feat(simulation): Single source of truth regarding avg_age and hit_rate

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
2024-11-28 16:50:10 +01:00
parent ad4654dd0f
commit 6672608721
27 changed files with 1469 additions and 1463 deletions
--- a/aoi_cache_experiment_eval.ipynb
+++ b/aoi_cache_experiment_eval.ipynb
--- a/aoi_cache_simulation.ipynb
+++ b/aoi_cache_simulation.ipynb
--- a/experiments/No_Refresh_0_5s_ttl/details.csv
+++ b/experiments/No_Refresh_0_5s_ttl/details.csv
@@ -1,101 +1,100 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,122,41,81,0,1,33.61,0.02459016393442623
-2,382,235,147,0,3,61.52,0.15706806282722513
-3,127,38,89,0,1,29.92,0.10236220472440945
-4,113,33,80,0,1,29.2,0.08849557522123894
-5,244,121,123,0,2,49.59,0.11065573770491803
-6,116,40,76,0,1,34.48,0.09482758620689655
-7,656,474,182,0,5,72.26,0.16310975609756098
-8,128,39,89,0,1,30.47,0.046875
-9,114,37,77,0,1,32.46,0.08771929824561403
-10,115,33,82,0,1,28.7,0.06956521739130435
-11,246,129,117,0,2,52.44,0.09349593495934959
-12,132,50,82,0,1,37.88,0.08333333333333333
-13,139,50,89,0,1,35.97,0.08633093525179857
-14,120,35,85,0,1,29.17,0.058333333333333334
-15,261,134,127,0,2,51.34,0.13793103448275862
-16,225,109,116,0,2,48.44,0.10666666666666667
-17,120,39,81,0,1,32.5,0.06666666666666667
-18,117,39,78,0,1,33.33,0.07692307692307693
-19,360,213,147,0,3,59.17,0.10277777777777777
-20,117,40,77,0,1,34.19,0.09401709401709402
-21,134,48,86,0,1,35.82,0.07462686567164178
-22,147,55,92,0,1,37.41,0.12244897959183673
-23,142,50,92,0,1,35.21,0.07746478873239436
-24,264,140,124,0,2,53.03,0.10984848484848485
-25,123,42,81,0,1,34.15,0.11382113821138211
-26,141,50,91,0,1,35.46,0.0851063829787234
-27,128,45,83,0,1,35.16,0.0703125
-28,564,390,174,0,5,69.15,0.16666666666666666
-29,133,47,86,0,1,35.34,0.06015037593984962
-30,125,45,80,0,1,36.0,0.096
-31,115,31,84,0,1,26.96,0.06956521739130435
-32,468,308,160,0,4,65.81,0.17094017094017094
-33,116,37,79,0,1,31.9,0.034482758620689655
-34,498,335,163,0,4,67.27,0.18072289156626506
-35,132,39,93,0,1,29.55,0.09848484848484848
-36,100,29,71,0,1,29.0,0.07
-37,149,52,97,0,1,34.9,0.10067114093959731
-38,355,208,147,0,3,58.59,0.16338028169014085
-39,962,766,196,0,8,79.63,0.2047817047817048
-40,128,47,81,0,1,36.72,0.109375
-41,474,306,168,0,4,64.56,0.16666666666666666
-42,495,328,167,0,4,66.26,0.17777777777777778
-43,213,99,114,0,2,46.48,0.08450704225352113
-44,112,32,80,0,1,28.57,0.07142857142857142
-45,129,41,88,0,1,31.78,0.05426356589147287
-46,133,45,88,0,1,33.83,0.07518796992481203
-47,1262,1055,207,0,10,83.6,0.16085578446909668
-48,136,52,84,0,1,38.24,0.10294117647058823
-49,141,59,82,0,1,41.84,0.10638297872340426
-50,119,41,78,0,1,34.45,0.07563025210084033
-51,599,420,179,0,5,70.12,0.17696160267111852
-52,1106,902,204,0,9,81.56,0.20253164556962025
-53,121,35,86,0,1,28.93,0.05785123966942149
-54,131,39,92,0,1,29.77,0.061068702290076333
-55,124,42,82,0,1,33.87,0.12903225806451613
-56,130,48,82,0,1,36.92,0.06923076923076923
-57,124,40,84,0,1,32.26,0.08870967741935484
-58,2118,1897,221,0,17,89.57,0.23937677053824363
-59,205,95,110,0,2,46.34,0.1024390243902439
-60,137,47,90,0,1,34.31,0.072992700729927
-61,3216,2986,230,0,26,92.85,0.23227611940298507
-62,138,48,90,0,1,34.78,0.07971014492753623
-63,117,36,81,0,1,30.77,0.11965811965811966
-64,264,134,130,0,2,50.76,0.10227272727272728
-65,139,52,87,0,1,37.41,0.07913669064748201
-66,1248,1045,203,0,10,83.73,0.20993589743589744
-67,146,52,94,0,1,35.62,0.15753424657534246
-68,8414,8173,241,0,69,97.14,0.24007606370335155
-69,116,36,80,0,1,31.03,0.11206896551724138
-70,120,38,82,0,1,31.67,0.08333333333333333
-71,244,127,117,0,2,52.05,0.0942622950819672
-72,117,35,82,0,1,29.91,0.08547008547008547
-73,131,44,87,0,1,33.59,0.09923664122137404
-74,142,48,94,0,1,33.8,0.056338028169014086
-75,343,197,146,0,3,57.43,0.1836734693877551
-76,250,124,126,0,2,49.6,0.124
-77,253,128,125,0,2,50.59,0.11462450592885376
-78,394,237,157,0,3,60.15,0.15228426395939088
-79,1910,1690,220,0,15,88.48,0.225130890052356
-80,120,34,86,0,1,28.33,0.03333333333333333
-81,121,42,79,0,1,34.71,0.09090909090909091
-82,647,465,182,0,5,71.87,0.17001545595054096
-83,248,126,122,0,2,50.81,0.13709677419354838
-84,144,51,93,0,1,35.42,0.125
-85,108,32,76,0,1,29.63,0.037037037037037035
-86,211,94,117,0,2,44.55,0.08530805687203792
-87,134,49,85,0,1,36.57,0.08208955223880597
-88,224,107,117,0,2,47.77,0.13839285714285715
-89,135,49,86,0,1,36.3,0.1037037037037037
-90,124,35,89,0,1,28.23,0.07258064516129033
-91,240,116,124,0,2,48.33,0.1125
-92,229,108,121,0,2,47.16,0.09606986899563319
-93,393,241,152,0,3,61.32,0.13994910941475827
-94,125,37,88,0,1,29.6,0.032
-95,257,140,117,0,2,54.47,0.08949416342412451
-96,139,47,92,0,1,33.81,0.08633093525179857
-97,127,45,82,0,1,35.43,0.03937007874015748
-98,4578,4343,235,0,37,94.87,0.22804718217562253
-99,482,323,159,0,4,67.01,0.1887966804979253
-100,249,130,119,0,2,52.21,0.11646586345381527
+1,122,41,81,0,1,0.6151832460732984,0.15706806282722513
+2,382,235,147,0,3,0.2992125984251969,0.10236220472440945
+3,127,38,89,0,1,0.2920353982300885,0.08849557522123894
+4,113,33,80,0,1,0.4959016393442623,0.11065573770491803
+5,244,121,123,0,2,0.3448275862068966,0.09482758620689655
+6,116,40,76,0,1,0.7225609756097561,0.16310975609756098
+7,656,474,182,0,5,0.3046875,0.046875
+8,128,39,89,0,1,0.32456140350877194,0.08771929824561403
+9,114,37,77,0,1,0.28695652173913044,0.06956521739130435
+10,115,33,82,0,1,0.524390243902439,0.09349593495934959
+11,246,129,117,0,2,0.3787878787878788,0.08333333333333333
+12,132,50,82,0,1,0.3597122302158273,0.08633093525179857
+13,139,50,89,0,1,0.2916666666666667,0.058333333333333334
+14,120,35,85,0,1,0.5134099616858238,0.13793103448275862
+15,261,134,127,0,2,0.48444444444444446,0.10666666666666667
+16,225,109,116,0,2,0.325,0.06666666666666667
+17,120,39,81,0,1,0.3333333333333333,0.07692307692307693
+18,117,39,78,0,1,0.5916666666666667,0.10277777777777777
+19,360,213,147,0,3,0.3418803418803419,0.09401709401709402
+20,117,40,77,0,1,0.3582089552238806,0.07462686567164178
+21,134,48,86,0,1,0.3741496598639456,0.12244897959183673
+22,147,55,92,0,1,0.352112676056338,0.07746478873239436
+23,142,50,92,0,1,0.5303030303030303,0.10984848484848485
+24,264,140,124,0,2,0.34146341463414637,0.11382113821138211
+25,123,42,81,0,1,0.3546099290780142,0.0851063829787234
+26,141,50,91,0,1,0.3515625,0.0703125
+27,128,45,83,0,1,0.6914893617021277,0.16666666666666666
+28,564,390,174,0,5,0.3533834586466165,0.06015037593984962
+29,133,47,86,0,1,0.36,0.096
+30,125,45,80,0,1,0.26956521739130435,0.06956521739130435
+31,115,31,84,0,1,0.6581196581196581,0.17094017094017094
+32,468,308,160,0,4,0.31896551724137934,0.034482758620689655
+33,116,37,79,0,1,0.6726907630522089,0.18072289156626506
+34,498,335,163,0,4,0.29545454545454547,0.09848484848484848
+35,132,39,93,0,1,0.29,0.07
+36,100,29,71,0,1,0.348993288590604,0.10067114093959731
+37,149,52,97,0,1,0.5859154929577465,0.16338028169014085
+38,355,208,147,0,3,0.7962577962577962,0.2047817047817048
+39,962,766,196,0,8,0.3671875,0.109375
+40,128,47,81,0,1,0.6455696202531646,0.16666666666666666
+41,474,306,168,0,4,0.6626262626262627,0.17777777777777778
+42,495,328,167,0,4,0.4647887323943662,0.08450704225352113
+43,213,99,114,0,2,0.2857142857142857,0.07142857142857142
+44,112,32,80,0,1,0.3178294573643411,0.05426356589147287
+45,129,41,88,0,1,0.3383458646616541,0.07518796992481203
+46,133,45,88,0,1,0.8359746434231379,0.16085578446909668
+47,1262,1055,207,0,10,0.38235294117647056,0.10294117647058823
