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:
Tuan-Dat Tran
2024-11-27 16:31:46 +01:00
parent 912b97a06e
commit 6e8a742705
38 changed files with 2337 additions and 216 deletions

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

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@@ -0,0 +1,101 @@
obj_id,hit_rate,avg_age
1,0.3373493975903614,0.25892857142857145
2,0.10377358490566038,0.36363636363636365
3,0.32392273402674593,0.24311926605504589
4,0.3459915611814346,0.25609756097560976
5,0.19130434782608696,0.24242424242424243
6,0.31741140215716485,0.24757281553398058
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1 obj_id hit_rate avg_age
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3 2 0.10377358490566038 0.36363636363636365
4 3 0.32392273402674593 0.24311926605504589
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14 13 0.32210834553440704 0.22727272727272727
15 14 0.33620689655172414 0.2692307692307692
16 15 0.20348837209302326 0.2
17 16 0.18404907975460122 0.2
18 17 0.29898403483309144 0.2524271844660194
19 18 0.32850940665701883 0.24669603524229075
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21 20 0.3483606557377049 0.25882352941176473
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27 26 0.3208092485549133 0.2072072072072072
28 27 0.34184397163120567 0.23651452282157676
29 28 0.08759124087591241 0.16666666666666666
30 29 0.34226190476190477 0.24782608695652175
31 30 0.3170028818443804 0.2818181818181818
32 31 0.33086053412462907 0.2600896860986547
33 32 0.09027777777777778 0.3076923076923077
34 33 0.34626865671641793 0.24568965517241378
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39 38 0.1415525114155251 0.3870967741935484
40 39 0.05 0.2
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42 41 0.125 0.30434782608695654
43 42 0.07453416149068323 0.25
44 43 0.2154696132596685 0.32051282051282054
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52 51 0.125 0.25
53 52 0.03529411764705882 0.3333333333333333
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55 54 0.33 0.24675324675324675
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58 57 0.3130434782608696 0.2638888888888889
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83 82 0.058394160583941604 0.125
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89 88 0.20923076923076922 0.25
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97 96 0.3389121338912134 0.2139917695473251
98 97 0.3253012048192771 0.26851851851851855
99 98 0.0 0.0
100 99 0.11602209944751381 0.3333333333333333
101 100 0.228486646884273 0.24675324675324675

View File

@@ -0,0 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.24997190226308422,0.24085664637735987
std,0.10967384888958667,0.07537398148292249
min,0.0,0.0
25%,0.1843617845017571,0.21978900255754474
50%,0.3172071420007726,0.25
75%,0.3351579188281965,0.2796906689079315
max,0.375,0.3870967741935484
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.24997190226308422 0.24085664637735987
4 std 0.10967384888958667 0.07537398148292249
5 min 0.0 0.0
6 25% 0.1843617845017571 0.21978900255754474
7 50% 0.3172071420007726 0.25
8 75% 0.3351579188281965 0.2796906689079315
9 max 0.375 0.3870967741935484

