2024-11-13 12:00:18 +01:00
|
|
|
,access_count,hits,misses,mu,lambda,hit_rate
|
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>
2024-11-27 16:31:46 +01:00
|
|
|
1,664,550,114,0,1,58.49
|
|
|
|
|
2,212,124,88,0,3,83.21
|
|
|
|
|
3,673,560,113,0,1,84.11
|
|
|
|
|
4,711,598,113,0,1,72.17
|
|
|
|
|
5,345,249,96,0,2,82.43
|
|
|
|
|
6,649,535,114,0,1,50.36
|
|
|
|
|
7,137,69,68,0,5,83.41
|
|
|
|
|
8,681,568,113,0,1,83.74
|
|
|
|
|
9,689,577,112,0,1,82.91
|
|
|
|
|
10,667,553,114,0,1,71.34
|
|
|
|
|
11,328,234,94,0,2,83.67
|
|
|
|
|
12,692,579,113,0,1,83.46
|
|
|
|
|
13,683,570,113,0,1,83.48
|
|
|
|
|
14,696,581,115,0,1,70.64
|
|
|
|
|
15,344,243,101,0,2,71.78
|
|
|
|
|
16,326,234,92,0,2,83.45
|
|
|
|
|
17,689,575,114,0,1,83.65
|
|
|
|
|
18,691,578,113,0,1,62.56
|
|
|
|
|
19,219,137,82,0,3,84.29
|
|
|
|
|
20,732,617,115,0,1,84.44
|
|
|
|
|
21,739,624,115,0,1,83.31
|
|
|
|
|
22,683,569,114,0,1,83.13
|
|
|
|
|
23,670,557,113,0,1,71.3
|
|
|
|
|
24,331,236,95,0,2,83.84
|
|
|
|
|
25,724,607,117,0,1,83.38
|
|
|
|
|
26,692,577,115,0,1,83.69
|
|
|
|
|
27,705,590,115,0,1,48.18
|
|
|
|
|
28,137,66,71,0,5,83.04
|
|
|
|
|
29,672,558,114,0,1,83.43
|
|
|
|
|
30,694,579,115,0,1,83.23
|
|
|
|
|
31,674,561,113,0,1,51.39
|
|
|
|
|
32,144,74,70,0,4,83.13
|
|
|
|
|
33,670,557,113,0,1,48.94
|
|
|
|
|
34,141,69,72,0,4,83.0
|
|
|
|
|
35,659,547,112,0,1,83.36
|
|
|
|
|
36,691,576,115,0,1,84.67
|
|
|
|
|
37,737,624,113,0,1,62.56
|
|
|
|
|
38,219,137,82,0,3,41.0
|
|
|
|
|
39,100,41,59,0,8,83.61
|
|
|
|
|
40,714,597,117,0,1,55.98
|
|
|
|
|
41,184,103,81,0,4,57.14
|
|
|
|
|
42,161,92,69,0,4,73.76
|
|
|
|
|
43,362,267,95,0,2,83.91
|
|
|
|
|
44,696,584,112,0,1,82.46
|
|
|
|
|
45,627,517,110,0,1,82.72
|
|
|
|
|
46,648,536,112,0,1,30.19
|
|
|
|
|
47,53,16,37,0,10,83.14
|
|
|
|
|
48,676,562,114,0,1,82.29
|
|
|
|
|
49,638,525,113,0,1,83.06
|
|
|
|
|
50,673,559,114,0,1,49.22
|
|
|
|
|
51,128,63,65,0,5,34.12
|
|
|
|
|
52,85,29,56,0,9,84.34
|
|
|
|
|
53,747,630,117,0,1,83.86
|
|
|
|
|
54,700,587,113,0,1,83.41
|
|
|
|
|
55,687,573,114,0,1,83.75
|
|
|
|
|
56,720,603,117,0,1,83.33
|
|
|
|
|
57,690,575,115,0,1,17.5
|
|
|
|
|
58,40,7,33,0,17,70.13
|
|
|
|
|
59,318,223,95,0,2,82.94
|
|
|
|
|
60,674,559,115,0,1,21.74
|
|
|
|
|
61,23,5,18,0,26,83.84
|
|
|
|
|
62,724,607,117,0,1,82.17
|
|
|
|
|
63,628,516,112,0,1,71.59
|
|
|
|
|
64,345,247,98,0,2,83.11
|
|
|
|
|
65,681,566,115,0,1,31.51
|
|
|
|
|
66,73,23,50,0,10,83.1
|
|
|
|
|
67,651,541,110,0,1,0.0
|
|
|
|
|
68,10,0,10,0,69,82.55
|
|
|
|
|
69,636,525,111,0,1,82.62
|
|
|
|
|
70,656,542,114,0,1,73.12
|
|
|
|
|
71,372,272,100,0,2,83.48
|
|
|
|
|
72,678,566,112,0,1,82.13
|
|
|
|
|
73,638,524,114,0,1,82.92
|
|
|
|
|
74,685,568,117,0,1,57.71
|
|
|
|
|
75,201,116,85,0,3,72.67
|
|
|
|
|
76,344,250,94,0,2,72.17
|
|
|
|
|
77,345,249,96,0,2,64.75
|
|
|
|
|
78,261,169,92,0,3,19.15
|
|
|
|
|
79,47,9,38,0,15,83.48
|
|
|
|
|
80,660,551,109,0,1,82.18
|
|
|
|
|
81,634,521,113,0,1,51.09
|
|
|
|
|
82,137,70,67,0,5,69.58
|
|
|
|
|
83,309,215,94,0,2,83.53
|
|
|
|
|
84,686,573,113,0,1,82.84
|
|
|
|
|
85,682,565,117,0,1,71.12
|
|
|
|
|
86,322,229,93,0,2,83.28
|
|
|
|
|
87,676,563,113,0,1,68.62
|
|
|
|
|
88,325,223,102,0,2,83.16
|
|
|
|
|
89,689,573,116,0,1,83.31
|
|
|
|
|
90,695,579,116,0,1,73.15
|
|
|
|
|
91,324,237,87,0,2,72.11
|
|
|
|
|
92,337,243,94,0,2,63.51
|
|
|
|
|
93,222,141,81,0,3,83.09
|
|
|
|
|
94,686,570,116,0,1,71.79
|
|
|
|
|
95,351,252,99,0,2,84.66
|
|
|
|
|
96,717,607,110,0,1,83.28
|
|
|
|
|
97,664,553,111,0,1,21.74
|
|
|
|
|
98,23,5,18,0,37,56.91
|
|
|
|
|
99,181,103,78,0,4,70.62
|