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feat(simulation): Ran simulation with 10000

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Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
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Tuan-Dat Tran
2024-11-28 16:13:37 +01:00
parent 6a4c2f26a8
commit 9347ece041
40 changed files with 1257 additions and 1309 deletions
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200
experiments/No_Refresh_0_5s_ttl/details.csv
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@@ -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
2,3141,1878,1263,0,3,59.79,0.14804202483285578
3,1060,336,724,0,1,31.7,0.09245283018867924
4,1053,360,693,0,1,34.19,0.08072174738841406
5,2073,1033,1040,0,2,49.83,0.1297636275928606
6,1063,357,706,0,1,33.58,0.07714016933207903
7,5210,3700,1510,0,5,71.02,0.16756238003838772
8,1083,367,716,0,1,33.89,0.08033240997229917
9,1070,360,710,0,1,33.64,0.07570093457943926
10,1047,341,706,0,1,32.57,0.08118433619866285
11,2132,1070,1062,0,2,50.19,0.1299249530956848
12,1090,390,700,0,1,35.78,0.0908256880733945
13,1081,382,699,0,1,35.34,0.09250693802035152
14,1029,328,701,0,1,31.88,0.08843537414965986
15,2099,1040,1059,0,2,49.55,0.12720343020485947
16,2130,1100,1030,0,2,51.64,0.12347417840375587
17,1073,375,698,0,1,34.95,0.08294501397949673
18,1051,352,699,0,1,33.49,0.0960989533777355
19,3035,1795,1240,0,3,59.14,0.1456342668863262
20,1037,358,679,0,1,34.52,0.09064609450337512
21,1069,360,709,0,1,33.68,0.07015902712815715
22,1061,363,698,0,1,34.21,0.09707822808671066
23,1092,365,727,0,1,33.42,0.08058608058608059
24,2163,1112,1051,0,2,51.41,0.12528895053166897
25,1075,371,704,0,1,34.51,0.08093023255813954
26,1061,369,692,0,1,34.78,0.08294062205466542
27,1076,369,707,0,1,34.29,0.08364312267657993
28,5197,3680,1517,0,5,70.81,0.169905714835482
29,1065,359,706,0,1,33.71,0.07981220657276995
30,1033,343,690,0,1,33.2,0.08422071636011616
31,1013,306,707,0,1,30.21,0.07206317867719644
32,4160,2742,1418,0,4,65.91,0.1596153846153846
33,1072,353,719,0,1,32.93,0.08675373134328358
34,4331,2901,1430,0,4,66.98,0.17293927499422765
35,1046,334,712,0,1,31.93,0.07934990439770555
36,1050,348,702,0,1,33.14,0.08761904761904762
37,1120,393,727,0,1,35.09,0.09642857142857143
38,3135,1867,1268,0,3,59.55,0.1448165869218501
39,8478,6794,1684,0,8,80.14,0.19992922859164897
40,1031,345,686,0,1,33.46,0.07953443258971872
41,4223,2808,1415,0,4,66.49,0.14965664219748995
42,4290,2887,1403,0,4,67.3,0.1606060606060606
43,2029,1024,1005,0,2,50.47,0.12222769837358305
44,1059,357,702,0,1,33.71,0.07743153918791312
45,1074,359,715,0,1,33.43,0.07728119180633147
46,1078,362,716,0,1,33.58,0.07142857142857142
47,10634,8863,1771,0,10,83.35,0.2097987586985142
48,1067,349,718,0,1,32.71,0.07685098406747891
49,1035,360,675,0,1,34.78,0.08985507246376812
50,1035,335,700,0,1,32.37,0.08019323671497584
51,5256,3753,1503,0,5,71.4,0.1767503805175038
52,9399,7660,1739,0,9,81.5,0.2014044047239068
53,1080,358,722,0,1,33.15,0.06666666666666667
54,1075,366,709,0,1,34.05,0.08930232558139535
