From 9347ece041656de78bc9a63131039912b8c0ac4f Mon Sep 17 00:00:00 2001 From: Tuan-Dat Tran Date: Thu, 28 Nov 2024 16:13:37 +0100 Subject: [PATCH] feat(simulation): Ran simulation with 10000 Signed-off-by: Tuan-Dat Tran --- experiments/No_Refresh_0_5s_ttl/details.csv | 200 +++++++++--------- experiments/No_Refresh_0_5s_ttl/hit_age.csv | 200 +++++++++--------- .../lambda_distribution.pdf | Bin 11740 -> 11740 bytes .../lambda_vs_access_count.pdf | Bin 12443 -> 12481 bytes .../objects_in_cache_over_time.pdf | Bin 21217 -> 71664 bytes .../No_Refresh_0_5s_ttl/overall_hit_age.csv | 14 +- experiments/No_Refresh_1_0s_ttl/details.csv | 200 +++++++++--------- experiments/No_Refresh_1_0s_ttl/hit_age.csv | 200 +++++++++--------- .../lambda_distribution.pdf | Bin 11995 -> 11409 bytes .../lambda_vs_access_count.pdf | Bin 11828 -> 12137 bytes .../objects_in_cache_over_time.pdf | Bin 21544 -> 72789 bytes .../No_Refresh_1_0s_ttl/overall_hit_age.csv | 14 +- experiments/No_Refresh_2_0s_ttl/details.csv | 200 +++++++++--------- experiments/No_Refresh_2_0s_ttl/hit_age.csv | 200 +++++++++--------- .../lambda_distribution.pdf | Bin 11764 -> 11710 bytes .../lambda_vs_access_count.pdf | Bin 11225 -> 12397 bytes .../objects_in_cache_over_time.pdf | Bin 20624 -> 69094 bytes .../No_Refresh_2_0s_ttl/overall_hit_age.csv | 14 +- experiments/No_Refresh_3_0s_ttl/details.csv | 200 +++++++++--------- experiments/No_Refresh_3_0s_ttl/hit_age.csv | 200 +++++++++--------- .../lambda_distribution.pdf | Bin 11449 -> 11675 bytes .../lambda_vs_access_count.pdf | Bin 11018 -> 11854 bytes .../objects_in_cache_over_time.pdf | Bin 20528 -> 68530 bytes .../No_Refresh_3_0s_ttl/overall_hit_age.csv | 14 +- experiments/No_Refresh_4_0s_ttl/details.csv | 200 +++++++++--------- experiments/No_Refresh_4_0s_ttl/hit_age.csv | 200 +++++++++--------- .../lambda_distribution.pdf | Bin 12107 -> 10966 bytes .../lambda_vs_access_count.pdf | Bin 11905 -> 11596 bytes .../objects_in_cache_over_time.pdf | Bin 19352 -> 68799 bytes .../No_Refresh_4_0s_ttl/overall_hit_age.csv | 14 +- experiments/No_Refresh_5_0s_ttl/details.csv | 200 +++++++++--------- experiments/No_Refresh_5_0s_ttl/hit_age.csv | 200 +++++++++--------- .../lambda_distribution.pdf | Bin 11918 -> 11143 bytes .../lambda_vs_access_count.pdf | Bin 11783 -> 11660 bytes .../objects_in_cache_over_time.pdf | Bin 19980 -> 64335 bytes .../No_Refresh_5_0s_ttl/overall_hit_age.csv | 14 +- experiments/avg_ages.md | 12 +- experiments/hit_rates.md | 12 +- experiments/hr_and_age_vs_ttl.png | Bin 38840 -> 39132 bytes multi_aoi_cache_simulation.ipynb | 58 +---- 40 files changed, 1257 insertions(+), 1309 deletions(-) diff --git a/experiments/No_Refresh_0_5s_ttl/details.csv b/experiments/No_Refresh_0_5s_ttl/details.csv index 8021818..2cec60a 100644 --- 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 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-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 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-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 