93.79,2.340446956408757
-14,1067,890,177,0,1,83.41,2.121836925960637
+14,20305,18456,1849,0,2,90.89,2.2825412459985226
-15,1042,867,175,0,1,83.21,2.1833013435700575
+15,10133,8430,1703,0,1,83.19,2.1018454554426134
-16,1097,921,176,0,1,83.96,2.1011850501367366
+16,10232,8535,1697,0,1,83.41,2.083463643471462
-17,5256,5053,203,0,5,96.14,2.4185692541856927
+17,20384,18527,1857,0,2,90.89,2.282182103610675
-18,2164,1970,194,0,2,91.04,2.2384473197781887
+18,172949,170936,2013,0,17,98.84,2.476631839443998
-19,12809,12601,208,0,12,98.38,2.4585838082598173
+19,10273,8579,1694,0,1,83.51,2.06823712644797
-20,1028,850,178,0,1,82.68,2.0428015564202333
+20,10053,8356,1697,0,1,83.12,2.0936038993335324
-21,1118,940,178,0,1,84.08,2.186046511627907
+21,40600,38661,1939,0,4,95.22,2.3798029556650246
-22,4223,4020,203,0,4,95.19,2.4106085721051387
+22,10251,8545,1706,0,1,83.36,2.0913081650570677
-23,1063,889,174,0,1,83.63,1.9614299153339605
+23,10000,8294,1706,0,1,82.94,2.0405
-24,1098,922,176,0,1,83.97,2.0
+24,10159,8461,1698,0,1,83.29,2.059553105620632
-25,3158,2960,198,0,3,93.73,2.3556048131728944
+25,10015,8309,1706,0,1,82.97,2.059211183225162
-26,1062,887,175,0,1,83.52,2.1421845574387945
+26,10136,8428,1708,0,1,83.15,2.0944159431728493
-27,1058,880,178,0,1,83.18,2.112476370510397
+27,10193,8498,1695,0,1,83.37,2.0631806141469635
-28,97039,96828,211,0,92,99.78,2.4460680757221325
+28,51036,49073,1963,0,5,96.15,2.4281879457637747
-29,2078,1886,192,0,2,90.76,2.296438883541867
+29,70592,68613,1979,0,7,97.2,2.430969514959202
-30,5251,5048,203,0,5,96.13,2.410588459341078
+30,10219,8513,1706,0,1,83.31,2.111361189940307
-31,1093,913,180,0,1,83.53,2.0347666971637692
+31,10178,8483,1695,0,1,83.35,2.1005109058754177
-32,1039,865,174,0,1,83.25,2.051973051010587
+32,81130,79143,1987,0,8,97.55,2.4394675212621717
-33,1034,862,172,0,1,83.37,2.0599613152804643
+33,30477,28564,1913,0,3,93.72,2.350854742920891
-34,1057,881,176,0,1,83.35,2.1712393566698203
+34,10178,8470,1708,0,1,83.22,2.1021811750835133
-35,1135,957,178,0,1,84.32,2.1145374449339207
+35,91956,89964,1992,0,9,97.83,2.4512592979250947
-36,5214,5012,202,0,5,96.13,2.345416187188339
+36,10253,8552,1701,0,1,83.41,2.094703989076368
-37,32649,32439,210,0,31,99.36,2.521853655548409
+37,10180,8484,1696,0,1,83.34,2.0740667976424363
-38,2052,1861,191,0,2,90.69,2.257797270955166
+38,20269,18418,1851,0,2,90.87,2.2567467561300507
-39,2122,1931,191,0,2,91.0,2.2582469368520264
+39,20493,18637,1856,0,2,90.94,2.272092909774069
-40,5396,5191,205,0,5,96.2,2.38880652335063
+40,10164,8460,1704,0,1,83.23,2.0839236521054705
-41,1062,882,180,0,1,83.05,2.083804143126177
+41,20209,18358,1851,0,2,90.84,2.261715077440744
-42,2069,1879,190,0,2,90.82,2.247462542290962
+42,10327,8624,1703,0,1,83.51,2.048997772828508
-43,2051,1858,193,0,2,90.59,2.262311067771819
+43,10160,8465,1695,0,1,83.32,2.0996062992125983
-44,1098,919,179,0,1,83.7,2.0564663023679417
+44,112266,110266,2000,0,11,98.22,2.4545454545454546
-45,1047,871,176,0,1,83.19,2.0448901623686724
+45,10315,8608,1707,0,1,83.45,2.0952011633543384
-46,1087,916,171,0,1,84.27,2.044158233670653
