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feat(cache-simulation): add avg_age metric and update TTL experiment name

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- Introduced `avg_age` metric to track the average age of cached objects during simulation.
- Updated experiment configuration name from "No Refresh (0.5s ttl)" to "No Refresh (5.0s ttl)".
- Updated Jupyter notebooks and related files to incorporate new metrics and change experiment labels.
- Modified experiment output CSV and PDF files to reflect the new `avg_age` metric and updated experiment details.

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
This commit is contained in:
Tuan-Dat Tran
2024-11-27 17:34:04 +01:00
parent b540aafc61
commit dea6004160
20 changed files with 798 additions and 764 deletions
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200
experiments/No_Refresh_3_0s_ttl/details.csv
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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,494,170,0,1,45.28
2,212,96,116,0,3,74.15
3,673,499,174,0,1,76.65
4,711,545,166,0,1,60.0
5,345,207,138,0,2,73.96
6,649,480,169,0,1,38.69
7,137,53,84,0,5,74.3
8,681,506,175,0,1,74.6
9,689,514,175,0,1,74.66
10,667,498,169,0,1,60.37
11,328,198,130,0,2,75.29
12,692,521,171,0,1,74.96
13,683,512,171,0,1,74.71
14,696,520,176,0,1,60.76
15,344,209,135,0,2,59.2
16,326,193,133,0,2,75.47
17,689,520,169,0,1,75.11
18,691,519,172,0,1,51.6
19,219,113,106,0,3,75.96
20,732,556,176,0,1,76.32
21,739,564,175,0,1,75.26
22,683,514,169,0,1,74.78
23,670,501,169,0,1,57.4
24,331,190,141,0,2,75.83
25,724,549,175,0,1,74.86
26,692,518,174,0,1,75.74
27,705,534,171,0,1,37.23
28,137,51,86,0,5,75.15
29,672,505,167,0,1,74.64
30,694,518,176,0,1,74.78
31,674,504,170,0,1,38.89
32,144,56,88,0,4,74.93
33,670,502,168,0,1,31.91
34,141,45,96,0,4,74.66
35,659,492,167,0,1,75.4
36,691,521,170,0,1,76.12
37,737,561,176,0,1,48.86
38,219,107,112,0,3,28.0
39,100,28,72,0,8,75.91
40,714,542,172,0,1,42.39
41,184,78,106,0,4,43.48
42,161,70,91,0,4,61.88
43,362,224,138,0,2,75.43
44,696,525,171,0,1,73.21
45,627,459,168,0,1,75.15
46,648,487,161,0,1,22.64
47,53,12,41,0,10,74.85
48,676,506,170,0,1,73.98
49,638,472,166,0,1,74.59
50,673,502,171,0,1,39.06
51,128,50,78,0,5,21.18
52,85,18,67,0,9,76.57
53,747,572,175,0,1,76.0
54,700,532,168,0,1,75.25
55,687,517,170,0,1,75.42
56,720,543,177,0,1,75.36
57,690,520,170,0,1,10.0
58,40,4,36,0,17,60.69
59,318,193,125,0,2,74.93
60,674,505,169,0,1,21.74
61,23,5,18,0,26,75.55
62,724,547,177,0,1,74.2
63,628,466,162,0,1,60.29
64,345,208,137,0,2,74.89
65,681,510,171,0,1,23.29
66,73,17,56,0,10,74.35
67,651,484,167,0,1,0.0
68,10,0,10,0,69,73.9
69,636,470,166,0,1,74.7
70,656,490,166,0,1,61.56
71,372,229,143,0,2,75.52
72,678,512,166,0,1,73.51
73,638,469,169,0,1,74.89
74,685,513,172,0,1,44.28
75,201,89,112,0,3,59.88
76,344,206,138,0,2,61.45
77,345,212,133,0,2,50.19
78,261,131,130,0,3,10.64
79,47,5,42,0,15,75.3
80,660,497,163,0,1,74.29
81,634,471,163,0,1,37.96
82,137,52,85,0,5,57.28
83,309,177,132,0,2,75.51
84,686,518,168,0,1,74.63
85,682,509,173,0,1,58.39