diff --git a/experiments/No_Refresh_1_0s_ttl/details.csv b/experiments/No_Refresh_1_0s_ttl/details.csv index 9139f6b..930e81b 100644 --- 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 -2,1059,533,526,0,1,50.33,0.24834749763928235 -3,1114,579,535,0,1,51.97,0.2585278276481149 -4,3208,2416,792,0,3,75.31,0.38154613466334164 -5,1085,547,538,0,1,50.41,0.24792626728110598 -6,72758,71706,1052,0,68,98.55,0.4781329888122268 -7,5291,4397,894,0,5,83.1,0.4379134379134379 -8,2045,1354,691,0,2,66.21,0.3212713936430318 -9,1078,544,534,0,1,50.46,0.23840445269016697 -10,1068,541,527,0,1,50.66,0.25842696629213485 -11,1096,551,545,0,1,50.27,0.2527372262773723 -12,6409,5485,924,0,6,85.58,0.44874395381494775 -13,1052,528,524,0,1,50.19,0.2461977186311787 -14,1047,521,526,0,1,49.76,0.25501432664756446 -15,1067,534,533,0,1,50.05,0.24461105904404873 -16,1004,488,516,0,1,48.61,0.2300796812749004 -17,1034,511,523,0,1,49.42,0.26305609284332687 -18,2189,1476,713,0,2,67.43,0.33805390589310186 -19,1079,545,534,0,1,50.51,0.25301204819277107 -20,3251,2439,812,0,3,75.02,0.3888034450938173 -21,1035,504,531,0,1,48.7,0.24154589371980675 -22,106777,105720,1057,0,100,99.01,0.4812178652706107 -23,1052,524,528,0,1,49.81,0.2623574144486692 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a4713e0..b7b1ee7 100644 --- 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 -std,0.15132826274882488,0.019318631378919444 -min,0.483,0.46313799621928164 -25%,0.4998761674999377,0.48838831096845714 -50%,0.5103522325853262,0.5 -75%,0.7459501043980399,0.5153286948176583 -max,0.9901008644183672,0.5511669658886894 +mean,0.6330971683479719,0.49974051080586995 +std,0.16365629584245692,0.006763722459258895 +min,0.4910936411583242,0.4856198989506413 +25%,0.49964468351292296,0.49451411853391275 +50%,0.5058354367594788,0.4993496512853191 +75%,0.7496669293630757,0.5037716943011146 +max,0.9948197659324268,0.5178536200434011 diff --git a/experiments/No_Refresh_2_0s_ttl/details.csv b/experiments/No_Refresh_2_0s_ttl/details.csv index 153ca8e..b94cdd2 100644 --- 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 -2,1078,716,362,0,1,66.42,0.6781076066790352 -3,5386,4900,486,0,5,90.98,0.8821017452655031 -4,15013,14494,519,0,14,96.54,0.9555052288017052 -5,1042,689,353,0,1,66.12,0.6180422264875239 -6,3175,2719,456,0,3,85.64,0.8620472440944882 -7,1046,693,353,0,1,66.25,0.6759082217973231 -8,2109,1679,430,0,2,79.61,0.7652916073968705 -9,3328,2863,465,0,3,86.03,0.8572716346153846 -10,1105,752,353,0,1,68.05,0.6760180995475114 -11,2158,1730,428,0,2,80.17,0.7873030583873958 -12,1069,708,361,0,1,66.23,0.6557530402245089 -13,1076,713,363,0,1,66.26,0.6756505576208178 -14,1102,741,361,0,1,67.24,0.6542649727767695 -15,1054,703,351,0,1,66.7,0.6764705882352942 -16,1088,728,360,0,1,66.91,0.6387867647058824 -17,1103,739,364,0,1,67.0,0.6772438803263826 -18,1091,726,365,0,1,66.54,0.6269477543538039 -19,1065,712,353,0,1,66.85,0.6835680751173709 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