+48,136,52,84,0,1,0.41843971631205673,0.10638297872340426
+49,141,59,82,0,1,0.3445378151260504,0.07563025210084033
+50,119,41,78,0,1,0.7011686143572621,0.17696160267111852
+51,599,420,179,0,5,0.8155515370705244,0.20253164556962025
+52,1106,902,204,0,9,0.2892561983471074,0.05785123966942149
+53,121,35,86,0,1,0.29770992366412213,0.061068702290076333
+54,131,39,92,0,1,0.3387096774193548,0.12903225806451613
+55,124,42,82,0,1,0.36923076923076925,0.06923076923076923
+56,130,48,82,0,1,0.3225806451612903,0.08870967741935484
+57,124,40,84,0,1,0.8956562795089708,0.23937677053824363
+58,2118,1897,221,0,17,0.4634146341463415,0.1024390243902439
+59,205,95,110,0,2,0.34306569343065696,0.072992700729927
+60,137,47,90,0,1,0.9284825870646766,0.23227611940298507
+61,3216,2986,230,0,26,0.34782608695652173,0.07971014492753623
+62,138,48,90,0,1,0.3076923076923077,0.11965811965811966
+63,117,36,81,0,1,0.5075757575757576,0.10227272727272728
+64,264,134,130,0,2,0.37410071942446044,0.07913669064748201
+65,139,52,87,0,1,0.8373397435897436,0.20993589743589744
+66,1248,1045,203,0,10,0.3561643835616438,0.15753424657534246
+67,146,52,94,0,1,0.9713572617066794,0.24007606370335155
+68,8414,8173,241,0,69,0.3103448275862069,0.11206896551724138
+69,116,36,80,0,1,0.31666666666666665,0.08333333333333333
+70,120,38,82,0,1,0.5204918032786885,0.0942622950819672
+71,244,127,117,0,2,0.29914529914529914,0.08547008547008547
+72,117,35,82,0,1,0.33587786259541985,0.09923664122137404
+73,131,44,87,0,1,0.3380281690140845,0.056338028169014086
+74,142,48,94,0,1,0.5743440233236151,0.1836734693877551
+75,343,197,146,0,3,0.496,0.124
+76,250,124,126,0,2,0.5059288537549407,0.11462450592885376
+77,253,128,125,0,2,0.6015228426395939,0.15228426395939088
+78,394,237,157,0,3,0.8848167539267016,0.225130890052356
+79,1910,1690,220,0,15,0.2833333333333333,0.03333333333333333
+80,120,34,86,0,1,0.34710743801652894,0.09090909090909091
+81,121,42,79,0,1,0.7187017001545595,0.17001545595054096
+82,647,465,182,0,5,0.5080645161290323,0.13709677419354838
+83,248,126,122,0,2,0.3541666666666667,0.125
+84,144,51,93,0,1,0.2962962962962963,0.037037037037037035
+85,108,32,76,0,1,0.44549763033175355,0.08530805687203792
+86,211,94,117,0,2,0.3656716417910448,0.08208955223880597
+87,134,49,85,0,1,0.47767857142857145,0.13839285714285715
+88,224,107,117,0,2,0.362962962962963,0.1037037037037037
+89,135,49,86,0,1,0.28225806451612906,0.07258064516129033
+90,124,35,89,0,1,0.48333333333333334,0.1125
+91,240,116,124,0,2,0.47161572052401746,0.09606986899563319
+92,229,108,121,0,2,0.6132315521628499,0.13994910941475827
+93,393,241,152,0,3,0.296,0.032
+94,125,37,88,0,1,0.5447470817120622,0.08949416342412451
+95,257,140,117,0,2,0.3381294964028777,0.08633093525179857
+96,139,47,92,0,1,0.3543307086614173,0.03937007874015748
+97,127,45,82,0,1,0.9486675404106597,0.22804718217562253
+98,4578,4343,235,0,37,0.6701244813278008,0.1887966804979253
+99,482,323,159,0,4,0.5220883534136547,0.11646586345381527
--- 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_1_0s_ttl/details.csv
+++ b/experiments/No_Refresh_1_0s_ttl/details.csv
@@ -1,101 +1,100 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,127,68,59,0,1,53.54,0.2677165354330709
-2,270,187,83,0,2,69.26,0.3148148148148148
-3,392,296,96,0,3,75.51,0.36989795918367346
-4,221,141,80,0,2,63.8,0.3438914027149321
-5,138,72,66,0,1,52.17,0.2391304347826087
-6,133,69,64,0,1,51.88,0.23308270676691728
-7,361,265,96,0,3,73.41,0.34349030470914127
-8,472,369,103,0,4,78.18,0.3983050847457627
-9,248,160,88,0,2,64.52,0.29838709677419356
-10,114,56,58,0,1,49.12,0.2719298245614035
-11,364,271,93,0,3,74.45,0.3324175824175824
-12,133,68,65,0,1,51.13,0.21052631578947367
-13,115,52,63,0,1,45.22,0.21739130434782608
-14,124,62,62,0,1,50.0,0.14516129032258066
-15,277,188,89,0,2,67.87,0.33212996389891697
-16,1576,1458,118,0,12,92.51,0.48286802030456855
-17,121,58,63,0,1,47.93,0.30578512396694213
-18,272,187,85,0,2,68.75,0.31985294117647056
-19,137,71,66,0,1,51.82,0.24817518248175183
-20,132,65,67,0,1,49.24,0.29545454545454547
-21,129,63,66,0,1,48.84,0.29457364341085274
-22,100,41,59,0,1,41.0,0.17
-23,114,57,57,0,1,50.0,0.21929824561403508
-24,138,66,72,0,1,47.83,0.18840579710144928
-25,126,65,61,0,1,51.59,0.3333333333333333
-26,134,69,65,0,1,51.49,0.2462686567164179
-27,132,65,67,0,1,49.24,0.3181818181818182
-28,144,76,68,0,1,52.78,0.2847222222222222
-29,636,529,107,0,5,83.18,0.38522012578616355
-30,136,71,65,0,1,52.21,0.23529411764705882
-31,119,59,60,0,1,49.58,0.2857142857142857
-32,118,53,65,0,1,44.92,0.2627118644067797
-33,717,609,108,0,6,84.94,0.39748953974895396
-34,118,57,61,0,1,48.31,0.2711864406779661
-35,100,42,58,0,1,42.0,0.24
-36,120,57,63,0,1,47.5,0.20833333333333334
-37,135,68,67,0,1,50.37,0.26666666666666666
-38,138,75,63,0,1,54.35,0.34057971014492755
-39,132,71,61,0,1,53.79,0.21212121212121213
-40,116,55,61,0,1,47.41,0.28448275862068967
-41,479,378,101,0,4,78.91,0.42379958246346555
-42,387,292,95,0,3,75.45,0.35658914728682173
-43,122,60,62,0,1,49.18,0.2540983606557377
-44,255,172,83,0,2,67.45,0.36470588235294116
-45,246,163,83,0,2,66.26,0.3780487804878049
-46,917,807,110,0,7,88.0,0.42748091603053434
-47,128,65,63,0,1,50.78,0.2734375
-48,816,705,111,0,6,86.4,0.4019607843137255
-49,267,183,84,0,2,68.54,0.32209737827715357
-50,145,79,66,0,1,54.48,0.2620689655172414
-51,347,251,96,0,3,72.33,0.345821325648415
-52,912,800,112,0,7,87.72,0.3925438596491228
-53,114,55,59,0,1,48.25,0.2631578947368421
-54,263,178,85,0,2,67.68,0.376425855513308
-55,273,188,85,0,2,68.86,0.3772893772893773
-56,271,188,83,0,2,69.37,0.33210332103321033
-57,2326,2205,121,0,18,94.8,0.4484092863284609
-58,122,56,66,0,1,45.9,0.26229508196721313
-59,129,67,62,0,1,51.94,0.2713178294573643
-60,134,65,69,0,1,48.51,0.22388059701492538
-61,2557,2436,121,0,20,95.27,0.409464215877982
-62,137,76,61,0,1,55.47,0.27007299270072993
-63,665,559,106,0,5,84.06,0.40601503759398494
-64,1412,1295,117,0,11,91.71,0.42209631728045327
-65,904,793,111,0,7,87.72,0.42367256637168144
-66,220,138,82,0,2,62.73,0.33181818181818185
-67,135,72,63,0,1,53.33,0.37777777777777777
-68,138,72,66,0,1,52.17,0.21014492753623187
-69,392,295,97,0,3,75.26,0.32653061224489793
-70,120,64,56,0,1,53.33,0.25
-71,488,387,101,0,4,79.3,0.3790983606557377
-72,230,148,82,0,2,64.35,0.3782608695652174
-73,237,148,89,0,2,62.45,0.3206751054852321
-74,123,61,62,0,1,49.59,0.23577235772357724
-75,127,69,58,0,1,54.33,0.2755905511811024
-76,133,66,67,0,1,49.62,0.2781954887218045
-77,1138,1024,114,0,9,89.98,0.4305799648506151
-78,3671,3548,123,0,29,96.65,0.4652683192590575
-79,128,59,69,0,1,46.09,0.1171875
-80,114,51,63,0,1,44.74,0.2719298245614035
-81,133,68,65,0,1,51.13,0.21052631578947367
-82,246,161,85,0,2,65.45,0.32113821138211385
-83,121,57,64,0,1,47.11,0.256198347107438
-84,234,153,81,0,2,65.38,0.29914529914529914
-85,386,289,97,0,3,74.87,0.35751295336787564
-86,257,170,87,0,2,66.15,0.35019455252918286
-87,132,61,71,0,1,46.21,0.23484848484848486
-88,118,53,65,0,1,44.92,0.11864406779661017
-89,630,521,109,0,5,82.7,0.4523809523809524
-90,131,67,64,0,1,51.15,0.20610687022900764
-91,544,443,101,0,4,81.43,0.40808823529411764
-92,274,188,86,0,2,68.61,0.3357664233576642
-93,141,76,65,0,1,53.9,0.2907801418439716
-94,257,170,87,0,2,66.15,0.377431906614786
-95,1002,889,113,0,8,88.72,0.4550898203592814
-96,137,67,70,0,1,48.91,0.24087591240875914
-97,378,280,98,0,3,74.07,0.3492063492063492
-98,133,67,66,0,1,50.38,0.2631578947368421
-99,115,55,60,0,1,47.83,0.23478260869565218