+46,10300,8595,1705,0,1,83.45,2.0733009708737864
-47,1020,845,175,0,1,82.84,2.0764705882352943
+47,10086,8397,1689,0,1,83.25,2.0808050763434465
-48,1066,892,174,0,1,83.68,2.1397748592870545
+48,10211,8497,1714,0,1,83.21,2.055528351777495
-49,2105,1914,191,0,2,90.93,2.2679334916864606
+49,152402,150392,2010,0,15,98.68,2.4713061508379157
-50,1098,921,177,0,1,83.88,2.0801457194899817
+50,20385,18531,1854,0,2,90.91,2.281236203090508
-51,1081,906,175,0,1,83.81,2.087881591119334
+51,20085,18237,1848,0,2,90.8,2.275379636544685
-52,1029,855,174,0,1,83.09,2.072886297376093
+52,10124,8433,1691,0,1,83.3,2.0587712366653497
-53,5238,5035,203,0,5,96.12,2.4014891179839633
+53,71299,69318,1981,0,7,97.22,2.4399220185416346
-54,1044,868,176,0,1,83.14,2.057471264367816
+54,10042,8346,1696,0,1,83.11,2.057159928301135
-55,1028,855,173,0,1,83.17,2.0836575875486383
+55,10076,8394,1682,0,1,83.31,2.0668916236601826
-56,4234,4031,203,0,4,95.21,2.411667453944261
+56,20766,18911,1855,0,2,91.07,2.2754502552248868
-57,3136,2938,198,0,3,93.69,2.314732142857143
+57,10246,8566,1680,0,1,83.6,2.0716377122779623
-58,2111,1919,192,0,2,90.9,2.286120322122217
+58,20214,18359,1855,0,2,90.82,2.290739091718611
-59,1077,901,176,0,1,83.66,2.071494893221913
+59,71129,69150,1979,0,7,97.22,2.4332269538444233
-60,1083,904,179,0,1,83.47,2.1865189289012004
+60,10144,8445,1699,0,1,83.25,2.071076498422713
-61,1052,874,178,0,1,83.08,2.008555133079848
+61,20377,18529,1848,0,2,90.93,2.266329685429651
-62,2113,1922,191,0,2,90.96,2.2749645054424987
+62,10267,8564,1703,0,1,83.41,2.077237752021038
-63,3164,2966,198,0,3,93.74,2.326801517067004
+63,10030,8344,1686,0,1,83.19,2.089531405782652
-64,1078,901,177,0,1,83.58,2.047309833024119
+64,10058,8366,1692,0,1,83.18,2.100914694770332
-65,5165,4962,203,0,5,96.07,2.3688286544046466
+65,30672,28760,1912,0,3,93.77,2.324954355764215
-66,1081,903,178,0,1,83.53,2.057354301572618
+66,10239,8538,1701,0,1,83.39,2.088289872057818
-67,1001,828,173,0,1,82.72,2.07992007992008
+67,10131,8433,1698,0,1,83.24,2.0949560754121013
-68,2105,1913,192,0,2,90.88,2.224228028503563
+68,10031,8343,1688,0,1,83.17,2.0731731631940984
-69,2164,1969,195,0,2,90.99,2.2523105360443623
+69,10269,8565,1704,0,1,83.41,2.0710877397993963
-70,1099,921,178,0,1,83.8,2.1255686988171063
+70,305170,303147,2023,0,30,99.34,2.4785332765343906
-71,1000,825,175,0,1,82.5,2.077
+71,10134,8450,1684,0,1,83.38,2.0746003552397867
-72,1025,851,174,0,1,83.02,2.1365853658536587
+72,10387,8682,1705,0,1,83.59,2.091364205256571
-73,2080,1887,193,0,2,90.72,2.3610576923076922
+73,40590,38651,1939,0,4,95.22,2.3761763981276176
-74,1111,934,177,0,1,84.07,2.1467146714671466
+74,40322,38388,1934,0,4,95.2,2.3638956400972173
-75,1022,847,175,0,1,82.88,2.00293542074364
+75,20298,18443,1855,0,2,90.86,2.264952212040595
-76,1109,932,177,0,1,84.04,2.1199278629395852
+76,10017,8330,1687,0,1,83.16,2.1029250274533293
-77,1053,876,177,0,1,83.19,2.0579297245963915
+77,20194,18338,1856,0,2,90.81,2.257056551450926
-78,1059,884,175,0,1,83.47,2.169971671388102
+78,10215,8527,1688,0,1,83.48,2.052080274106706
-79,1055,879,176,0,1,83.32,2.104265402843602