86,322,188,134,0,2,74.7
87,676,505,171,0,1,58.15
88,325,189,136,0,2,75.62
89,689,521,168,0,1,75.11
90,695,522,173,0,1,62.35
91,324,202,122,0,2,60.53
92,337,204,133,0,2,47.75
93,222,106,116,0,3,75.07
94,686,515,171,0,1,62.39
95,351,219,132,0,2,76.29
96,717,547,170,0,1,74.4
97,664,494,170,0,1,8.7
98,23,2,21,0,37,46.96
99,181,85,96,0,4,59.64
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,494,170,0,1,45.28,1.45748987854251
2,212,96,116,0,3,74.15,1.5416666666666667
3,673,499,174,0,1,76.65,1.4909819639278556
4,711,545,166,0,1,60.0,1.6018348623853211
5,345,207,138,0,2,73.96,1.5507246376811594
6,649,480,169,0,1,38.69,1.5833333333333333
7,137,53,84,0,5,74.3,1.6603773584905661
8,681,506,175,0,1,74.6,1.4703557312252964
9,689,514,175,0,1,74.66,1.461089494163424
10,667,498,169,0,1,60.37,1.4759036144578312
11,328,198,130,0,2,75.29,1.4444444444444444
12,692,521,171,0,1,74.96,1.4491362763915547
13,683,512,171,0,1,74.71,1.537109375
14,696,520,176,0,1,60.76,1.5596153846153846
15,344,209,135,0,2,59.2,1.5023923444976077
16,326,193,133,0,2,75.47,1.5803108808290156
17,689,520,169,0,1,75.11,1.6423076923076922
18,691,519,172,0,1,51.6,1.5260115606936415
19,219,113,106,0,3,75.96,1.6106194690265487
20,732,556,176,0,1,76.32,1.4460431654676258
21,739,564,175,0,1,75.26,1.5088652482269505
22,683,514,169,0,1,74.78,1.5291828793774318
23,670,501,169,0,1,57.4,1.403193612774451
24,331,190,141,0,2,75.83,1.563157894736842
25,724,549,175,0,1,74.86,1.5136612021857923
26,692,518,174,0,1,75.74,1.5347490347490347
27,705,534,171,0,1,37.23,1.4138576779026217
28,137,51,86,0,5,75.15,1.5098039215686274
29,672,505,167,0,1,74.64,1.506930693069307
30,694,518,176,0,1,74.78,1.555984555984556
31,674,504,170,0,1,38.89,1.5297619047619047
32,144,56,88,0,4,74.93,1.5
33,670,502,168,0,1,31.91,1.4302788844621515
34,141,45,96,0,4,74.66,1.3777777777777778
35,659,492,167,0,1,75.4,1.5142276422764227
36,691,521,170,0,1,76.12,1.5009596928982725
37,737,561,176,0,1,48.86,1.5080213903743316
38,219,107,112,0,3,28.0,1.5794392523364487
39,100,28,72,0,8,75.91,1.6785714285714286
40,714,542,172,0,1,42.39,1.6199261992619927
41,184,78,106,0,4,43.48,1.7179487179487178
42,161,70,91,0,4,61.88,1.6857142857142857
43,362,224,138,0,2,75.43,1.3392857142857142
44,696,525,171,0,1,73.21,1.5447619047619048
45,627,459,168,0,1,75.15,1.5359477124183007
46,648,487,161,0,1,22.64,1.5010266940451746
47,53,12,41,0,10,74.85,1.9166666666666667
48,676,506,170,0,1,73.98,1.5118577075098814
49,638,472,166,0,1,74.59,1.4406779661016949
50,673,502,171,0,1,39.06,1.4760956175298805
51,128,50,78,0,5,21.18,1.44
52,85,18,67,0,9,76.57,1.2777777777777777
53,747,572,175,0,1,76.0,1.4912587412587412
54,700,532,168,0,1,75.25,1.5432330827067668
55,687,517,170,0,1,75.42,1.4700193423597678
56,720,543,177,0,1,75.36,1.3922651933701657
57,690,520,170,0,1,10.0,1.5288461538461537
58,40,4,36,0,17,60.69,1.5
59,318,193,125,0,2,74.93,1.5025906735751295
60,674,505,169,0,1,21.74,1.508910891089109
61,23,5,18,0,26,75.55,0.6
62,724,547,177,0,1,74.2,1.5045703839122486
63,628,466,162,0,1,60.29,1.4785407725321889