-100,141,72,69,0,1,51.06,0.2127659574468085
+1,127,68,59,0,1,0.6925925925925925,0.3148148148148148
+2,270,187,83,0,2,0.7551020408163265,0.36989795918367346
+3,392,296,96,0,3,0.6380090497737556,0.3438914027149321
+4,221,141,80,0,2,0.5217391304347826,0.2391304347826087
+5,138,72,66,0,1,0.518796992481203,0.23308270676691728
+6,133,69,64,0,1,0.7340720221606648,0.34349030470914127
+7,361,265,96,0,3,0.7817796610169492,0.3983050847457627
+8,472,369,103,0,4,0.6451612903225806,0.29838709677419356
+9,248,160,88,0,2,0.49122807017543857,0.2719298245614035
+10,114,56,58,0,1,0.7445054945054945,0.3324175824175824
+11,364,271,93,0,3,0.5112781954887218,0.21052631578947367
+12,133,68,65,0,1,0.45217391304347826,0.21739130434782608
+13,115,52,63,0,1,0.5,0.14516129032258066
+14,124,62,62,0,1,0.6787003610108303,0.33212996389891697
+15,277,188,89,0,2,0.9251269035532995,0.48286802030456855
+16,1576,1458,118,0,12,0.4793388429752066,0.30578512396694213
+17,121,58,63,0,1,0.6875,0.31985294117647056
+18,272,187,85,0,2,0.5182481751824818,0.24817518248175183
+19,137,71,66,0,1,0.49242424242424243,0.29545454545454547
+20,132,65,67,0,1,0.4883720930232558,0.29457364341085274
+21,129,63,66,0,1,0.41,0.17
+22,100,41,59,0,1,0.5,0.21929824561403508
+23,114,57,57,0,1,0.4782608695652174,0.18840579710144928
+24,138,66,72,0,1,0.5158730158730159,0.3333333333333333
+25,126,65,61,0,1,0.5149253731343284,0.2462686567164179
+26,134,69,65,0,1,0.49242424242424243,0.3181818181818182
+27,132,65,67,0,1,0.5277777777777778,0.2847222222222222
+28,144,76,68,0,1,0.8317610062893082,0.38522012578616355
+29,636,529,107,0,5,0.5220588235294118,0.23529411764705882
+30,136,71,65,0,1,0.4957983193277311,0.2857142857142857
+31,119,59,60,0,1,0.4491525423728814,0.2627118644067797
+32,118,53,65,0,1,0.8493723849372385,0.39748953974895396
+33,717,609,108,0,6,0.4830508474576271,0.2711864406779661
+34,118,57,61,0,1,0.42,0.24
+35,100,42,58,0,1,0.475,0.20833333333333334
+36,120,57,63,0,1,0.5037037037037037,0.26666666666666666
+37,135,68,67,0,1,0.5434782608695652,0.34057971014492755
+38,138,75,63,0,1,0.5378787878787878,0.21212121212121213
+39,132,71,61,0,1,0.47413793103448276,0.28448275862068967
+40,116,55,61,0,1,0.7891440501043842,0.42379958246346555
+41,479,378,101,0,4,0.7545219638242894,0.35658914728682173
+42,387,292,95,0,3,0.4918032786885246,0.2540983606557377
+43,122,60,62,0,1,0.6745098039215687,0.36470588235294116
+44,255,172,83,0,2,0.6626016260162602,0.3780487804878049
+45,246,163,83,0,2,0.8800436205016358,0.42748091603053434
+46,917,807,110,0,7,0.5078125,0.2734375
+47,128,65,63,0,1,0.8639705882352942,0.4019607843137255
+48,816,705,111,0,6,0.6853932584269663,0.32209737827715357
+49,267,183,84,0,2,0.5448275862068965,0.2620689655172414
+50,145,79,66,0,1,0.723342939481268,0.345821325648415
+51,347,251,96,0,3,0.8771929824561403,0.3925438596491228
+52,912,800,112,0,7,0.4824561403508772,0.2631578947368421
+53,114,55,59,0,1,0.6768060836501901,0.376425855513308
+54,263,178,85,0,2,0.6886446886446886,0.3772893772893773
+55,273,188,85,0,2,0.6937269372693727,0.33210332103321033
+56,271,188,83,0,2,0.9479793637145314,0.4484092863284609
+57,2326,2205,121,0,18,0.45901639344262296,0.26229508196721313
+58,122,56,66,0,1,0.5193798449612403,0.2713178294573643
+59,129,67,62,0,1,0.48507462686567165,0.22388059701492538
+60,134,65,69,0,1,0.95267892061009,0.409464215877982
+61,2557,2436,121,0,20,0.5547445255474452,0.27007299270072993
+62,137,76,61,0,1,0.8406015037593985,0.40601503759398494
+63,665,559,106,0,5,0.9171388101983002,0.42209631728045327
+64,1412,1295,117,0,11,0.8772123893805309,0.42367256637168144
+65,904,793,111,0,7,0.6272727272727273,0.33181818181818185
+66,220,138,82,0,2,0.5333333333333333,0.37777777777777777
+67,135,72,63,0,1,0.5217391304347826,0.21014492753623187
+68,138,72,66,0,1,0.7525510204081632,0.32653061224489793
+69,392,295,97,0,3,0.5333333333333333,0.25
+70,120,64,56,0,1,0.7930327868852459,0.3790983606557377
+71,488,387,101,0,4,0.6434782608695652,0.3782608695652174
+72,230,148,82,0,2,0.6244725738396625,0.3206751054852321
+73,237,148,89,0,2,0.4959349593495935,0.23577235772357724
+74,123,61,62,0,1,0.5433070866141733,0.2755905511811024
+75,127,69,58,0,1,0.49624060150375937,0.2781954887218045
+76,133,66,67,0,1,0.8998242530755711,0.4305799648506151
+77,1138,1024,114,0,9,0.9664941432852084,0.4652683192590575
+78,3671,3548,123,0,29,0.4609375,0.1171875
+79,128,59,69,0,1,0.4473684210526316,0.2719298245614035
+80,114,51,63,0,1,0.5112781954887218,0.21052631578947367
+81,133,68,65,0,1,0.6544715447154471,0.32113821138211385
+82,246,161,85,0,2,0.47107438016528924,0.256198347107438
+83,121,57,64,0,1,0.6538461538461539,0.29914529914529914
+84,234,153,81,0,2,0.7487046632124352,0.35751295336787564
+85,386,289,97,0,3,0.6614785992217899,0.35019455252918286
+86,257,170,87,0,2,0.4621212121212121,0.23484848484848486
+87,132,61,71,0,1,0.4491525423728814,0.11864406779661017
+88,118,53,65,0,1,0.8269841269841269,0.4523809523809524
+89,630,521,109,0,5,0.5114503816793893,0.20610687022900764
+90,131,67,64,0,1,0.8143382352941176,0.40808823529411764
+91,544,443,101,0,4,0.6861313868613139,0.3357664233576642
+92,274,188,86,0,2,0.5390070921985816,0.2907801418439716
+93,141,76,65,0,1,0.6614785992217899,0.377431906614786
+94,257,170,87,0,2,0.8872255489021956,0.4550898203592814
+95,1002,889,113,0,8,0.48905109489051096,0.24087591240875914
+96,137,67,70,0,1,0.7407407407407407,0.3492063492063492
+97,378,280,98,0,3,0.5037593984962406,0.2631578947368421
+98,133,67,66,0,1,0.4782608695652174,0.23478260869565218
+99,115,55,60,0,1,0.5106382978723404,0.2127659574468085
--- 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_2_0s_ttl/details.csv
+++ b/experiments/No_Refresh_2_0s_ttl/details.csv
@@ -1,101 +1,100 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,591,535,56,0,5,90.52,0.9560067681895094
-2,244,197,47,0,2,80.74,0.7704918032786885
-3,361,307,54,0,3,85.04,0.9362880886426593
-4,736,679,57,0,6,92.26,0.938858695652174
-5,100,62,38,0,1,62.0,0.61
-6,628,571,57,0,5,90.92,0.8949044585987261
-7,123,85,38,0,1,69.11,0.7398373983739838
-8,128,83,45,0,1,64.84,0.5625
-9,1379,1320,59,0,11,95.72,0.9564902102973168
-10,1003,945,58,0,8,94.22,1.0259222333000997
-11,122,78,44,0,1,63.93,0.639344262295082
-12,117,75,42,0,1,64.1,0.6239316239316239
-13,148,106,42,0,1,71.62,0.7364864864864865
-14,108,70,38,0,1,64.81,0.7407407407407407
-15,257,209,48,0,2,81.32,0.7665369649805448
-16,106,67,39,0,1,63.21,0.5754716981132075
-17,507,452,55,0,4,89.15,0.8086785009861933
-18,128,87,41,0,1,67.97,0.71875
-19,518,464,54,0,4,89.58,0.8378378378378378
-20,112,72,40,0,1,64.29,0.625
-21,137,96,41,0,1,70.07,0.7591240875912408
-22,899,841,58,0,7,93.55,0.9365962180200222
-23,2525,2465,60,0,20,97.62,0.9275247524752476
-24,113,75,38,0,1,66.37,0.6902654867256637
-25,375,322,53,0,3,85.87,0.904
-26,129,88,41,0,1,68.22,0.7364341085271318
-27,123,84,39,0,1,68.29,0.6097560975609756
-28,1328,1270,58,0,11,95.63,1.0135542168674698
-29,1062,1004,58,0,9,94.54,0.8907721280602636
-30,124,83,41,0,1,66.94,0.6693548387096774
-31,249,200,49,0,2,80.32,0.8353413654618473
-32,250,201,49,0,2,80.4,0.76
-33,602,546,56,0,5,90.7,0.9069767441860465
-34,120,80,40,0,1,66.67,0.6666666666666666
-35,124,86,38,0,1,69.35,0.8387096774193549
-36,117,73,44,0,1,62.39,0.6153846153846154
-37,134,92,42,0,1,68.66,0.6492537313432836
-38,250,200,50,0,2,80.0,0.76
-39,121,78,43,0,1,64.46,0.6694214876033058
-40,128,82,46,0,1,64.06,0.78125
-41,103,63,40,0,1,61.17,0.5922330097087378
-42,570,514,56,0,4,90.18,0.8175438596491228