55,1007,309,698,0,1,30.69,0.09930486593843098
56,1031,332,699,0,1,32.2,0.07856450048496605
57,1101,368,733,0,1,33.42,0.08537693006357856
58,17979,16087,1892,0,17,89.48,0.2267645586517604
59,2067,1009,1058,0,2,48.81,0.11320754716981132
60,1118,385,733,0,1,34.44,0.07692307692307693
61,27500,25538,1962,0,26,92.87,0.22876363636363636
62,1046,337,709,0,1,32.22,0.06405353728489484
63,1067,348,719,0,1,32.61,0.10684161199625117
64,2126,1052,1074,0,2,49.48,0.13734713076199437
65,1113,375,738,0,1,33.69,0.06558849955076371
66,10716,8952,1764,0,10,83.54,0.20296752519596864
67,1093,362,731,0,1,33.12,0.09881061299176579
68,72910,70855,2055,0,69,97.18,0.23700452612810313
69,1070,373,697,0,1,34.86,0.10093457943925234
70,1041,365,676,0,1,35.06,0.08261287223823247
71,2094,1029,1065,0,2,49.14,0.12129894937917861
72,1094,358,736,0,1,32.72,0.08135283363802559
73,1086,358,728,0,1,32.97,0.072744014732965
74,1128,389,739,0,1,34.49,0.07801418439716312
75,3074,1815,1259,0,3,59.04,0.15517241379310345
76,2044,999,1045,0,2,48.87,0.12426614481409001
77,2144,1074,1070,0,2,50.09,0.11333955223880597
78,3206,1937,1269,0,3,60.42,0.14597629444791016
79,15808,13944,1864,0,15,88.21,0.20850202429149797
80,1045,353,692,0,1,33.78,0.07272727272727272
81,1027,344,683,0,1,33.5,0.09737098344693282
82,5309,3800,1509,0,5,71.58,0.17799962328122057
83,2121,1053,1068,0,2,49.65,0.12965582272512965
84,1066,354,712,0,1,33.21,0.09287054409005628
85,1034,322,712,0,1,31.14,0.0725338491295938
86,2027,1005,1022,0,2,49.58,0.11840157868771584
87,1106,381,725,0,1,34.45,0.08589511754068715
88,2056,997,1059,0,2,48.49,0.13764591439688717
89,1058,340,718,0,1,32.14,0.08034026465028356
90,1073,353,720,0,1,32.9,0.06616961789375582
91,2087,1024,1063,0,2,49.07,0.12697652132247245
92,2048,1009,1039,0,2,49.27,0.11279296875
93,3171,1908,1263,0,3,60.17,0.15641753390097762
94,1000,308,692,0,1,30.8,0.072
95,2119,1083,1036,0,2,51.11,0.11420481359131666
96,1026,353,673,0,1,34.41,0.09064327485380116
97,1015,323,692,0,1,31.82,0.07980295566502463
98,39278,37270,2008,0,37,94.89,0.23626457558938846
99,4158,2768,1390,0,4,66.57,0.17412217412217412
100,2084,1019,1065,0,2,48.9,0.12092130518234165
1,10164,3264,6900,0,1,32.11,0.08333333333333333
2,30898,18578,12320,0,3,60.13,0.14978315748592141
3,10319,3473,6846,0,1,33.66,0.08460122104855122
4,10227,3369,6858,0,1,32.94,0.08585117825364232
5,20692,10422,10270,0,2,50.37,0.12700560603131644
6,10238,3426,6812,0,1,33.46,0.08038679429576089
7,50801,36152,14649,0,5,71.16,0.17375642211767484
8,10299,3441,6858,0,1,33.41,0.08505680163122634
9,10045,3335,6710,0,1,33.2,0.08541562966650075
10,10202,3384,6818,0,1,33.17,0.08488531660458734
11,20511,10282,10229,0,2,50.13,0.12403100775193798
12,10254,3475,6779,0,1,33.89,0.08611273649307587
13,10221,3350,6871,0,1,32.78,0.07983563252127972
14,10269,3482,6787,0,1,33.91,0.07878079657220761
15,20454,10203,10251,0,2,49.88,0.12770118314266157
16,20508,10231,10277,0,2,49.89,0.1244392432221572
17,10279,3521,6758,0,1,34.25,0.08249829749975679
18,10194,3376,6818,0,1,33.12,0.08406906023150873