+79,10126,8421,1705,0,1,83.16,2.097768121666996
-80,1059,882,177,0,1,83.29,2.1359773371104818
+80,10243,8537,1706,0,1,83.34,2.0985062969833055
-81,1052,877,175,0,1,83.37,2.0627376425855513
+81,10068,8374,1694,0,1,83.17,2.0969408025427096
-82,1052,875,177,0,1,83.17,2.0665399239543727
+82,40821,38880,1941,0,4,95.25,2.3762769162930844
-83,1082,904,178,0,1,83.55,2.093345656192237
+83,10119,8420,1699,0,1,83.21,2.0855815792074317
-84,2116,1924,192,0,2,90.93,2.2485822306238186
+84,10048,8359,1689,0,1,83.19,2.082703025477707
-85,2042,1850,192,0,2,90.6,2.225269343780607
+85,40534,38594,1940,0,4,95.21,2.3784477228992946
-86,1092,914,178,0,1,83.7,2.022893772893773
+86,20327,18477,1850,0,2,90.9,2.283219363408275
-87,37129,36919,210,0,35,99.43,2.4789517627730344
+87,10035,8339,1696,0,1,83.1,2.0907822620827106
-88,5299,5096,203,0,5,96.17,2.383657293829024
+88,10202,8494,1708,0,1,83.26,2.0655753773769847
-89,2089,1899,190,0,2,90.9,2.2264241263762568
+89,10273,8565,1708,0,1,83.37,2.0735909666115058
-90,1095,920,175,0,1,84.02,2.14337899543379
+90,10116,8408,1708,0,1,83.12,2.0856069592724396
-91,1072,895,177,0,1,83.49,2.058768656716418
+91,30630,28719,1911,0,3,93.76,2.3531178583088477
-92,4172,3970,202,0,4,95.16,2.4206615532118887
+92,30356,28444,1912,0,3,93.7,2.324548688891817
-93,1042,864,178,0,1,82.92,2.1228406909788866
+93,10237,8535,1702,0,1,83.37,2.092214515971476
-94,1081,906,175,0,1,83.81,2.026827012025902
+94,10219,8521,1698,0,1,83.38,2.0911048047754184
-95,1066,890,176,0,1,83.49,2.0881801125703565
+95,20157,18306,1851,0,2,90.82,2.2860048618345985
-96,1028,854,174,0,1,83.07,2.09727626459144
+96,20564,18712,1852,0,2,90.99,2.271250729430072
-97,1041,866,175,0,1,83.19,2.1248799231508166
+97,10253,8569,1684,0,1,83.58,2.0926558080561786
-98,1053,875,178,0,1,83.1,2.0313390313390314
+98,10125,8417,1708,0,1,83.13,2.089283950617284
-99,1047,869,178,0,1,83.0,2.09360076408787
+99,20511,18658,1853,0,2,90.97,2.265321047242943
-100,1030,853,177,0,1,82.82,2.0893203883495146
+100,61194,59224,1970,0,6,96.78,2.42376703598392
--- a/experiments/No_Refresh_5_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_5_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.8279252704031466,2.4845605700712587
+1,0.9085500762082698,2.4986741706802316
-2,0.9895599180778261,2.480969207470974
+2,0.8330700888450148,2.4903424576371607
-3,0.8334883720930233,2.455357142857143
+3,0.8336264165689723,2.5252548927692486
-4,0.8383561643835616,2.4074074074074074
+4,0.8332353517538703,2.48153809971778
-5,0.8257425742574257,2.4568345323741005
+5,0.9939925953174876,2.503735163060834
-6,0.9616829451540195,2.5296875
+6,0.8343917928676111,2.512646370023419
-7,0.908835904628331,2.5257201646090537
+7,0.8317264685418945,2.5260516252390057
-8,0.833805476864967,2.4892412231030576
+8,0.9074379339627354,2.478861609600352
-9,0.8298918387413963,2.485781990521327
+9,0.9523236687697936,2.5032610657111185
-10,0.9380833851897946,2.492205638474295
+10,0.8341199606686333,2.501237769656961
-11,0.829971181556196,2.582175925925926
+11,0.9676921814751005,2.5111062126966903
-12,0.937892095357591,2.5384615384615383