-43,375,322,53,0,3,85.87,0.9173333333333333
-44,119,82,37,0,1,68.91,0.7142857142857143
-45,115,76,39,0,1,66.09,0.6434782608695652
-46,254,206,48,0,2,81.1,0.8385826771653543
-47,243,191,52,0,2,78.6,0.7818930041152263
-48,107,68,39,0,1,63.55,0.616822429906542
-49,131,88,43,0,1,67.18,0.6870229007633588
-50,130,87,43,0,1,66.92,0.6076923076923076
-51,259,209,50,0,2,80.69,0.7722007722007722
-52,134,90,44,0,1,67.16,0.6716417910447762
-53,112,68,44,0,1,60.71,0.5357142857142857
-54,958,901,57,0,8,94.05,1.024008350730689
-55,140,97,43,0,1,69.29,0.7142857142857143
-56,2363,2303,60,0,19,97.46,0.9767245027507406
-57,112,72,40,0,1,64.29,0.7142857142857143
-58,108,67,41,0,1,62.04,0.6296296296296297
-59,252,202,50,0,2,80.16,0.7976190476190477
-60,2578,2518,60,0,22,97.67,0.951900698215671
-61,279,227,52,0,2,81.36,0.7383512544802867
-62,1070,1012,58,0,9,94.58,0.9271028037383178
-63,485,430,55,0,4,88.66,0.8412371134020619
-64,261,210,51,0,2,80.46,0.8467432950191571
-65,262,214,48,0,2,81.68,0.7824427480916031
-66,112,71,41,0,1,63.39,0.625
-67,350,297,53,0,3,84.86,0.82
-68,506,451,55,0,4,89.13,0.8695652173913043
-69,258,209,49,0,2,81.01,0.7364341085271318
-70,121,84,37,0,1,69.42,0.8181818181818182
-71,1424,1365,59,0,12,95.86,0.9824438202247191
-72,126,85,41,0,1,67.46,0.5793650793650794
-73,137,94,43,0,1,68.61,0.6788321167883211
-74,481,426,55,0,4,88.57,1.0395010395010396
-75,116,77,39,0,1,66.38,0.75
-76,111,70,41,0,1,63.06,0.6936936936936937
-77,115,75,40,0,1,65.22,0.7217391304347827
-78,489,435,54,0,4,88.96,0.9079754601226994
-79,133,91,42,0,1,68.42,0.6616541353383458
-80,133,89,44,0,1,66.92,0.7443609022556391
-81,214,165,49,0,2,77.1,0.6495327102803738
-82,345,291,54,0,3,84.35,0.8869565217391304
-83,123,80,43,0,1,65.04,0.6910569105691057
-84,125,81,44,0,1,64.8,0.656
-85,129,89,40,0,1,68.99,0.6666666666666666
-86,108,70,38,0,1,64.81,0.6018518518518519
-87,121,78,43,0,1,64.46,0.7024793388429752
-88,261,213,48,0,2,81.61,0.7739463601532567
-89,363,310,53,0,3,85.4,0.8705234159779615
-90,1132,1074,58,0,9,94.88,0.950530035335689
-91,127,85,42,0,1,66.93,0.5905511811023622
-92,114,77,37,0,1,67.54,0.6842105263157895
-93,343,290,53,0,3,84.55,0.880466472303207
-94,132,90,42,0,1,68.18,0.696969696969697
-95,365,313,52,0,3,85.75,0.8821917808219178
-96,257,208,49,0,2,80.93,0.7120622568093385
-97,880,823,57,0,7,93.52,1.0261363636363636
-98,6417,6356,61,0,52,99.05,0.8669160043634097
-99,2246,2186,60,0,18,97.33,0.9541406945681211
-100,110,73,37,0,1,66.36,0.5909090909090909
+1,591,535,56,0,5,0.8073770491803278,0.7704918032786885
+2,244,197,47,0,2,0.850415512465374,0.9362880886426593
+3,361,307,54,0,3,0.9225543478260869,0.938858695652174
+4,736,679,57,0,6,0.62,0.61
+5,100,62,38,0,1,0.9092356687898089,0.8949044585987261
+6,628,571,57,0,5,0.6910569105691057,0.7398373983739838
+7,123,85,38,0,1,0.6484375,0.5625
+8,128,83,45,0,1,0.9572153734590283,0.9564902102973168
+9,1379,1320,59,0,11,0.942173479561316,1.0259222333000997
+10,1003,945,58,0,8,0.639344262295082,0.639344262295082
+11,122,78,44,0,1,0.6410256410256411,0.6239316239316239
+12,117,75,42,0,1,0.7162162162162162,0.7364864864864865
+13,148,106,42,0,1,0.6481481481481481,0.7407407407407407
+14,108,70,38,0,1,0.8132295719844358,0.7665369649805448
+15,257,209,48,0,2,0.6320754716981132,0.5754716981132075
+16,106,67,39,0,1,0.8915187376725838,0.8086785009861933
+17,507,452,55,0,4,0.6796875,0.71875
+18,128,87,41,0,1,0.8957528957528957,0.8378378378378378
+19,518,464,54,0,4,0.6428571428571429,0.625
+20,112,72,40,0,1,0.7007299270072993,0.7591240875912408
+21,137,96,41,0,1,0.9354838709677419,0.9365962180200222
+22,899,841,58,0,7,0.9762376237623762,0.9275247524752476
+23,2525,2465,60,0,20,0.6637168141592921,0.6902654867256637
+24,113,75,38,0,1,0.8586666666666667,0.904
+25,375,322,53,0,3,0.6821705426356589,0.7364341085271318
+26,129,88,41,0,1,0.6829268292682927,0.6097560975609756
+27,123,84,39,0,1,0.9563253012048193,1.0135542168674698
+28,1328,1270,58,0,11,0.9453860640301318,0.8907721280602636
+29,1062,1004,58,0,9,0.6693548387096774,0.6693548387096774
+30,124,83,41,0,1,0.8032128514056225,0.8353413654618473
+31,249,200,49,0,2,0.804,0.76
+32,250,201,49,0,2,0.9069767441860465,0.9069767441860465
+33,602,546,56,0,5,0.6666666666666666,0.6666666666666666
+34,120,80,40,0,1,0.6935483870967742,0.8387096774193549
+35,124,86,38,0,1,0.6239316239316239,0.6153846153846154
+36,117,73,44,0,1,0.6865671641791045,0.6492537313432836
+37,134,92,42,0,1,0.8,0.76
+38,250,200,50,0,2,0.6446280991735537,0.6694214876033058
+39,121,78,43,0,1,0.640625,0.78125
+40,128,82,46,0,1,0.6116504854368932,0.5922330097087378
+41,103,63,40,0,1,0.9017543859649123,0.8175438596491228
+42,570,514,56,0,4,0.8586666666666667,0.9173333333333333
+43,375,322,53,0,3,0.6890756302521008,0.7142857142857143
+44,119,82,37,0,1,0.6608695652173913,0.6434782608695652
+45,115,76,39,0,1,0.8110236220472441,0.8385826771653543
+46,254,206,48,0,2,0.7860082304526749,0.7818930041152263
+47,243,191,52,0,2,0.6355140186915887,0.616822429906542
+48,107,68,39,0,1,0.6717557251908397,0.6870229007633588
+49,131,88,43,0,1,0.6692307692307692,0.6076923076923076
+50,130,87,43,0,1,0.806949806949807,0.7722007722007722
+51,259,209,50,0,2,0.6716417910447762,0.6716417910447762
+52,134,90,44,0,1,0.6071428571428571,0.5357142857142857
+53,112,68,44,0,1,0.9405010438413361,1.024008350730689
+54,958,901,57,0,8,0.6928571428571428,0.7142857142857143
+55,140,97,43,0,1,0.9746085484553534,0.9767245027507406
+56,2363,2303,60,0,19,0.6428571428571429,0.7142857142857143
+57,112,72,40,0,1,0.6203703703703703,0.6296296296296297
+58,108,67,41,0,1,0.8015873015873016,0.7976190476190477
+59,252,202,50,0,2,0.9767261442979054,0.951900698215671
+60,2578,2518,60,0,22,0.8136200716845878,0.7383512544802867
+61,279,227,52,0,2,0.9457943925233645,0.9271028037383178
+62,1070,1012,58,0,9,0.8865979381443299,0.8412371134020619
+63,485,430,55,0,4,0.8045977011494253,0.8467432950191571
+64,261,210,51,0,2,0.816793893129771,0.7824427480916031
+65,262,214,48,0,2,0.6339285714285714,0.625
+66,112,71,41,0,1,0.8485714285714285,0.82
+67,350,297,53,0,3,0.8913043478260869,0.8695652173913043
+68,506,451,55,0,4,0.810077519379845,0.7364341085271318
+69,258,209,49,0,2,0.6942148760330579,0.8181818181818182
+70,121,84,37,0,1,0.9585674157303371,0.9824438202247191
+71,1424,1365,59,0,12,0.6746031746031746,0.5793650793650794
+72,126,85,41,0,1,0.6861313868613139,0.6788321167883211
+73,137,94,43,0,1,0.8856548856548857,1.0395010395010396
+74,481,426,55,0,4,0.6637931034482759,0.75
+75,116,77,39,0,1,0.6306306306306306,0.6936936936936937
+76,111,70,41,0,1,0.6521739130434783,0.7217391304347827
+77,115,75,40,0,1,0.8895705521472392,0.9079754601226994
+78,489,435,54,0,4,0.6842105263157895,0.6616541353383458
+79,133,91,42,0,1,0.6691729323308271,0.7443609022556391
+80,133,89,44,0,1,0.7710280373831776,0.6495327102803738
+81,214,165,49,0,2,0.8434782608695652,0.8869565217391304
+82,345,291,54,0,3,0.6504065040650406,0.6910569105691057
+83,123,80,43,0,1,0.648,0.656
+84,125,81,44,0,1,0.689922480620155,0.6666666666666666
+85,129,89,40,0,1,0.6481481481481481,0.6018518518518519
+86,108,70,38,0,1,0.6446280991735537,0.7024793388429752
+87,121,78,43,0,1,0.8160919540229885,0.7739463601532567
+88,261,213,48,0,2,0.8539944903581267,0.8705234159779615
+89,363,310,53,0,3,0.9487632508833922,0.950530035335689
+90,1132,1074,58,0,9,0.6692913385826772,0.5905511811023622
+91,127,85,42,0,1,0.6754385964912281,0.6842105263157895
+92,114,77,37,0,1,0.8454810495626822,0.880466472303207
+93,343,290,53,0,3,0.6818181818181818,0.696969696969697