19,30646,18385,12261,0,3,59.99,0.14820857534425375
20,10194,3409,6785,0,1,33.44,0.0799489896017265
21,10342,3436,6906,0,1,33.22,0.0834461419454651
22,10296,3490,6806,0,1,33.9,0.08585858585858586
23,10327,3456,6871,0,1,33.47,0.07950033891740099
24,20516,10278,10238,0,2,50.1,0.12760772080327548
25,10143,3379,6764,0,1,33.31,0.08301291531105195
26,10291,3539,6752,0,1,34.39,0.08288796035370712
27,10308,3419,6889,0,1,33.17,0.08187815289095848
28,50863,36244,14619,0,5,71.26,0.17623812987830054
29,10398,3502,6896,0,1,33.68,0.08001538757453357
30,10260,3445,6815,0,1,33.58,0.08206627680311891
31,10202,3387,6815,0,1,33.2,0.08508135659674573
32,41023,27361,13662,0,4,66.7,0.16866148258294128
33,10322,3435,6887,0,1,33.28,0.08157333850029064
34,41011,27379,13632,0,4,66.76,0.16644314939894175
35,10326,3416,6910,0,1,33.08,0.08270385434824715
36,10118,3314,6804,0,1,32.75,0.08183435461553666
37,10319,3481,6838,0,1,33.73,0.08527958135478245
38,30664,18354,12310,0,3,59.86,0.14929559092094966
39,81431,65050,16381,0,8,79.88,0.199015117092999
40,10255,3385,6870,0,1,33.01,0.07791321306679669
41,40971,27337,13634,0,4,66.72,0.1654340875253228
42,40942,27312,13630,0,4,66.71,0.16748082653509844
43,20292,10170,10122,0,2,50.12,0.12487679873841909
44,10156,3350,6806,0,1,32.99,0.08733753446238676
45,10135,3350,6785,0,1,33.05,0.08080907745436605
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50,10056,3326,6730,0,1,33.07,0.08164280031821798
51,51319,36667,14652,0,5,71.45,0.17588027825951402
52,91635,74849,16786,0,9,81.68,0.20417962568887435
53,10173,3368,6805,0,1,33.11,0.08424260296864249
54,10262,3467,6795,0,1,33.78,0.07883453517832781
55,10337,3449,6888,0,1,33.37,0.08397020412111832
56,10101,3353,6748,0,1,33.19,0.08335808335808335
57,10262,3421,6841,0,1,33.34,0.08536347690508672
58,174175,155832,18343,0,17,89.47,0.22248313477824028
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61,266787,247758,19029,0,26,92.87,0.23090330488367125
62,10000,3279,6721,0,1,32.79,0.0788
63,10189,3377,6812,0,1,33.14,0.08420846010403377
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67,10261,3435,6826,0,1,33.48,0.085079426956437
68,706876,686965,19911,0,69,97.18,0.24237065623956677
69,10119,3373,6746,0,1,33.33,0.08577922719636327
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80,10300,3417,6883,0,1,33.17,0.08067961165048544
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91,20496,10288,10208,0,2,50.2,0.12578064012490242
92,20630,10377,10253,0,2,50.3,0.12331555986427532
93,31006,18698,12308,0,3,60.3,0.15268012642714313
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98,378889,359467,19422,0,37,94.87,0.23680022381225108
99,41032,27373,13659,0,4,66.71,0.16894131409631508
100,20321,10085,10236,0,2,49.63,0.12686383544116922
1 obj_id access_count hits misses mu lambda hit_rate avg_age
2 1 1060 10164 347 3264 713 6900 0 1 32.74 32.11 0.08679245283018867 0.08333333333333333
3 2 3141 30898 1878 18578 1263 12320 0 3 59.79 60.13 0.14804202483285578 0.14978315748592141
4 3 1060 10319 336 3473 724 6846 0 1 31.7 33.66 0.09245283018867924 0.08460122104855122