View File

@@ -0,0 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,328,336,0,1,22.17
2,212,47,165,0,3,50.07
3,673,337,336,0,1,50.63
4,711,360,351,0,1,32.75
5,345,113,232,0,2,49.46
6,649,321,328,0,1,18.98
7,137,26,111,0,5,49.63
8,681,338,343,0,1,50.22
9,689,346,343,0,1,49.33
10,667,329,338,0,1,37.8
11,328,124,204,0,2,52.31
12,692,362,330,0,1,48.46
13,683,331,352,0,1,49.86
14,696,347,349,0,1,31.98
15,344,110,234,0,2,29.14
16,326,95,231,0,2,48.48
17,689,334,355,0,1,49.93
18,691,345,346,0,1,22.83
19,219,50,169,0,3,51.09
20,732,374,358,0,1,52.77
21,739,390,349,0,1,51.1
22,683,349,334,0,1,49.55
23,670,332,338,0,1,32.02
24,331,106,225,0,2,50.97
25,724,369,355,0,1,50.58
26,692,350,342,0,1,51.49
27,705,363,342,0,1,15.33
28,137,21,116,0,5,49.55
29,672,333,339,0,1,48.56
30,694,337,357,0,1,50.3
31,674,339,335,0,1,17.36
32,144,25,119,0,4,51.19
33,670,343,327,0,1,12.77
34,141,18,123,0,4,50.99
35,659,336,323,0,1,50.36
36,691,348,343,0,1,53.05
37,737,391,346,0,1,24.66
38,219,54,165,0,3,9.0
39,100,9,91,0,8,49.72
40,714,355,359,0,1,22.28
41,184,41,143,0,4,18.63
42,161,30,131,0,4,37.57
43,362,136,226,0,2,49.57
44,696,345,351,0,1,47.05
45,627,295,332,0,1,48.77
46,648,316,332,0,1,5.66
47,53,3,50,0,10,48.22
48,676,326,350,0,1,48.12
49,638,307,331,0,1,49.93
50,673,336,337,0,1,18.75
51,128,24,104,0,5,9.41
52,85,8,77,0,9,51.54
53,747,385,362,0,1,49.86
54,700,349,351,0,1,51.24
55,687,352,335,0,1,53.75
56,720,387,333,0,1,50.43
57,690,348,342,0,1,2.5
58,40,1,39,0,17,32.08
59,318,102,216,0,2,47.92
60,674,323,351,0,1,17.39
61,23,4,19,0,26,50.97
62,724,369,355,0,1,49.2
63,628,309,319,0,1,36.52
64,345,126,219,0,2,50.66
65,681,345,336,0,1,6.85
66,73,5,68,0,10,50.23
67,651,327,324,0,1,0.0
68,10,0,10,0,69,49.06
69,636,312,324,0,1,48.17
70,656,316,340,0,1,34.95
71,372,130,242,0,2,51.33
72,678,348,330,0,1,49.69
73,638,317,321,0,1,50.95
74,685,349,336,0,1,20.9
75,201,42,159,0,3,35.76
76,344,123,221,0,2,36.23
77,345,125,220,0,2,27.2
78,261,71,190,0,3,8.51
79,47,4,43,0,15,50.3
80,660,332,328,0,1,49.53
81,634,314,320,0,1,13.87
82,137,19,118,0,5,30.74
83,309,95,214,0,2,50.44
84,686,346,340,0,1,49.41
85,682,337,345,0,1,32.61
86,322,105,217,0,2,50.0
87,676,338,338,0,1,31.69
88,325,103,222,0,2,49.93
89,689,344,345,0,1,49.06
90,695,341,354,0,1,36.73
91,324,119,205,0,2,33.53
92,337,113,224,0,2,26.13
93,222,58,164,0,3,49.85
94,686,342,344,0,1,35.61
95,351,125,226,0,2,52.44
96,717,376,341,0,1,49.25
97,664,327,337,0,1,0.0
98,23,0,23,0,37,21.55
99,181,39,142,0,4,35.31
1 access_count hits misses mu lambda hit_rate
2 1 664 328 336 0 1 22.17
3 2 212 47 165 0 3 50.07
4 3 673 337 336 0 1 50.63