+94,132,90,42,0,1,0.8575342465753425,0.8821917808219178
+95,365,313,52,0,3,0.8093385214007782,0.7120622568093385
+96,257,208,49,0,2,0.9352272727272727,1.0261363636363636
+97,880,823,57,0,7,0.9904940003116721,0.8669160043634097
+98,6417,6356,61,0,52,0.9732858414959928,0.9541406945681211
+99,2246,2186,60,0,18,0.6636363636363637,0.5909090909090909
--- 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_3_0s_ttl/details.csv
+++ b/experiments/No_Refresh_3_0s_ttl/details.csv
@@ -1,101 +1,100 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,127,93,34,0,1,73.23,1.062992125984252
-2,148,116,32,0,1,78.38,1.2364864864864864
-3,117,85,32,0,1,72.65,1.0940170940170941
-4,125,91,34,0,1,72.8,1.032
-5,140,106,34,0,1,75.71,1.1642857142857144
-6,130,98,32,0,1,75.38,1.2538461538461538
-7,263,225,38,0,2,85.55,1.11787072243346
-8,109,78,31,0,1,71.56,1.073394495412844
-9,399,361,38,0,3,90.48,1.3358395989974938
-10,127,93,34,0,1,73.23,1.1496062992125984
-11,122,89,33,0,1,72.95,1.0901639344262295
-12,142,108,34,0,1,76.06,1.1126760563380282
-13,123,88,35,0,1,71.54,0.983739837398374
-14,131,98,33,0,1,74.81,1.251908396946565
-15,141,110,31,0,1,78.01,1.148936170212766
-16,102,69,33,0,1,67.65,0.9901960784313726
-17,112,79,33,0,1,70.54,0.9910714285714286
-18,372,334,38,0,3,89.78,1.3091397849462365
-19,102,73,29,0,1,71.57,1.0784313725490196
-20,148,114,34,0,1,77.03,1.114864864864865
-21,365,327,38,0,3,89.59,1.3068493150684932
-22,520,480,40,0,4,92.31,1.4384615384615385
-23,273,235,38,0,2,86.08,1.3626373626373627
-24,153,119,34,0,1,77.78,1.1176470588235294
-25,803,762,41,0,7,94.89,1.3424657534246576
-26,128,96,32,0,1,75.0,1.1171875
-27,107,74,33,0,1,69.16,1.0841121495327102
-28,946,905,41,0,8,95.67,1.3107822410147991
-29,115,84,31,0,1,73.04,1.0347826086956522
-30,115,84,31,0,1,73.04,1.0956521739130434
-31,258,222,36,0,2,86.05,1.306201550387597
-32,118,85,33,0,1,72.03,0.9830508474576272
-33,123,90,33,0,1,73.17,1.2926829268292683
-34,138,104,34,0,1,75.36,1.0942028985507246
-35,226,190,36,0,2,84.07,1.0309734513274336
-36,261,224,37,0,2,85.82,1.2528735632183907
-37,440,401,39,0,3,91.14,1.3295454545454546
-38,122,89,33,0,1,72.95,1.0573770491803278
-39,127,96,31,0,1,75.59,1.0551181102362204
-40,102,73,29,0,1,71.57,1.0784313725490196
-41,139,107,32,0,1,76.98,1.1007194244604317
-42,118,86,32,0,1,72.88,1.0677966101694916
-43,135,102,33,0,1,75.56,1.0518518518518518
-44,251,215,36,0,2,85.66,1.2868525896414342
-45,253,217,36,0,2,85.77,1.2727272727272727
-46,139,107,32,0,1,76.98,1.0359712230215827
-47,120,90,30,0,1,75.0,1.15
-48,257,220,37,0,2,85.6,1.2684824902723735
-49,256,220,36,0,2,85.94,1.24609375
-50,2480,2438,42,0,20,98.31,1.3608870967741935
-51,105,77,28,0,1,73.33,1.0666666666666667
-52,133,103,30,0,1,77.44,1.2781954887218046
-53,804,763,41,0,6,94.9,1.4900497512437811
-54,137,105,32,0,1,76.64,1.1532846715328466
-55,100,70,30,0,1,70.0,1.03
-56,146,113,33,0,1,77.4,1.3013698630136987
-57,124,90,34,0,1,72.58,1.0080645161290323
-58,140,108,32,0,1,77.14,1.2
-59,108,78,30,0,1,72.22,0.9722222222222222
-60,132,99,33,0,1,75.0,1.2121212121212122
-61,601,561,40,0,5,93.34,1.4226289517470883
-62,116,85,31,0,1,73.28,1.103448275862069
-63,109,79,30,0,1,72.48,0.9908256880733946
-64,127,94,33,0,1,74.02,1.1574803149606299
-65,128,96,32,0,1,75.0,1.140625
-66,252,216,36,0,2,85.71,1.3492063492063493
-67,140,110,30,0,1,78.57,1.1285714285714286
-68,108,77,31,0,1,71.3,1.1296296296296295
-69,247,210,37,0,2,85.02,1.2469635627530364
-70,147,112,35,0,1,76.19,1.129251700680272
-71,125,94,31,0,1,75.2,0.912
-72,276,238,38,0,2,86.23,1.3043478260869565
-73,382,345,37,0,3,90.31,1.4162303664921465
-74,258,221,37,0,2,85.66,1.197674418604651
-75,122,89,33,0,1,72.95,1.1557377049180328
-76,134,99,35,0,1,73.88,1.0671641791044777
-77,113,85,28,0,1,75.22,0.9823008849557522
-78,485,445,40,0,4,91.75,1.3278350515463917
-79,138,109,29,0,1,78.99,1.1594202898550725
-80,124,92,32,0,1,74.19,1.0725806451612903
-81,126,97,29,0,1,76.98,1.1984126984126984
-82,136,104,32,0,1,76.47,1.0
-83,123,92,31,0,1,74.8,0.991869918699187
-84,132,101,31,0,1,76.52,1.1818181818181819
-85,223,187,36,0,2,83.86,1.3183856502242153
-86,126,97,29,0,1,76.98,1.1666666666666667
-87,118,85,33,0,1,72.03,0.9915254237288136
-88,383,344,39,0,3,89.82,1.5221932114882506
-89,136,104,32,0,1,76.47,1.1102941176470589
-90,122,92,30,0,1,75.41,1.1885245901639345
-91,121,87,34,0,1,71.9,0.9338842975206612
-92,492,452,40,0,4,91.87,1.4146341463414633
-93,385,346,39,0,3,89.87,1.405194805194805
-94,127,94,33,0,1,74.02,1.1732283464566928
-95,132,97,35,0,1,73.48,1.0606060606060606
-96,5506,5464,42,0,45,99.24,1.4139120958953868
-97,105,74,31,0,1,70.48,1.0285714285714285
-98,261,225,36,0,2,86.21,1.2950191570881227
-99,381,343,38,0,3,90.03,1.220472440944882
-100,117,85,32,0,1,72.65,1.1452991452991452
+1,127,93,34,0,1,0.7837837837837838,1.2364864864864864
+2,148,116,32,0,1,0.7264957264957265,1.0940170940170941
+3,117,85,32,0,1,0.728,1.032
+4,125,91,34,0,1,0.7571428571428571,1.1642857142857144
+5,140,106,34,0,1,0.7538461538461538,1.2538461538461538
+6,130,98,32,0,1,0.8555133079847909,1.11787072243346
+7,263,225,38,0,2,0.7155963302752294,1.073394495412844
+8,109,78,31,0,1,0.9047619047619048,1.3358395989974938
+9,399,361,38,0,3,0.7322834645669292,1.1496062992125984
+10,127,93,34,0,1,0.7295081967213115,1.0901639344262295
+11,122,89,33,0,1,0.7605633802816901,1.1126760563380282
+12,142,108,34,0,1,0.7154471544715447,0.983739837398374
+13,123,88,35,0,1,0.7480916030534351,1.251908396946565
+14,131,98,33,0,1,0.7801418439716312,1.148936170212766
+15,141,110,31,0,1,0.6764705882352942,0.9901960784313726
+16,102,69,33,0,1,0.7053571428571429,0.9910714285714286
+17,112,79,33,0,1,0.8978494623655914,1.3091397849462365
+18,372,334,38,0,3,0.7156862745098039,1.0784313725490196
+19,102,73,29,0,1,0.7702702702702703,1.114864864864865
+20,148,114,34,0,1,0.8958904109589041,1.3068493150684932
+21,365,327,38,0,3,0.9230769230769231,1.4384615384615385
+22,520,480,40,0,4,0.8608058608058609,1.3626373626373627
+23,273,235,38,0,2,0.7777777777777778,1.1176470588235294
+24,153,119,34,0,1,0.9489414694894147,1.3424657534246576
+25,803,762,41,0,7,0.75,1.1171875
+26,128,96,32,0,1,0.6915887850467289,1.0841121495327102
+27,107,74,33,0,1,0.9566596194503171,1.3107822410147991
+28,946,905,41,0,8,0.7304347826086957,1.0347826086956522
+29,115,84,31,0,1,0.7304347826086957,1.0956521739130434
+30,115,84,31,0,1,0.8604651162790697,1.306201550387597
+31,258,222,36,0,2,0.7203389830508474,0.9830508474576272
+32,118,85,33,0,1,0.7317073170731707,1.2926829268292683
+33,123,90,33,0,1,0.7536231884057971,1.0942028985507246
+34,138,104,34,0,1,0.8407079646017699,1.0309734513274336
+35,226,190,36,0,2,0.8582375478927203,1.2528735632183907
+36,261,224,37,0,2,0.9113636363636364,1.3295454545454546
+37,440,401,39,0,3,0.7295081967213115,1.0573770491803278
+38,122,89,33,0,1,0.7559055118110236,1.0551181102362204
+39,127,96,31,0,1,0.7156862745098039,1.0784313725490196
+40,102,73,29,0,1,0.7697841726618705,1.1007194244604317
+41,139,107,32,0,1,0.7288135593220338,1.0677966101694916
+42,118,86,32,0,1,0.7555555555555555,1.0518518518518518
+43,135,102,33,0,1,0.8565737051792829,1.2868525896414342
+44,251,215,36,0,2,0.857707509881423,1.2727272727272727
+45,253,217,36,0,2,0.7697841726618705,1.0359712230215827
+46,139,107,32,0,1,0.75,1.15
+47,120,90,30,0,1,0.8560311284046692,1.2684824902723735
+48,257,220,37,0,2,0.859375,1.24609375
+49,256,220,36,0,2,0.9830645161290322,1.3608870967741935
+50,2480,2438,42,0,20,0.7333333333333333,1.0666666666666667