+12,0.9086909234724144,2.471084271802405
-13,0.8268101761252447,2.515976331360947
+13,0.9378613655557722,2.495514840854778
-14,0.8341143392689785,2.5438202247191013
+14,0.9089386850529426,2.511215864759428
-15,0.8320537428023033,2.6239907727797003
+15,0.8319352610283233,2.526453143534994
-16,0.8395624430264357,2.50271444082519
+16,0.834147771696638,2.497715289982425
-17,0.9613774733637748,2.515733227785474
+17,0.908899136577708,2.510929994062719
-18,0.910351201478743,2.4588832487309644
+18,0.9883607306200094,2.5057974914587917
-19,0.9837614177531423,2.4991667327989844
+19,0.8351017229631071,2.476628977736333
-20,0.8268482490272373,2.4705882352941178
+20,0.8311946682582314,2.5187888942077548
-21,0.8407871198568873,2.6
+21,0.9522413793103448,2.499159359561315
-22,0.9519299076485911,2.5323383084577116
+22,0.8335772119793191,2.5088355763604446
-23,0.8363123236124177,2.34533183352081
+23,0.8294,2.4602122015915118
-24,0.8397085610200364,2.3817787418655096
+24,0.8328575647209371,2.472875546625694
-25,0.9373020899303357,2.513175675675676
+25,0.8296555167249127,2.482007461788422
-26,0.835216572504708,2.564825253664036
+26,0.8314917127071824,2.5188656858092076
-27,0.831758034026465,2.539772727272727
+27,0.8337094084175415,2.4746999293951517
-28,0.9978256165047042,2.4513983558474823
+28,0.9615369543067639,2.5253194220854644
-29,0.9076034648700674,2.5302226935312833
+29,0.971965661831369,2.5010858000670426
-30,0.9613406970100933,2.5075277337559427
+30,0.8330560720227028,2.534476682720545
-31,0.8353156450137237,2.43592552026287
+31,0.8334643348398506,2.5202169043970293
-32,0.8325312800769971,2.4647398843930635
+32,0.9755084432392457,2.500713897628344
-33,0.8336557059961315,2.4709976798143853
+33,0.9372313547921384,2.5082971572608876
-34,0.8334910122989593,2.604994324631101
+34,0.8321870701513068,2.5260920897284533
-35,0.8431718061674008,2.5078369905956115
+35,0.9783374657444865,2.505535547552354
-36,0.9612581511315689,2.439944134078212
+36,0.8340973373646737,2.511342376052385
-37,0.993567950013783,2.5381793520145504
+37,0.8333988212180746,2.4886845827439887
-38,0.9069200779727096,2.489521762493283
+38,0.9086782771720361,2.4835487023563907
-39,0.909990574929312,2.48161574313827
+39,0.9094324891426341,2.498363470515641
-40,0.962008895478132,2.4831439029088807
+40,0.8323494687131051,2.503664302600473
-41,0.8305084745762712,2.5090702947845807
+41,0.9084071453312881,2.4897592330319207
-42,0.9081681971967134,2.474720596061735
+42,0.8350924760336981,2.453617810760668
-43,0.9058995611896635,2.497308934337998
+43,0.8331692913385826,2.520023626698169
-44,0.836976320582878,2.457018498367791
+44,0.9821851673703526,2.499065895198883
-45,0.8319006685768864,2.4580941446613087
+45,0.8345128453708192,2.5106877323420074
-46,0.8426862925482981,2.425764192139738
+46,0.8344660194174758,2.484584060500291
-47,0.8284313725490197,2.506508875739645
+47,0.8325401546698393,2.499345004168155
-48,0.8367729831144465,2.557174887892377
+48,0.8321418078542748,2.470165940920325
-49,0.9092636579572446,2.4942528735632186
+49,0.9868111967034553,2.50433533698601