5 4 711 360 351 0 1 32.75
6 5 345 113 232 0 2 49.46
7 6 649 321 328 0 1 18.98
8 7 137 26 111 0 5 49.63
9 8 681 338 343 0 1 50.22
10 9 689 346 343 0 1 49.33
11 10 667 329 338 0 1 37.8
12 11 328 124 204 0 2 52.31
13 12 692 362 330 0 1 48.46
14 13 683 331 352 0 1 49.86
15 14 696 347 349 0 1 31.98
16 15 344 110 234 0 2 29.14
17 16 326 95 231 0 2 48.48
18 17 689 334 355 0 1 49.93
19 18 691 345 346 0 1 22.83
20 19 219 50 169 0 3 51.09
21 20 732 374 358 0 1 52.77
22 21 739 390 349 0 1 51.1
23 22 683 349 334 0 1 49.55
24 23 670 332 338 0 1 32.02
25 24 331 106 225 0 2 50.97
26 25 724 369 355 0 1 50.58
27 26 692 350 342 0 1 51.49
28 27 705 363 342 0 1 15.33
29 28 137 21 116 0 5 49.55
30 29 672 333 339 0 1 48.56
31 30 694 337 357 0 1 50.3
32 31 674 339 335 0 1 17.36
33 32 144 25 119 0 4 51.19
34 33 670 343 327 0 1 12.77
35 34 141 18 123 0 4 50.99
36 35 659 336 323 0 1 50.36
37 36 691 348 343 0 1 53.05
38 37 737 391 346 0 1 24.66
39 38 219 54 165 0 3 9.0
40 39 100 9 91 0 8 49.72
41 40 714 355 359 0 1 22.28
42 41 184 41 143 0 4 18.63
43 42 161 30 131 0 4 37.57
44 43 362 136 226 0 2 49.57
45 44 696 345 351 0 1 47.05
46 45 627 295 332 0 1 48.77
47 46 648 316 332 0 1 5.66
48 47 53 3 50 0 10 48.22
49 48 676 326 350 0 1 48.12
50 49 638 307 331 0 1 49.93
51 50 673 336 337 0 1 18.75
52 51 128 24 104 0 5 9.41
53 52 85 8 77 0 9 51.54
54 53 747 385 362 0 1 49.86
55 54 700 349 351 0 1 51.24
56 55 687 352 335 0 1 53.75
57 56 720 387 333 0 1 50.43
58 57 690 348 342 0 1 2.5
59 58 40 1 39 0 17 32.08
60 59 318 102 216 0 2 47.92
61 60 674 323 351 0 1 17.39
62 61 23 4 19 0 26 50.97
63 62 724 369 355 0 1 49.2
64 63 628 309 319 0 1 36.52
65 64 345 126 219 0 2 50.66
66 65 681 345 336 0 1 6.85
67 66 73 5 68 0 10 50.23
68 67 651 327 324 0 1 0.0
69 68 10 0 10 0 69 49.06
70 69 636 312 324 0 1 48.17
71 70 656 316 340 0 1 34.95
72 71 372 130 242 0 2 51.33
73 72 678 348 330 0 1 49.69
74 73 638 317 321 0 1 50.95
75 74 685 349 336 0 1 20.9
76 75 201 42 159 0 3 35.76
77 76 344 123 221 0 2 36.23
78 77 345 125 220 0 2 27.2
79 78 261 71 190 0 3 8.51
80 79 47 4 43 0 15 50.3
81 80 660 332 328 0 1 49.53
82 81 634 314 320 0 1 13.87
83 82 137 19 118 0 5 30.74
84 83 309 95 214 0 2 50.44
85 84 686 346 340 0 1 49.41
86 85 682 337 345 0 1 32.61
87 86 322 105 217 0 2 50.0
88 87 676 338 338 0 1 31.69
89 88 325 103 222 0 2 49.93
90 89 689 344 345 0 1 49.06
91 90 695 341 354 0 1 36.73
92 91 324 119 205 0 2 33.53
93 92 337 113 224 0 2 26.13
94 93 222 58 164 0 3 49.85
95 94 686 342 344 0 1 35.61
96 95 351 125 226 0 2 52.44
97 96 717 376 341 0 1 49.25
98 97 664 327 337 0 1 0.0
99 98 23 0 23 0 37 21.55
100 99 181 39 142 0 4 35.31