+51,105,77,28,0,1,0.7744360902255639,1.2781954887218046
+52,133,103,30,0,1,0.9490049751243781,1.4900497512437811
+53,804,763,41,0,6,0.7664233576642335,1.1532846715328466
+54,137,105,32,0,1,0.7,1.03
+55,100,70,30,0,1,0.773972602739726,1.3013698630136987
+56,146,113,33,0,1,0.7258064516129032,1.0080645161290323
+57,124,90,34,0,1,0.7714285714285715,1.2
+58,140,108,32,0,1,0.7222222222222222,0.9722222222222222
+59,108,78,30,0,1,0.75,1.2121212121212122
+60,132,99,33,0,1,0.9334442595673876,1.4226289517470883
+61,601,561,40,0,5,0.7327586206896551,1.103448275862069
+62,116,85,31,0,1,0.7247706422018348,0.9908256880733946
+63,109,79,30,0,1,0.7401574803149606,1.1574803149606299
+64,127,94,33,0,1,0.75,1.140625
+65,128,96,32,0,1,0.8571428571428571,1.3492063492063493
+66,252,216,36,0,2,0.7857142857142857,1.1285714285714286
+67,140,110,30,0,1,0.7129629629629629,1.1296296296296295
+68,108,77,31,0,1,0.8502024291497976,1.2469635627530364
+69,247,210,37,0,2,0.7619047619047619,1.129251700680272
+70,147,112,35,0,1,0.752,0.912
+71,125,94,31,0,1,0.8623188405797102,1.3043478260869565
+72,276,238,38,0,2,0.9031413612565445,1.4162303664921465
+73,382,345,37,0,3,0.8565891472868217,1.197674418604651
+74,258,221,37,0,2,0.7295081967213115,1.1557377049180328
+75,122,89,33,0,1,0.7388059701492538,1.0671641791044777
+76,134,99,35,0,1,0.7522123893805309,0.9823008849557522
+77,113,85,28,0,1,0.9175257731958762,1.3278350515463917
+78,485,445,40,0,4,0.7898550724637681,1.1594202898550725
+79,138,109,29,0,1,0.7419354838709677,1.0725806451612903
+80,124,92,32,0,1,0.7698412698412699,1.1984126984126984
+81,126,97,29,0,1,0.7647058823529411,1.0
+82,136,104,32,0,1,0.7479674796747967,0.991869918699187
+83,123,92,31,0,1,0.7651515151515151,1.1818181818181819
+84,132,101,31,0,1,0.8385650224215246,1.3183856502242153
+85,223,187,36,0,2,0.7698412698412699,1.1666666666666667
+86,126,97,29,0,1,0.7203389830508474,0.9915254237288136
+87,118,85,33,0,1,0.8981723237597912,1.5221932114882506
+88,383,344,39,0,3,0.7647058823529411,1.1102941176470589
+89,136,104,32,0,1,0.7540983606557377,1.1885245901639345
+90,122,92,30,0,1,0.71900826446281,0.9338842975206612
+91,121,87,34,0,1,0.9186991869918699,1.4146341463414633
+92,492,452,40,0,4,0.8987012987012987,1.405194805194805
+93,385,346,39,0,3,0.7401574803149606,1.1732283464566928
+94,127,94,33,0,1,0.7348484848484849,1.0606060606060606
+95,132,97,35,0,1,0.9923719578641482,1.4139120958953868
+96,5506,5464,42,0,45,0.7047619047619048,1.0285714285714285
+97,105,74,31,0,1,0.8620689655172413,1.2950191570881227
+98,261,225,36,0,2,0.9002624671916011,1.220472440944882
+99,381,343,38,0,3,0.7264957264957265,1.1452991452991452
--- 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_4_0s_ttl/details.csv
+++ b/experiments/No_Refresh_4_0s_ttl/details.csv
@@ -1,101 +1,100 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,113,90,23,0,1,79.65,1.6460176991150441
-2,127,103,24,0,1,81.1,1.4566929133858268
-3,119,95,24,0,1,79.83,1.588235294117647
-4,365,337,28,0,3,92.33,1.7808219178082192
-5,257,229,28,0,2,89.11,1.7704280155642023
-6,591,562,29,0,5,95.09,1.9137055837563453
-7,482,453,29,0,4,93.98,1.7738589211618256
-8,129,106,23,0,1,82.17,1.7596899224806202
-9,131,105,26,0,1,80.15,1.3206106870229009
-10,238,211,27,0,2,88.66,1.684873949579832
-11,135,110,25,0,1,81.48,1.6592592592592592
-12,855,826,29,0,7,96.61,2.024561403508772
-13,113,90,23,0,1,79.65,1.6194690265486726
-14,1330,1301,29,0,11,97.82,1.8406015037593986
-15,479,451,28,0,4,94.15,1.8246346555323592
-16,372,344,28,0,3,92.47,1.8629032258064515
-17,129,104,25,0,1,80.62,1.689922480620155
-18,118,94,24,0,1,79.66,1.6016949152542372
-19,226,200,26,0,2,88.5,1.8185840707964602
-20,117,93,24,0,1,79.49,1.6666666666666667
-21,672,643,29,0,6,95.68,1.9345238095238095
-22,527,498,29,0,4,94.5,1.8444022770398483
-23,132,107,25,0,1,81.06,1.5757575757575757
-24,111,87,24,0,1,78.38,1.4594594594594594
-25,107,82,25,0,1,76.64,1.7289719626168225
-26,106,81,25,0,1,76.42,1.509433962264151
-27,119,96,23,0,1,80.67,1.6722689075630253
-28,219,193,26,0,2,88.13,1.82648401826484
-29,253,225,28,0,2,88.93,1.841897233201581
-30,114,89,25,0,1,78.07,1.5614035087719298
-31,218,190,28,0,2,87.16,1.9220183486238531
-32,117,92,25,0,1,78.63,1.5042735042735043
-33,120,96,24,0,1,80.0,1.6833333333333333
-34,376,348,28,0,3,92.55,1.7207446808510638
-35,1366,1336,30,0,12,97.8,1.9546120058565153
-36,238,211,27,0,2,88.66,1.7941176470588236
-37,118,94,24,0,1,79.66,1.7118644067796611
-38,704,675,29,0,6,95.88,1.9630681818181819
-39,112,89,23,0,1,79.46,1.6607142857142858
-40,123,100,23,0,1,81.3,1.6910569105691058
-41,122,98,24,0,1,80.33,1.721311475409836
-42,336,308,28,0,3,91.67,1.9285714285714286
-43,814,785,29,0,7,96.44,1.8636363636363635
-44,358,331,27,0,3,92.46,1.8463687150837989
-45,115,91,24,0,1,79.13,1.626086956521739
-46,112,88,24,0,1,78.57,1.4642857142857142
-47,122,98,24,0,1,80.33,1.6557377049180328
-48,113,90,23,0,1,79.65,1.4867256637168142
-49,1108,1079,29,0,9,97.38,1.9747292418772564
-50,118,92,26,0,1,77.97,1.5423728813559323
-51,115,92,23,0,1,80.0,1.5913043478260869
-52,120,95,25,0,1,79.17,1.3666666666666667
-53,338,310,28,0,3,91.72,1.7751479289940828
-54,236,209,27,0,2,88.56,1.8008474576271187
-55,115,92,23,0,1,80.0,1.4608695652173913
-56,123,99,24,0,1,80.49,1.6504065040650406
-57,133,109,24,0,1,81.95,1.7067669172932332
-58,255,228,27,0,2,89.41,1.6745098039215687
-59,100,77,23,0,1,77.0,1.37
-60,133,107,26,0,1,80.45,1.3759398496240602
-61,147,121,26,0,1,82.31,1.619047619047619
-62,130,105,25,0,1,80.77,1.7461538461538462
-63,551,522,29,0,5,94.74,1.7568058076225046
-64,155,130,25,0,1,83.87,1.5806451612903225
-65,251,223,28,0,2,88.84,1.7091633466135459
-66,102,79,23,0,1,77.45,1.4313725490196079
-67,353,325,28,0,3,92.07,1.7705382436260624
-68,245,218,27,0,2,88.98,1.616326530612245
-69,1245,1216,29,0,11,97.67,1.8441767068273092
-70,234,207,27,0,2,88.46,1.6581196581196582
-71,130,106,24,0,1,81.54,1.5
-72,104,80,24,0,1,76.92,1.4807692307692308
-73,112,89,23,0,1,79.46,1.4375
-74,103,80,23,0,1,77.67,1.4077669902912622
-75,19833,19803,30,0,166,99.85,1.58624514697726
-76,134,109,25,0,1,81.34,1.3955223880597014
-77,129,105,24,0,1,81.4,1.6356589147286822
-78,104,81,23,0,1,77.88,1.3269230769230769
-79,139,116,23,0,1,83.45,1.669064748201439
-80,113,89,24,0,1,78.76,1.654867256637168
-81,115,91,24,0,1,79.13,1.5565217391304347
-82,120,95,25,0,1,79.17,1.75
-83,106,83,23,0,1,78.3,1.5943396226415094
-84,106,82,24,0,1,77.36,1.7075471698113207
-85,242,215,27,0,2,88.84,1.756198347107438
-86,102,79,23,0,1,77.45,1.5588235294117647
-87,100,78,22,0,1,78.0,1.38
-88,125,101,24,0,1,80.8,1.504
-89,129,104,25,0,1,80.62,1.682170542635659
-90,100,75,25,0,1,75.0,1.46
-91,243,216,27,0,2,88.89,1.6584362139917694
-92,121,97,24,0,1,80.17,1.4545454545454546
-93,377,349,28,0,3,92.57,1.8249336870026525
-94,114,90,24,0,1,78.95,1.5
-95,135,110,25,0,1,81.48,1.8148148148148149
-96,112,89,23,0,1,79.46,1.5178571428571428
-97,124,101,23,0,1,81.45,1.6129032258064515
-98,1582,1552,30,0,13,98.1,1.9835651074589127
-99,2247,2217,30,0,19,98.66,1.9554962171784602
-100,119,94,25,0,1,78.99,1.4873949579831933
+1,113,90,23,0,1,0.8110236220472441,1.4566929133858268
+2,127,103,24,0,1,0.7983193277310925,1.588235294117647
+3,119,95,24,0,1,0.9232876712328767,1.7808219178082192
+4,365,337,28,0,3,0.8910505836575876,1.7704280155642023
+5,257,229,28,0,2,0.9509306260575296,1.9137055837563453
+6,591,562,29,0,5,0.9398340248962656,1.7738589211618256
+7,482,453,29,0,4,0.8217054263565892,1.7596899224806202
+8,129,106,23,0,1,0.8015267175572519,1.3206106870229009