-50,0.8387978142076503,2.479913137893594
+50,0.9090507726269316,2.5094706168042737
-51,0.8381128584643849,2.4911699779249448
+51,0.9079910380881254,2.505949443439162
-52,0.8309037900874635,2.4947368421052634
+52,0.8329711576451996,2.471599667971066
-53,0.9612447499045437,2.498311817279047
+53,0.9722155990967615,2.5096511728555355
-54,0.8314176245210728,2.474654377880184
+54,0.8311093407687712,2.475197699496765
-55,0.8317120622568094,2.5052631578947366
+55,0.833068678046844,2.481057898498928
-56,0.952054794520548,2.533118332919871
+56,0.9106712896080131,2.498651578446407
-57,0.9368622448979592,2.47072838665759
+57,0.8360335740776889,2.477936026149895
-58,0.9090478446234013,2.514851485148515
+58,0.9082319184723459,2.5221961980500027
-59,0.8365831012070566,2.4761376248612654
+59,0.9721773116450393,2.5028633405639913
-60,0.8347183748845799,2.6194690265486726
+60,0.8325118296529969,2.487744227353464
-61,0.8307984790874525,2.417620137299771
+61,0.9093095156303675,2.4923633223595445
-62,0.9096071935636536,2.501040582726327
+62,0.8341287620531801,2.490308267164876
-63,0.9374209860935525,2.4821308159136883
+63,0.8319042871385842,2.511744966442953
-64,0.8358070500927643,2.4495005549389566
+64,0.8317757009345794,2.52581879034186
-65,0.9606969990319458,2.465739621120516
+65,0.9376630151278038,2.47952016689847
-66,0.8353376503237743,2.4629014396456257
+66,0.8338704951655435,2.5043335675802294
-67,0.8271728271728271,2.5144927536231885
+67,0.832395617411904,2.5167793193406856
-68,0.9087885985748219,2.4474647151071616
+68,0.8317216628451799,2.492628550880978
-69,0.9098890942698706,2.4753682072117824
+69,0.834063686824423,2.4831290134267365
-70,0.83803457688808,2.536373507057546
+70,0.9933709080184815,2.4950733472539723
-71,0.825,2.5175757575757576
+71,0.8338267219261891,2.4880473372781067
-72,0.8302439024390244,2.573443008225617
+72,0.8358525079426206,2.5020732550103664
-73,0.9072115384615385,2.602543720190779
+73,0.9522296132052229,2.4953817495019535
-74,0.8406840684068407,2.5535331905781584
+74,0.9520361093199742,2.4829894758778783
-75,0.8287671232876712,2.4167650531286893
+75,0.9086116858803823,2.4927614813208265
-76,0.8403967538322813,2.522532188841202
+76,0.8315863032844165,2.528811524609844
-77,0.8319088319088319,2.473744292237443
+77,0.9080915123303952,2.485494601374196
-78,0.8347497639282342,2.5995475113122173
+78,0.8347528144884974,2.458308901137563
-79,0.833175355450237,2.525597269624573
+79,0.8316215682401739,2.5225032656454105
-80,0.8328611898016998,2.564625850340136
+80,0.8334472322561749,2.5178634180625514
-81,0.8336501901140685,2.4743443557582667
+81,0.8317441398490266,2.5211368521614523
-82,0.8317490494296578,2.4845714285714284
+82,0.95245094436687,2.4949074074074074
-83,0.8354898336414048,2.5055309734513274
+83,0.8320980334025101,2.506413301662708
-84,0.9092627599243857,2.472972972972973
+84,0.831906847133758,2.5035291302787415
-85,0.9059745347698335,2.456216216216216
+85,0.9521389450831401,2.498004871223506
-86,0.836996336996337,2.4168490153172866
+86,0.9089880454567816,2.511825512799697
-87,0.9943440437393951,2.493052357864514