64,345,208,137,0,2,74.89,1.4519230769230769
65,681,510,171,0,1,23.29,1.4843137254901961
66,73,17,56,0,10,74.35,1.588235294117647
67,651,484,167,0,1,0.0,1.493801652892562
68,10,0,10,0,69,73.9,0.0
69,636,470,166,0,1,74.7,1.553191489361702
70,656,490,166,0,1,61.56,1.530612244897959
71,372,229,143,0,2,75.52,1.5327510917030567
72,678,512,166,0,1,73.51,1.484375
73,638,469,169,0,1,74.89,1.4179104477611941
74,685,513,172,0,1,44.28,1.557504873294347
75,201,89,112,0,3,59.88,1.5056179775280898
76,344,206,138,0,2,61.45,1.441747572815534
77,345,212,133,0,2,50.19,1.4433962264150944
78,261,131,130,0,3,10.64,1.4885496183206106
79,47,5,42,0,15,75.3,0.8
80,660,497,163,0,1,74.29,1.5070422535211268
81,634,471,163,0,1,37.96,1.4692144373673035
82,137,52,85,0,5,57.28,1.5192307692307692
83,309,177,132,0,2,75.51,1.5197740112994351
84,686,518,168,0,1,74.63,1.494208494208494
85,682,509,173,0,1,58.39,1.3889980353634577
86,322,188,134,0,2,74.7,1.5106382978723405
87,676,505,171,0,1,58.15,1.4792079207920792
88,325,189,136,0,2,75.62,1.3915343915343916
89,689,521,168,0,1,75.11,1.5335892514395393
90,695,522,173,0,1,62.35,1.496168582375479
91,324,202,122,0,2,60.53,1.5792079207920793
92,337,204,133,0,2,47.75,1.392156862745098
93,222,106,116,0,3,75.07,1.4622641509433962
94,686,515,171,0,1,62.39,1.5728155339805825
95,351,219,132,0,2,76.29,1.5342465753424657
96,717,547,170,0,1,74.4,1.4204753199268738
97,664,494,170,0,1,8.7,1.4412955465587045
98,23,2,21,0,37,46.96,3.0
99,181,85,96,0,4,59.64,1.411764705882353
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 494 170 0 1 45.28 1.45748987854251
3 2 212 96 116 0 3 74.15 1.5416666666666667
4 3 673 499 174 0 1 76.65 1.4909819639278556
5 4 711 545 166 0 1 60.0 1.6018348623853211
6 5 345 207 138 0 2 73.96 1.5507246376811594
7 6 649 480 169 0 1 38.69 1.5833333333333333
8 7 137 53 84 0 5 74.3 1.6603773584905661
9 8 681 506 175 0 1 74.6 1.4703557312252964
10 9 689 514 175 0 1 74.66 1.461089494163424
11 10 667 498 169 0 1 60.37 1.4759036144578312
12 11 328 198 130 0 2 75.29 1.4444444444444444
13 12 692 521 171 0 1 74.96 1.4491362763915547
14 13 683 512 171 0 1 74.71 1.537109375
15 14 696 520 176 0 1 60.76 1.5596153846153846
16 15 344 209 135 0 2 59.2 1.5023923444976077
17 16 326 193 133 0 2 75.47 1.5803108808290156
18 17 689 520 169 0 1 75.11 1.6423076923076922
19 18 691 519 172 0 1 51.6 1.5260115606936415
20 19 219 113 106 0 3 75.96 1.6106194690265487
21 20 732 556 176 0 1 76.32 1.4460431654676258
22 21 739 564 175 0 1 75.26 1.5088652482269505
23 22 683 514 169 0 1 74.78 1.5291828793774318
24 23 670 501 169 0 1 57.4 1.403193612774451
25 24 331 190 141 0 2 75.83 1.563157894736842
26 25 724 549 175 0 1 74.86 1.5136612021857923
27 26 692 518 174 0 1 75.74 1.5347490347490347
28 27 705 534 171 0 1 37.23 1.4138576779026217
29 28 137 51 86 0 5 75.15 1.5098039215686274
30 29 672 505 167 0 1 74.64 1.506930693069307
31 30 694 518 176 0 1 74.78 1.555984555984556
32 31 674 504 170 0 1 38.89 1.5297619047619047
33 32 144 56 88 0 4 74.93 1.5
34 33 670 502 168 0 1 31.91 1.4302788844621515
35 34 141 45 96 0 4 74.66 1.3777777777777778