+9,131,105,26,0,1,0.8865546218487395,1.684873949579832
+10,238,211,27,0,2,0.8148148148148148,1.6592592592592592
+11,135,110,25,0,1,0.9660818713450292,2.024561403508772
+12,855,826,29,0,7,0.7964601769911505,1.6194690265486726
+13,113,90,23,0,1,0.9781954887218045,1.8406015037593986
+14,1330,1301,29,0,11,0.941544885177453,1.8246346555323592
+15,479,451,28,0,4,0.9247311827956989,1.8629032258064515
+16,372,344,28,0,3,0.8062015503875969,1.689922480620155
+17,129,104,25,0,1,0.7966101694915254,1.6016949152542372
+18,118,94,24,0,1,0.8849557522123894,1.8185840707964602
+19,226,200,26,0,2,0.7948717948717948,1.6666666666666667
+20,117,93,24,0,1,0.9568452380952381,1.9345238095238095
+21,672,643,29,0,6,0.9449715370018975,1.8444022770398483
+22,527,498,29,0,4,0.8106060606060606,1.5757575757575757
+23,132,107,25,0,1,0.7837837837837838,1.4594594594594594
+24,111,87,24,0,1,0.7663551401869159,1.7289719626168225
+25,107,82,25,0,1,0.7641509433962265,1.509433962264151
+26,106,81,25,0,1,0.8067226890756303,1.6722689075630253
+27,119,96,23,0,1,0.8812785388127854,1.82648401826484
+28,219,193,26,0,2,0.8893280632411067,1.841897233201581
+29,253,225,28,0,2,0.7807017543859649,1.5614035087719298
+30,114,89,25,0,1,0.8715596330275229,1.9220183486238531
+31,218,190,28,0,2,0.7863247863247863,1.5042735042735043
+32,117,92,25,0,1,0.8,1.6833333333333333
+33,120,96,24,0,1,0.925531914893617,1.7207446808510638
+34,376,348,28,0,3,0.9780380673499268,1.9546120058565153
+35,1366,1336,30,0,12,0.8865546218487395,1.7941176470588236
+36,238,211,27,0,2,0.7966101694915254,1.7118644067796611
+37,118,94,24,0,1,0.9588068181818182,1.9630681818181819
+38,704,675,29,0,6,0.7946428571428571,1.6607142857142858
+39,112,89,23,0,1,0.8130081300813008,1.6910569105691058
+40,123,100,23,0,1,0.8032786885245902,1.721311475409836
+41,122,98,24,0,1,0.9166666666666666,1.9285714285714286
+42,336,308,28,0,3,0.9643734643734644,1.8636363636363635
+43,814,785,29,0,7,0.9245810055865922,1.8463687150837989
+44,358,331,27,0,3,0.7913043478260869,1.626086956521739
+45,115,91,24,0,1,0.7857142857142857,1.4642857142857142
+46,112,88,24,0,1,0.8032786885245902,1.6557377049180328
+47,122,98,24,0,1,0.7964601769911505,1.4867256637168142
+48,113,90,23,0,1,0.973826714801444,1.9747292418772564
+49,1108,1079,29,0,9,0.7796610169491526,1.5423728813559323
+50,118,92,26,0,1,0.8,1.5913043478260869
+51,115,92,23,0,1,0.7916666666666666,1.3666666666666667
+52,120,95,25,0,1,0.9171597633136095,1.7751479289940828
+53,338,310,28,0,3,0.885593220338983,1.8008474576271187
+54,236,209,27,0,2,0.8,1.4608695652173913
+55,115,92,23,0,1,0.8048780487804879,1.6504065040650406
+56,123,99,24,0,1,0.8195488721804511,1.7067669172932332
+57,133,109,24,0,1,0.8941176470588236,1.6745098039215687
+58,255,228,27,0,2,0.77,1.37
+59,100,77,23,0,1,0.8045112781954887,1.3759398496240602
+60,133,107,26,0,1,0.8231292517006803,1.619047619047619
+61,147,121,26,0,1,0.8076923076923077,1.7461538461538462
+62,130,105,25,0,1,0.9473684210526315,1.7568058076225046
+63,551,522,29,0,5,0.8387096774193549,1.5806451612903225
+64,155,130,25,0,1,0.8884462151394422,1.7091633466135459
+65,251,223,28,0,2,0.7745098039215687,1.4313725490196079
+66,102,79,23,0,1,0.9206798866855525,1.7705382436260624
+67,353,325,28,0,3,0.889795918367347,1.616326530612245
+68,245,218,27,0,2,0.976706827309237,1.8441767068273092
+69,1245,1216,29,0,11,0.8846153846153846,1.6581196581196582
+70,234,207,27,0,2,0.8153846153846154,1.5
+71,130,106,24,0,1,0.7692307692307693,1.4807692307692308
+72,104,80,24,0,1,0.7946428571428571,1.4375
+73,112,89,23,0,1,0.7766990291262136,1.4077669902912622
+74,103,80,23,0,1,0.9984873695356224,1.58624514697726
+75,19833,19803,30,0,166,0.8134328358208955,1.3955223880597014
+76,134,109,25,0,1,0.813953488372093,1.6356589147286822
+77,129,105,24,0,1,0.7788461538461539,1.3269230769230769
+78,104,81,23,0,1,0.8345323741007195,1.669064748201439
+79,139,116,23,0,1,0.7876106194690266,1.654867256637168
+80,113,89,24,0,1,0.7913043478260869,1.5565217391304347
+81,115,91,24,0,1,0.7916666666666666,1.75
+82,120,95,25,0,1,0.7830188679245284,1.5943396226415094
+83,106,83,23,0,1,0.7735849056603774,1.7075471698113207
+84,106,82,24,0,1,0.8884297520661157,1.756198347107438
+85,242,215,27,0,2,0.7745098039215687,1.5588235294117647
+86,102,79,23,0,1,0.78,1.38
+87,100,78,22,0,1,0.808,1.504
+88,125,101,24,0,1,0.8062015503875969,1.682170542635659
+89,129,104,25,0,1,0.75,1.46
+90,100,75,25,0,1,0.8888888888888888,1.6584362139917694
+91,243,216,27,0,2,0.8016528925619835,1.4545454545454546
+92,121,97,24,0,1,0.9257294429708223,1.8249336870026525
+93,377,349,28,0,3,0.7894736842105263,1.5
+94,114,90,24,0,1,0.8148148148148148,1.8148148148148149
+95,135,110,25,0,1,0.7946428571428571,1.5178571428571428
+96,112,89,23,0,1,0.8145161290322581,1.6129032258064515
+97,124,101,23,0,1,0.9810366624525917,1.9835651074589127
+98,1582,1552,30,0,13,0.986648865153538,1.9554962171784602
+99,2247,2217,30,0,19,0.7899159663865546,1.4873949579831933
--- 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_5_0s_ttl/details.csv
+++ b/experiments/No_Refresh_5_0s_ttl/details.csv
@@ -1,101 +1,100 @@
 obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
-1,136,113,23,0,1,83.09,2.0808823529411766
-2,139,117,22,0,1,84.17,2.1870503597122304
-3,151,127,24,0,1,84.11,1.8344370860927153
-4,385,360,25,0,3,93.51,2.412987012987013
-5,135,112,23,0,1,82.96,1.8
-6,130,107,23,0,1,82.31,1.823076923076923
-7,129,107,22,0,1,82.95,2.1782945736434107
-8,133,110,23,0,1,82.71,2.075187969924812
-9,132,110,22,0,1,83.33,2.1136363636363638
-10,113,92,21,0,1,81.42,2.0707964601769913
-11,278,253,25,0,2,91.01,2.0755395683453237
-12,126,103,23,0,1,81.75,2.007936507936508
-13,128,105,23,0,1,82.03,2.109375
-14,147,126,21,0,1,85.71,2.183673469387755
-15,137,113,24,0,1,82.48,2.0072992700729926
-16,123,100,23,0,1,81.3,1.8048780487804879
-17,239,215,24,0,2,89.96,2.2677824267782425
-18,135,113,22,0,1,83.7,2.1481481481481484
-19,124,102,22,0,1,82.26,2.161290322580645
-20,264,239,25,0,2,90.53,2.242424242424242
-21,124,101,23,0,1,81.45,2.1129032258064515
-22,277,252,25,0,2,90.97,1.963898916967509
-23,127,105,22,0,1,82.68,2.0078740157480315
-24,2113,2086,27,0,16,98.72,2.4557501183151915
-25,271,247,24,0,2,91.14,2.2287822878228782
-26,126,104,22,0,1,82.54,1.8571428571428572
-27,160,137,23,0,1,85.62,2.3375
-28,122,99,23,0,1,81.15,2.0737704918032787
-29,768,742,26,0,6,96.61,2.5247395833333335
-30,267,243,24,0,2,91.01,2.4644194756554305
-31,260,236,24,0,2,90.77,2.326923076923077
-32,127,105,22,0,1,82.68,1.9448818897637796
-33,131,109,22,0,1,83.21,1.8931297709923665
-34,135,111,24,0,1,82.22,2.037037037037037
-35,378,353,25,0,3,93.39,2.328042328042328
-36,408,382,26,0,3,93.63,2.2205882352941178
-37,121,98,23,0,1,80.99,2.024793388429752
-38,139,116,23,0,1,83.45,2.028776978417266
-39,279,254,25,0,2,91.04,2.3512544802867383
-40,580,554,26,0,4,95.52,2.360344827586207
-41,276,251,25,0,2,90.94,2.25
-42,131,111,20,0,1,84.73,2.1374045801526718
-43,385,360,25,0,3,93.51,2.3766233766233764
-44,690,664,26,0,5,96.23,2.294202898550725
-45,139,116,23,0,1,83.45,2.014388489208633
-46,1010,983,27,0,7,97.33,2.488118811881188
-47,261,237,24,0,2,90.8,2.256704980842912
-48,158,134,24,0,1,84.81,2.2025316455696204
-49,121,100,21,0,1,82.64,2.0661157024793386
-50,125,103,22,0,1,82.4,2.208
-51,154,131,23,0,1,85.06,2.0259740259740258
-52,126,103,23,0,1,81.75,2.0952380952380953
-53,141,118,23,0,1,83.69,2.00709219858156
-54,153,130,23,0,1,84.97,2.111111111111111
-55,131,109,22,0,1,83.21,2.16793893129771