5 4 1053 10227 360 3369 693 6858 0 1 34.19 32.94 0.08072174738841406 0.08585117825364232
6 5 2073 20692 1033 10422 1040 10270 0 2 49.83 50.37 0.1297636275928606 0.12700560603131644
7 6 1063 10238 357 3426 706 6812 0 1 33.58 33.46 0.07714016933207903 0.08038679429576089
8 7 5210 50801 3700 36152 1510 14649 0 5 71.02 71.16 0.16756238003838772 0.17375642211767484
9 8 1083 10299 367 3441 716 6858 0 1 33.89 33.41 0.08033240997229917 0.08505680163122634
10 9 1070 10045 360 3335 710 6710 0 1 33.64 33.2 0.07570093457943926 0.08541562966650075
11 10 1047 10202 341 3384 706 6818 0 1 32.57 33.17 0.08118433619866285 0.08488531660458734
12 11 2132 20511 1070 10282 1062 10229 0 2 50.19 50.13 0.1299249530956848 0.12403100775193798
13 12 1090 10254 390 3475 700 6779 0 1 35.78 33.89 0.0908256880733945 0.08611273649307587
14 13 1081 10221 382 3350 699 6871 0 1 35.34 32.78 0.09250693802035152 0.07983563252127972
15 14 1029 10269 328 3482 701 6787 0 1 31.88 33.91 0.08843537414965986 0.07878079657220761
16 15 2099 20454 1040 10203 1059 10251 0 2 49.55 49.88 0.12720343020485947 0.12770118314266157
17 16 2130 20508 1100 10231 1030 10277 0 2 51.64 49.89 0.12347417840375587 0.1244392432221572
18 17 1073 10279 375 3521 698 6758 0 1 34.95 34.25 0.08294501397949673 0.08249829749975679
19 18 1051 10194 352 3376 699 6818 0 1 33.49 33.12 0.0960989533777355 0.08406906023150873
20 19 3035 30646 1795 18385 1240 12261 0 3 59.14 59.99 0.1456342668863262 0.14820857534425375
21 20 1037 10194 358 3409 679 6785 0 1 34.52 33.44 0.09064609450337512 0.0799489896017265
22 21 1069 10342 360 3436 709 6906 0 1 33.68 33.22 0.07015902712815715 0.0834461419454651
23 22 1061 10296 363 3490 698 6806 0 1 34.21 33.9 0.09707822808671066 0.08585858585858586
24 23 1092 10327 365 3456 727 6871 0 1 33.42 33.47 0.08058608058608059 0.07950033891740099
25 24 2163 20516 1112 10278 1051 10238 0 2 51.41 50.1 0.12528895053166897 0.12760772080327548
26 25 1075 10143 371 3379 704 6764 0 1 34.51 33.31 0.08093023255813954 0.08301291531105195
27 26 1061 10291 369 3539 692 6752 0 1 34.78 34.39 0.08294062205466542 0.08288796035370712
28 27 1076 10308 369 3419 707 6889 0 1 34.29 33.17 0.08364312267657993 0.08187815289095848
29 28 5197 50863 3680 36244 1517 14619 0 5 70.81 71.26 0.169905714835482 0.17623812987830054
30 29 1065 10398 359 3502 706 6896 0 1 33.71 33.68 0.07981220657276995 0.08001538757453357
31 30 1033 10260 343 3445 690 6815 0 1 33.2 33.58 0.08422071636011616 0.08206627680311891
32 31 1013 10202 306 3387 707 6815 0 1 30.21 33.2 0.07206317867719644 0.08508135659674573
33 32 4160 41023 2742 27361 1418 13662 0 4 65.91 66.7 0.1596153846153846 0.16866148258294128
34 33 1072 10322 353 3435 719 6887 0 1 32.93 33.28 0.08675373134328358 0.08157333850029064
35 34 4331 41011 2901 27379 1430 13632 0 4 66.98 66.76 0.17293927499422765 0.16644314939894175
36 35 1046 10326 334 3416 712 6910 0 1 31.93 33.08 0.07934990439770555 0.08270385434824715
37 36 1050 10118 348 3314 702 6804 0 1 33.14 32.75 0.08761904761904762 0.08183435461553666
