6e8a742705
Introduce a new simulation for Age of Information (AoI) cache management, focusing on varying TTL values and eviction strategies (LRU and Random Eviction). This includes: - New Python script for event-driven cache simulations using . - Experiments for "No Refresh" across multiple TTL configurations (, , ..., ) with: - Hit rate and object age tracking (, , etc.). - Visualizations (e.g., , ). - Updated to describe experimental setup and configurations. - Log export file () for simulation results. - Refactor of with detailed strategy configurations and runtime notes. ### Reason The commit enhances the project by enabling detailed experiments with configurable cache parameters, supporting analysis of cache efficiency and AoI under varying conditions. This provides a foundation for more sophisticated simulations and insights. ### Performance - Runtime: ~4m 29s for . Co-authored experiments introduce structured data files and visualizations, improving clarity for future iterations. Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
101 lines
4.0 KiB
CSV
101 lines
4.0 KiB
CSV
,access_count,hits,misses,mu,lambda,hit_rate
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1,1053,968,85,2.7571868901824006,1,68.51
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2,362,248,114,7.502069037353548,3,90.93
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3,1047,952,95,3.526951261967702,1,98.1
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4,1107,1086,21,1.2188436978830846,1,78.25
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5,538,421,117,6.80925066316451,2,92.7
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6,1124,1042,82,2.5939961146634403,1,55.61
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7,205,114,91,9.464127259176228,5,85.77
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8,1075,922,153,9.585357193023286,1,86.16
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9,1084,934,150,9.233779511984036,1,89.6
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10,1106,991,115,4.331428302298999,1,95.9
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11,536,514,22,1.1391095487598069,2,85.53
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12,1009,863,146,9.354867063289529,1,88.57
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13,1076,953,123,4.8536573348558285,1,86.6
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14,1097,950,147,9.699893371393026,1,76.43
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15,543,415,128,9.672579793803276,2,76.4
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16,517,395,122,8.677085099206241,2,90.62
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17,1087,985,102,3.6500400286262713,1,89.63
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18,1090,977,113,4.465879557417328,1,72.41
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19,377,273,104,8.660230043651712,3,90.34
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20,1128,1019,109,3.852298046406499,1,93.49
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21,1137,1063,74,2.5254347201748324,1,87.43
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22,1042,911,131,6.0112113621251515,1,86.9
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23,1137,988,149,9.425392967447028,1,77.88
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24,547,426,121,7.264268170074757,2,88.12
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25,1027,905,122,6.1305505308042845,1,95.64
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26,1054,1008,46,1.8745884439369167,1,87.89
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27,1140,1002,138,6.535065040292528,1,53.92
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28,204,110,94,9.91048465093837,5,94.17
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29,1080,1017,63,2.260756137128716,1,89.02
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30,1138,1013,125,5.664966871273631,1,86.26
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31,1048,904,144,8.8963576473516,1,64.55
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32,268,173,95,7.66691755978784,4,86.83
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33,1071,930,141,7.273141668957412,1,62.7
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34,252,158,94,7.322356755883983,4,90.78
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35,1085,985,100,4.2354203609777965,1,91.22
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36,1059,966,93,3.64232659838044,1,87.16
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37,1067,930,137,8.284250399306622,1,69.41
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38,353,245,108,8.291020552112627,3,43.75
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39,128,56,72,8.803650867220934,8,86.82
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40,1077,935,142,9.219164973008242,1,65.84
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41,281,185,96,5.60208158974844,4,63.97
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42,247,158,89,5.513646652184796,4,78.62
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43,594,467,127,8.184656610700976,2,88.03
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44,1145,1008,137,6.849675376999887,1,88.24
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45,1131,998,133,7.31770189531933,1,86.75
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46,1087,943,144,8.16213402492491,1,46.15
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47,130,60,70,9.010048076358096,10,90.53
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48,1067,966,101,4.041956411663822,1,89.66
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49,1102,988,114,4.380246573759496,1,95.39
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50,1106,1055,51,1.845837458567821,1,57.4
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51,223,128,95,6.204521268965566,5,89.08
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52,119,106,13,1.3234804641706788,9,88.1
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53,1101,970,131,5.190382163192141,1,87.69
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54,1064,933,131,5.883801712368189,1,89.78
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55,1067,958,109,3.5788712691545594,1,88.12
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56,1094,964,130,6.317499345121097,1,97.01
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57,1038,1007,31,1.2745022494514449,1,67.12
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58,73,49,24,1.3361336987429298,17,77.12
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59,555,428,127,8.403405045936925,2,89.38
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60,1073,959,114,4.241715772701366,1,36.0
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61,50,18,32,2.143544613866963,26,87.54
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62,1027,899,128,5.700189340493239,1,86.95
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63,1050,913,137,7.9299419778874976,1,85.48
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64,544,465,79,2.9423892474715885,2,88.14
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65,1071,944,127,6.606014282371002,1,73.28
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66,116,85,31,1.768127184943912,10,96.89
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67,1094,1060,34,1.4651354905174694,1,20.0
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68,10,2,8,5.782191684113332,69,88.47
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69,1110,982,128,5.865716094490959,1,87.52
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70,1026,898,128,6.736869113483859,1,78.7
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71,554,436,118,7.534822003503954,2,87.38
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72,1125,983,142,9.782668715162812,1,88.33
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73,1088,961,127,5.646703134710758,1,90.57
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74,1082,980,102,3.9066082564712135,1,71.39
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75,346,247,99,8.156675752918332,3,82.14
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76,515,423,92,3.437490261358668,2,80.9
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77,602,487,115,4.950742786350725,2,89.05
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78,347,309,38,1.7061074320803935,3,69.09
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79,55,38,17,1.2281566907391177,15,85.73
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80,1093,937,156,9.663835732101326,1,85.45
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81,1010,863,147,8.523821084609853,1,55.03
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82,189,104,85,7.263767854843282,5,82.06
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83,602,494,108,4.680576499728429,2,92.34
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84,1044,964,80,2.559648880637612,1,93.88
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85,1078,1012,66,2.4079333840397745,1,83.67
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86,539,451,88,3.252186083481358,2,87.74
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87,1028,902,126,5.943039982355084,1,77.05
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88,549,423,126,7.431363304300561,2,87.84
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89,1069,939,130,6.941776390459581,1,91.73
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90,1113,1021,92,3.5194050725134858,1,76.14
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91,528,402,126,9.593787525968747,2,76.1
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92,544,414,130,7.641072250261916,2,70.49
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93,349,246,103,5.989186472602606,3,88.21
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94,1077,950,127,6.5054867161091705,1,79.77
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95,519,414,105,4.776400561850109,2,90.72
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96,1035,939,96,3.229578905510417,1,90.06
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97,1066,960,106,4.2037541078613545,1,27.59
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98,29,8,21,7.820614994179322,37,92.96
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99,270,251,19,1.1295413976678028,4,88.95
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