-56,409,383,26,0,3,93.64,2.3056234718826407
-57,132,110,22,0,1,83.33,1.9166666666666667
-58,415,390,25,0,3,93.98,2.2409638554216866
-59,141,118,23,0,1,83.69,1.8794326241134751
-60,152,128,24,0,1,84.21,2.1052631578947367
-61,123,100,23,0,1,81.3,1.9024390243902438
-62,240,216,24,0,2,90.0,2.225
-63,132,110,22,0,1,83.33,1.9393939393939394
-64,133,110,23,0,1,82.71,2.045112781954887
-65,302,276,26,0,2,91.39,2.218543046357616
-66,127,105,22,0,1,82.68,1.937007874015748
-67,134,111,23,0,1,82.84,2.1940298507462686
-68,100,78,22,0,1,78.0,2.08
-69,151,128,23,0,1,84.77,2.2980132450331126
-70,133,109,24,0,1,81.95,1.9548872180451127
-71,139,117,22,0,1,84.17,2.2014388489208634
-72,108,86,22,0,1,79.63,1.9259259259259258
-73,140,116,24,0,1,82.86,1.9
-74,157,133,24,0,1,84.71,2.1656050955414012
-75,133,110,23,0,1,82.71,2.2706766917293235
-76,132,110,22,0,1,83.33,2.121212121212121
-77,380,354,26,0,3,93.16,2.471052631578947
-78,139,118,21,0,1,84.89,2.035971223021583
-79,145,122,23,0,1,84.14,2.0827586206896553
-80,259,234,25,0,2,90.35,2.2664092664092665
-81,31960,31933,27,0,241,99.92,2.046589486858573
-82,380,355,25,0,3,93.42,2.305263157894737
-83,126,104,22,0,1,82.54,1.8968253968253967
-84,135,113,22,0,1,83.7,2.140740740740741
-85,249,224,25,0,2,89.96,2.3293172690763053
-86,519,493,26,0,4,94.99,2.250481695568401
-87,413,387,26,0,3,93.7,2.1598062953995156
-88,271,246,25,0,2,90.77,2.1549815498154983
-89,2027,2000,27,0,15,98.67,2.3739516526887026
-90,129,107,22,0,1,82.95,2.062015503875969
-91,406,381,25,0,3,93.84,2.2610837438423643
-92,139,115,24,0,1,82.73,2.172661870503597
-93,677,651,26,0,5,96.16,2.3943870014771047
-94,136,113,23,0,1,83.09,1.9779411764705883
-95,152,128,24,0,1,84.21,2.210526315789474
-96,904,877,27,0,7,97.01,2.424778761061947
-97,392,366,26,0,3,93.37,2.326530612244898
-98,136,114,22,0,1,83.82,2.1838235294117645
-99,243,219,24,0,2,90.12,2.1893004115226335
-100,272,247,25,0,2,90.81,2.1654411764705883
+1,136,113,23,0,1,0.841726618705036,2.1870503597122304
+2,139,117,22,0,1,0.8410596026490066,1.8344370860927153
+3,151,127,24,0,1,0.935064935064935,2.412987012987013
+4,385,360,25,0,3,0.8296296296296296,1.8
+5,135,112,23,0,1,0.823076923076923,1.823076923076923
+6,130,107,23,0,1,0.8294573643410853,2.1782945736434107
+7,129,107,22,0,1,0.8270676691729323,2.075187969924812
+8,133,110,23,0,1,0.8333333333333334,2.1136363636363638
+9,132,110,22,0,1,0.8141592920353983,2.0707964601769913
+10,113,92,21,0,1,0.9100719424460432,2.0755395683453237
+11,278,253,25,0,2,0.8174603174603174,2.007936507936508
+12,126,103,23,0,1,0.8203125,2.109375
+13,128,105,23,0,1,0.8571428571428571,2.183673469387755
+14,147,126,21,0,1,0.8248175182481752,2.0072992700729926
+15,137,113,24,0,1,0.8130081300813008,1.8048780487804879
+16,123,100,23,0,1,0.899581589958159,2.2677824267782425
+17,239,215,24,0,2,0.837037037037037,2.1481481481481484
+18,135,113,22,0,1,0.8225806451612904,2.161290322580645
+19,124,102,22,0,1,0.9053030303030303,2.242424242424242
+20,264,239,25,0,2,0.8145161290322581,2.1129032258064515
+21,124,101,23,0,1,0.9097472924187726,1.963898916967509
+22,277,252,25,0,2,0.8267716535433071,2.0078740157480315
+23,127,105,22,0,1,0.987221959299574,2.4557501183151915
+24,2113,2086,27,0,16,0.9114391143911439,2.2287822878228782
+25,271,247,24,0,2,0.8253968253968254,1.8571428571428572
+26,126,104,22,0,1,0.85625,2.3375
+27,160,137,23,0,1,0.8114754098360656,2.0737704918032787
+28,122,99,23,0,1,0.9661458333333334,2.5247395833333335
+29,768,742,26,0,6,0.9101123595505618,2.4644194756554305
+30,267,243,24,0,2,0.9076923076923077,2.326923076923077
+31,260,236,24,0,2,0.8267716535433071,1.9448818897637796
+32,127,105,22,0,1,0.8320610687022901,1.8931297709923665
+33,131,109,22,0,1,0.8222222222222222,2.037037037037037
+34,135,111,24,0,1,0.9338624338624338,2.328042328042328
+35,378,353,25,0,3,0.9362745098039216,2.2205882352941178
+36,408,382,26,0,3,0.8099173553719008,2.024793388429752
+37,121,98,23,0,1,0.8345323741007195,2.028776978417266
+38,139,116,23,0,1,0.910394265232975,2.3512544802867383
+39,279,254,25,0,2,0.9551724137931035,2.360344827586207
+40,580,554,26,0,4,0.9094202898550725,2.25
+41,276,251,25,0,2,0.8473282442748091,2.1374045801526718
+42,131,111,20,0,1,0.935064935064935,2.3766233766233764
+43,385,360,25,0,3,0.9623188405797102,2.294202898550725
+44,690,664,26,0,5,0.8345323741007195,2.014388489208633
+45,139,116,23,0,1,0.9732673267326732,2.488118811881188
+46,1010,983,27,0,7,0.9080459770114943,2.256704980842912
+47,261,237,24,0,2,0.8481012658227848,2.2025316455696204
+48,158,134,24,0,1,0.8264462809917356,2.0661157024793386
+49,121,100,21,0,1,0.824,2.208
+50,125,103,22,0,1,0.8506493506493507,2.0259740259740258
+51,154,131,23,0,1,0.8174603174603174,2.0952380952380953
+52,126,103,23,0,1,0.8368794326241135,2.00709219858156
+53,141,118,23,0,1,0.8496732026143791,2.111111111111111
+54,153,130,23,0,1,0.8320610687022901,2.16793893129771
+55,131,109,22,0,1,0.9364303178484108,2.3056234718826407
+56,409,383,26,0,3,0.8333333333333334,1.9166666666666667
+57,132,110,22,0,1,0.9397590361445783,2.2409638554216866
+58,415,390,25,0,3,0.8368794326241135,1.8794326241134751
+59,141,118,23,0,1,0.8421052631578947,2.1052631578947367
+60,152,128,24,0,1,0.8130081300813008,1.9024390243902438
+61,123,100,23,0,1,0.9,2.225
+62,240,216,24,0,2,0.8333333333333334,1.9393939393939394
+63,132,110,22,0,1,0.8270676691729323,2.045112781954887
+64,133,110,23,0,1,0.9139072847682119,2.218543046357616
+65,302,276,26,0,2,0.8267716535433071,1.937007874015748
+66,127,105,22,0,1,0.8283582089552238,2.1940298507462686
+67,134,111,23,0,1,0.78,2.08
+68,100,78,22,0,1,0.847682119205298,2.2980132450331126
+69,151,128,23,0,1,0.8195488721804511,1.9548872180451127
+70,133,109,24,0,1,0.841726618705036,2.2014388489208634
+71,139,117,22,0,1,0.7962962962962963,1.9259259259259258
+72,108,86,22,0,1,0.8285714285714286,1.9
+73,140,116,24,0,1,0.8471337579617835,2.1656050955414012
+74,157,133,24,0,1,0.8270676691729323,2.2706766917293235
+75,133,110,23,0,1,0.8333333333333334,2.121212121212121
+76,132,110,22,0,1,0.9315789473684211,2.471052631578947
+77,380,354,26,0,3,0.8489208633093526,2.035971223021583
+78,139,118,21,0,1,0.8413793103448276,2.0827586206896553
+79,145,122,23,0,1,0.9034749034749034,2.2664092664092665
+80,259,234,25,0,2,0.9991551939924906,2.046589486858573
+81,31960,31933,27,0,241,0.9342105263157895,2.305263157894737
+82,380,355,25,0,3,0.8253968253968254,1.8968253968253967
+83,126,104,22,0,1,0.837037037037037,2.140740740740741
+84,135,113,22,0,1,0.8995983935742972,2.3293172690763053
+85,249,224,25,0,2,0.9499036608863198,2.250481695568401
+86,519,493,26,0,4,0.937046004842615,2.1598062953995156
+87,413,387,26,0,3,0.9077490774907749,2.1549815498154983
+88,271,246,25,0,2,0.986679822397632,2.3739516526887026
+89,2027,2000,27,0,15,0.8294573643410853,2.062015503875969
+90,129,107,22,0,1,0.9384236453201971,2.2610837438423643
+91,406,381,25,0,3,0.8273381294964028,2.172661870503597
+92,139,115,24,0,1,0.9615952732644018,2.3943870014771047
+93,677,651,26,0,5,0.8308823529411765,1.9779411764705883
+94,136,113,23,0,1,0.8421052631578947,2.210526315789474
+95,152,128,24,0,1,0.9701327433628318,2.424778761061947
+96,904,877,27,0,7,0.9336734693877551,2.326530612244898
+97,392,366,26,0,3,0.8382352941176471,2.1838235294117645
+98,136,114,22,0,1,0.9012345679012346,2.1893004115226335
+99,243,219,24,0,2,0.9080882352941176,2.1654411764705883
--- 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/multi_aoi_cache_simulation.ipynb
+++ b/multi_aoi_cache_simulation.ipynb