feat: add cache simulation with experiments for TTL and eviction strategies
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>
This commit is contained in:
100
experiments/No_Refresh_0_5s_ttl/details.csv
Normal file
100
experiments/No_Refresh_0_5s_ttl/details.csv
Normal file
@@ -0,0 +1,100 @@
|
||||
,access_count,hits,misses,mu,lambda,hit_rate
|
||||
1,664,224,440,0,1,10.38
|
||||
2,212,22,190,0,3,32.39
|
||||
3,673,218,455,0,1,34.6
|
||||
4,711,246,465,0,1,19.13
|
||||
5,345,66,279,0,2,31.74
|
||||
6,649,206,443,0,1,10.22
|
||||
7,137,14,123,0,5,32.45
|
||||
8,681,221,460,0,1,34.4
|
||||
9,689,237,452,0,1,34.18
|
||||
10,667,228,439,0,1,21.95
|
||||
11,328,72,256,0,2,34.97
|
||||
12,692,242,450,0,1,32.21
|
||||
13,683,220,463,0,1,33.62
|
||||
14,696,234,462,0,1,20.35
|
||||
15,344,70,274,0,2,18.4
|
||||
16,326,60,266,0,2,29.9
|
||||
17,689,206,483,0,1,32.85
|
||||
18,691,227,464,0,1,11.87
|
||||
19,219,26,193,0,3,34.84
|
||||
20,732,255,477,0,1,35.05
|
||||
21,739,259,480,0,1,34.55
|
||||
22,683,236,447,0,1,35.22
|
||||
23,670,236,434,0,1,19.94
|
||||
24,331,66,265,0,2,34.67
|
||||
25,724,251,473,0,1,32.08
|
||||
26,692,222,470,0,1,34.18
|
||||
27,705,241,464,0,1,8.76
|
||||
28,137,12,125,0,5,34.23
|
||||
29,672,230,442,0,1,31.7
|
||||
30,694,220,474,0,1,33.09
|
||||
31,674,223,451,0,1,9.03
|
||||
32,144,13,131,0,4,34.63
|
||||
33,670,232,438,0,1,7.09
|
||||
34,141,10,131,0,4,32.78
|
||||
35,659,216,443,0,1,32.27
|
||||
36,691,223,468,0,1,36.91
|
||||
37,737,272,465,0,1,14.16
|
||||
38,219,31,188,0,3,5.0
|
||||
39,100,5,95,0,8,32.77
|
||||
40,714,234,480,0,1,12.5
|
||||
41,184,23,161,0,4,7.45
|
||||
42,161,12,149,0,4,21.55
|
||||
43,362,78,284,0,2,32.61
|
||||
44,696,227,469,0,1,29.98
|
||||
45,627,188,439,0,1,32.56
|
||||
46,648,211,437,0,1,1.89
|
||||
47,53,1,52,0,10,31.51
|
||||
48,676,213,463,0,1,31.35
|
||||
49,638,200,438,0,1,32.69
|
||||
50,673,220,453,0,1,12.5
|
||||
51,128,16,112,0,5,3.53
|
||||
52,85,3,82,0,9,33.33
|
||||
53,747,249,498,0,1,33.0
|
||||
54,700,231,469,0,1,35.08
|
||||
55,687,241,446,0,1,37.5
|
||||
56,720,270,450,0,1,31.3
|
||||
57,690,216,474,0,1,0.0
|
||||
58,40,0,40,0,17,19.18
|
||||
59,318,61,257,0,2,31.31
|
||||
60,674,211,463,0,1,13.04
|
||||
61,23,3,20,0,26,35.22
|
||||
62,724,255,469,0,1,32.32
|
||||
63,628,203,425,0,1,24.93
|
||||
64,345,86,259,0,2,35.1
|
||||
65,681,239,442,0,1,4.11
|
||||
66,73,3,70,0,10,33.79
|
||||
67,651,220,431,0,1,0.0
|
||||
68,10,0,10,0,69,33.02
|
||||
69,636,210,426,0,1,32.77
|
||||
70,656,215,441,0,1,22.58
|
||||
71,372,84,288,0,2,33.48
|
||||
72,678,227,451,0,1,33.7
|
||||
73,638,215,423,0,1,33.28
|
||||
74,685,228,457,0,1,10.45
|
||||
75,201,21,180,0,3,20.35
|
||||
76,344,70,274,0,2,21.16
|
||||
77,345,73,272,0,2,17.24
|
||||
78,261,45,216,0,3,4.26
|
||||
79,47,2,45,0,15,33.79
|
||||
80,660,223,437,0,1,30.28
|
||||
81,634,192,442,0,1,5.84
|
||||
82,137,8,129,0,5,18.45
|
||||
83,309,57,252,0,2,34.11
|
||||
84,686,234,452,0,1,32.99
|
||||
85,682,225,457,0,1,19.25
|
||||
86,322,62,260,0,2,32.99
|
||||
87,676,223,453,0,1,20.92
|
||||
88,325,68,257,0,2,35.27
|
||||
89,689,243,446,0,1,32.95
|
||||
90,695,229,466,0,1,21.91
|
||||
91,324,71,253,0,2,20.47
|
||||
92,337,69,268,0,2,13.96
|
||||
93,222,31,191,0,3,31.78
|
||||
94,686,218,468,0,1,19.94
|
||||
95,351,70,281,0,2,33.89
|
||||
96,717,243,474,0,1,32.53
|
||||
97,664,216,448,0,1,0.0
|
||||
98,23,0,23,0,37,11.6
|
||||
99,181,21,160,0,4,22.85
|
||||
|
Reference in New Issue
Block a user