+87,0.8309915296462381,2.5160091138026144
-88,0.9616908850726552,2.4786106750392465
+88,0.8325818466967261,2.480927713680245
-89,0.9090473910962182,2.4491837809373354
+89,0.8337389272851163,2.487098657326328
-90,0.8401826484018264,2.5510869565217393
+90,0.8311585606959272,2.509276879162702
-91,0.8348880597014925,2.465921787709497
+91,0.9376101860920666,2.5096974128625646
-92,0.951581975071908,2.5438287153652395
+92,0.9370140993543287,2.480804387568556
-93,0.8291746641074856,2.560185185185185
+93,0.8337403536192244,2.5094317516110136
-94,0.8381128584643849,2.4183222958057393
+94,0.8338389274880125,2.5078042483276612
-95,0.8348968105065666,2.501123595505618
+95,0.9081708587587438,2.5171528460614008
-96,0.830739299610895,2.5245901639344264
+96,0.9099397004473838,2.4960453185121847
-97,0.8318924111431316,2.5542725173210163
+97,0.8357553886667317,2.5039094410082856
-98,0.8309591642924976,2.4445714285714284
+98,0.8313086419753086,2.513247000118807
-99,0.8299904489016237,2.522439585730725
+99,0.9096582321681049,2.490299067424161
-100,0.8281553398058252,2.5228604923798357
+100,0.9678073013694153,2.5043901121167096
--- a/experiments/No_Refresh_5_0s_ttl/lambda_distribution.pdf
+++ b/experiments/No_Refresh_5_0s_ttl/lambda_distribution.pdf
--- a/experiments/No_Refresh_5_0s_ttl/lambda_vs_access_count.pdf
+++ b/experiments/No_Refresh_5_0s_ttl/lambda_vs_access_count.pdf
--- a/experiments/No_Refresh_5_0s_ttl/objects_in_cache_over_time.pdf
+++ b/experiments/No_Refresh_5_0s_ttl/objects_in_cache_over_time.pdf
--- a/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.8725120313088975,2.498238888150122
+mean,0.8785973318800118,2.4997258275889482
-std,0.054253138996698945,0.05047201928154133
+std,0.056440312317261106,0.01696772212165293
-min,0.825,2.34533183352081
+min,0.8294,2.453617810760668
-25%,0.8319067910758455,2.4694216233979627
+25%,0.8327886352148843,2.487971559796946
-50%,0.8375154569422085,2.494494857834241
+50%,0.8344894323941474,2.501655512333664
-75%,0.9093495418588469,2.5267119984567903
+75%,0.9101225977375411,2.511133625712375
-max,0.9978256165047042,2.6239907727797003
+max,0.9939925953174876,2.534476682720545
--- a/experiments/avg_ages.md
+++ b/experiments/avg_ages.md
@@ -1,8 +1,8 @@
 |      |   avg_ages |
 |:-----|-----------:|
-| 0.5s |   0.248128 |
+| 0.5s |   0.248882 |
-| 1.0s |   0.501545 |
+| 1.0s |   0.499741 |
-| 2.0s |   0.99723  |
+| 2.0s |   1.00137  |
-| 3.0s |   1.49935  |
+| 3.0s |   1.50042  |
-| 4.0s |   1.99596  |
+| 4.0s |   2.00102  |
-| 5.0s |   2.49824  |
+| 5.0s |   2.49973  |
--- a/experiments/hit_rates.md
+++ b/experiments/hit_rates.md
@@ -1,8 +1,8 @@
 |      |   hit_rates |
 |:-----|------------:|
-| 0.5s |    0.459811 |
+| 0.5s |    0.460409 |
-| 1.0s |    0.610659 |
+| 1.0s |    0.633097 |
-| 2.0s |    0.72776  |
+| 2.0s |    0.733979 |
-| 3.0s |    0.815904 |
+| 3.0s |    0.80848  |
-| 4.0s |    0.852929 |
+| 4.0s |    0.851056 |
-| 5.0s |    0.872512 |
+| 5.0s |    0.878597 |
--- a/experiments/hr_and_age_vs_ttl.png
+++ b/experiments/hr_and_age_vs_ttl.png
--- a/multi_aoi_cache_simulation.ipynb
+++ b/multi_aoi_cache_simulation.ipynb