36 35 659 492 167 0 1 75.4 1.5142276422764227
37 36 691 521 170 0 1 76.12 1.5009596928982725
38 37 737 561 176 0 1 48.86 1.5080213903743316
39 38 219 107 112 0 3 28.0 1.5794392523364487
40 39 100 28 72 0 8 75.91 1.6785714285714286
41 40 714 542 172 0 1 42.39 1.6199261992619927
42 41 184 78 106 0 4 43.48 1.7179487179487178
43 42 161 70 91 0 4 61.88 1.6857142857142857
44 43 362 224 138 0 2 75.43 1.3392857142857142
45 44 696 525 171 0 1 73.21 1.5447619047619048
46 45 627 459 168 0 1 75.15 1.5359477124183007
47 46 648 487 161 0 1 22.64 1.5010266940451746
48 47 53 12 41 0 10 74.85 1.9166666666666667
49 48 676 506 170 0 1 73.98 1.5118577075098814
50 49 638 472 166 0 1 74.59 1.4406779661016949
51 50 673 502 171 0 1 39.06 1.4760956175298805
52 51 128 50 78 0 5 21.18 1.44
53 52 85 18 67 0 9 76.57 1.2777777777777777
54 53 747 572 175 0 1 76.0 1.4912587412587412
55 54 700 532 168 0 1 75.25 1.5432330827067668
56 55 687 517 170 0 1 75.42 1.4700193423597678
57 56 720 543 177 0 1 75.36 1.3922651933701657
58 57 690 520 170 0 1 10.0 1.5288461538461537
59 58 40 4 36 0 17 60.69 1.5
60 59 318 193 125 0 2 74.93 1.5025906735751295
61 60 674 505 169 0 1 21.74 1.508910891089109
62 61 23 5 18 0 26 75.55 0.6
63 62 724 547 177 0 1 74.2 1.5045703839122486
64 63 628 466 162 0 1 60.29 1.4785407725321889
65 64 345 208 137 0 2 74.89 1.4519230769230769
66 65 681 510 171 0 1 23.29 1.4843137254901961
67 66 73 17 56 0 10 74.35 1.588235294117647
68 67 651 484 167 0 1 0.0 1.493801652892562
69 68 10 0 10 0 69 73.9 0.0
70 69 636 470 166 0 1 74.7 1.553191489361702
71 70 656 490 166 0 1 61.56 1.530612244897959
72 71 372 229 143 0 2 75.52 1.5327510917030567
73 72 678 512 166 0 1 73.51 1.484375
74 73 638 469 169 0 1 74.89 1.4179104477611941
75 74 685 513 172 0 1 44.28 1.557504873294347
76 75 201 89 112 0 3 59.88 1.5056179775280898
77 76 344 206 138 0 2 61.45 1.441747572815534
78 77 345 212 133 0 2 50.19 1.4433962264150944
79 78 261 131 130 0 3 10.64 1.4885496183206106
80 79 47 5 42 0 15 75.3 0.8
81 80 660 497 163 0 1 74.29 1.5070422535211268
82 81 634 471 163 0 1 37.96 1.4692144373673035
83 82 137 52 85 0 5 57.28 1.5192307692307692
84 83 309 177 132 0 2 75.51 1.5197740112994351
85 84 686 518 168 0 1 74.63 1.494208494208494
86 85 682 509 173 0 1 58.39 1.3889980353634577
87 86 322 188 134 0 2 74.7 1.5106382978723405
88 87 676 505 171 0 1 58.15 1.4792079207920792
89 88 325 189 136 0 2 75.62 1.3915343915343916
90 89 689 521 168 0 1 75.11 1.5335892514395393
91 90 695 522 173 0 1 62.35 1.496168582375479
92 91 324 202 122 0 2 60.53 1.5792079207920793
93 92 337 204 133 0 2 47.75 1.392156862745098
94 93 222 106 116 0 3 75.07 1.4622641509433962
95 94 686 515 171 0 1 62.39 1.5728155339805825
96 95 351 219 132 0 2 76.29 1.5342465753424657
97 96 717 547 170 0 1 74.4 1.4204753199268738
98 97 664 494 170 0 1 8.7 1.4412955465587045
99 98 23 2 21 0 37 46.96 3.0
100 99 181 85 96 0 4 59.64 1.411764705882353

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experiments/No_Refresh_3_0s_ttl/objects_in_cache_over_time.pdf
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