38 37 1120 10319 393 3481 727 6838 0 1 35.09 33.73 0.09642857142857143 0.08527958135478245
39 38 3135 30664 1867 18354 1268 12310 0 3 59.55 59.86 0.1448165869218501 0.14929559092094966
40 39 8478 81431 6794 65050 1684 16381 0 8 80.14 79.88 0.19992922859164897 0.199015117092999
41 40 1031 10255 345 3385 686 6870 0 1 33.46 33.01 0.07953443258971872 0.07791321306679669
42 41 4223 40971 2808 27337 1415 13634 0 4 66.49 66.72 0.14965664219748995 0.1654340875253228
43 42 4290 40942 2887 27312 1403 13630 0 4 67.3 66.71 0.1606060606060606 0.16748082653509844
44 43 2029 20292 1024 10170 1005 10122 0 2 50.47 50.12 0.12222769837358305 0.12487679873841909
45 44 1059 10156 357 3350 702 6806 0 1 33.71 32.99 0.07743153918791312 0.08733753446238676
46 45 1074 10135 359 3350 715 6785 0 1 33.43 33.05 0.07728119180633147 0.08080907745436605
47 46 1078 10343 362 3451 716 6892 0 1 33.58 33.37 0.07142857142857142 0.08382480904959876
48 47 10634 102500 8863 85382 1771 17118 0 10 83.35 83.3 0.2097987586985142 0.21223414634146343
49 48 1067 10067 349 3307 718 6760 0 1 32.71 32.85 0.07685098406747891 0.0819509287771928
50 49 1035 10166 360 3358 675 6808 0 1 34.78 33.03 0.08985507246376812 0.08193979933110368
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200
experiments/No_Refresh_0_5s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
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89 88 0.48492217898832685 0.4992445289272311 0.283851554663992 0.25451527872693547
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98 97 0.31822660098522165 0.33012000786936846 0.25077399380804954 0.25
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101 100 0.48896353166986567 0.4962846316618277 0.24730127576054955 0.2556271690629648

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.45981069707251754,0.24812847494166054
std,0.1784163653354017,0.02303421599819579
min,0.3020730503455084,0.19466666666666665
25%,0.3337018368087684,0.2360698198198198
50%,0.34650586181228565,0.24698476555859195
75%,0.5146835706797419,0.25914839632437936
max,0.9718145659031683,0.3275862068965517
mean,0.4604085321620298,0.24888160993165884
std,0.1786893776002831,0.006148512551458182
min,0.32113341204250295,0.23233773693279725
25%,0.3320029115207795,0.24563948487603743
50%,0.3378334333840161,0.24952772480958216
75%,0.5031722282978878,0.25319718039193106
max,0.9718324005907684,0.26477611940298507
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.45981069707251754 0.4604085321620298 0.24812847494166054 0.24888160993165884
4 std 0.1784163653354017 0.1786893776002831 0.02303421599819579 0.006148512551458182
5 min 0.3020730503455084 0.32113341204250295 0.19466666666666665 0.23233773693279725
6 25% 0.3337018368087684 0.3320029115207795 0.2360698198198198 0.24563948487603743
7 50% 0.34650586181228565 0.3378334333840161 0.24698476555859195 0.24952772480958216
8 75% 0.5146835706797419 0.5031722282978878 0.25914839632437936 0.25319718039193106
9 max 0.9718145659031683 0.9718324005907684 0.3275862068965517 0.26477611940298507