View File

@@ -0,0 +1,101 @@
obj_id,hit_rate,avg_age
1,0.4939759036144578,0.45426829268292684
2,0.22169811320754718,0.5106382978723404
3,0.5007429420505201,0.5133531157270029
4,0.5063291139240507,0.5166666666666667
5,0.32753623188405795,0.4247787610619469
6,0.4946070878274268,0.5171339563862928
7,0.1897810218978102,0.46153846153846156
8,0.49632892804698975,0.4556213017751479
9,0.502177068214804,0.476878612716763
10,0.49325337331334335,0.44376899696048633
11,0.3780487804878049,0.5483870967741935
12,0.523121387283237,0.5
13,0.48462664714494874,0.4743202416918429
14,0.4985632183908046,0.49279538904899134
15,0.31976744186046513,0.4727272727272727
16,0.29141104294478526,0.4421052631578947
17,0.4847605224963715,0.5988023952095808
18,0.4992764109985528,0.4927536231884058
19,0.228310502283105,0.52
20,0.5109289617486339,0.5053475935828877
21,0.5277401894451962,0.4897435897435897
22,0.5109809663250366,0.49283667621776506
23,0.4955223880597015,0.43373493975903615
24,0.3202416918429003,0.3867924528301887
25,0.5096685082872928,0.5013550135501355
26,0.5057803468208093,0.5057142857142857
27,0.5148936170212766,0.49586776859504134
28,0.15328467153284672,0.42857142857142855
29,0.4955357142857143,0.45645645645645644
30,0.48559077809798273,0.5608308605341247
31,0.5029673590504451,0.49557522123893805
32,0.1736111111111111,0.6
33,0.5119402985074627,0.44314868804664725
34,0.1276595744680851,0.5
35,0.5098634294385432,0.5297619047619048
36,0.5036179450072359,0.5
37,0.5305291723202171,0.4961636828644501
38,0.2465753424657534,0.6296296296296297
39,0.09,0.4444444444444444
40,0.49719887955182074,0.5014084507042254
41,0.22282608695652173,0.5853658536585366
42,0.18633540372670807,0.6666666666666666
43,0.3756906077348066,0.47794117647058826
44,0.4956896551724138,0.4956521739130435
45,0.4704944178628389,0.535593220338983
46,0.4876543209876543,0.4810126582278481
47,0.05660377358490566,0.3333333333333333
48,0.4822485207100592,0.4263803680981595
49,0.48119122257053293,0.50814332247557
50,0.49925705794947994,0.4523809523809524
51,0.1875,0.5
52,0.09411764705882353,0.5
53,0.5153949129852744,0.535064935064935
54,0.49857142857142855,0.5358166189111748
55,0.512372634643377,0.4943181818181818
56,0.5375,0.4728682170542636
57,0.5043478260869565,0.5431034482758621
58,0.025,1.0
59,0.32075471698113206,0.5196078431372549
60,0.4792284866468843,0.47678018575851394
61,0.17391304347826086,0.25
62,0.5096685082872928,0.46883468834688347
63,0.49203821656050956,0.47896440129449835
64,0.3652173913043478,0.5476190476190477
65,0.5066079295154186,0.5594202898550724
66,0.0684931506849315,0.6
67,0.5023041474654378,0.40978593272171254
68,0.0,0.0
69,0.49056603773584906,0.5416666666666666
70,0.4817073170731707,0.5
71,0.34946236559139787,0.5615384615384615
72,0.5132743362831859,0.49137931034482757
73,0.49686520376175547,0.5362776025236593
74,0.5094890510948905,0.4813753581661891
75,0.208955223880597,0.5238095238095238
76,0.35755813953488375,0.5853658536585366
77,0.36231884057971014,0.488
78,0.2720306513409962,0.4647887323943662
79,0.0851063829787234,0.5
80,0.503030303030303,0.5180722891566265
81,0.4952681388012618,0.49044585987261147
82,0.1386861313868613,0.47368421052631576
83,0.3074433656957929,0.5368421052631579
84,0.5043731778425656,0.5028901734104047
85,0.4941348973607038,0.5014836795252225
86,0.32608695652173914,0.5428571428571428
87,0.5,0.5029585798816568
88,0.3169230769230769,0.4368932038834951
89,0.49927431059506533,0.45058139534883723
90,0.4906474820143885,0.49266862170087977
91,0.36728395061728397,0.5630252100840336
92,0.3353115727002967,0.415929203539823
93,0.26126126126126126,0.4827586206896552
94,0.49854227405247814,0.52046783625731
95,0.3561253561253561,0.536
96,0.5244072524407253,0.4627659574468085
97,0.4924698795180723,0.5015290519877675
98,0.0,0.0
99,0.2154696132596685,0.5384615384615384
100,0.35311572700296734,0.4957983193277311
1 obj_id hit_rate avg_age
2 1 0.4939759036144578 0.45426829268292684
3 2 0.22169811320754718 0.5106382978723404
4 3 0.5007429420505201 0.5133531157270029
5 4 0.5063291139240507 0.5166666666666667
6 5 0.32753623188405795 0.4247787610619469
7 6 0.4946070878274268 0.5171339563862928
8 7 0.1897810218978102 0.46153846153846156
9 8 0.49632892804698975 0.4556213017751479
10 9 0.502177068214804 0.476878612716763
11 10 0.49325337331334335 0.44376899696048633
12 11 0.3780487804878049 0.5483870967741935
13 12 0.523121387283237 0.5
14 13 0.48462664714494874 0.4743202416918429
15 14 0.4985632183908046 0.49279538904899134
16 15 0.31976744186046513 0.4727272727272727
17 16 0.29141104294478526 0.4421052631578947
18 17 0.4847605224963715 0.5988023952095808
19 18 0.4992764109985528 0.4927536231884058
20 19 0.228310502283105 0.52
21 20 0.5109289617486339 0.5053475935828877
22 21 0.5277401894451962 0.4897435897435897
23 22 0.5109809663250366 0.49283667621776506
24 23 0.4955223880597015 0.43373493975903615
25 24 0.3202416918429003 0.3867924528301887
26 25 0.5096685082872928 0.5013550135501355
27 26 0.5057803468208093 0.5057142857142857
28 27 0.5148936170212766 0.49586776859504134
29 28 0.15328467153284672 0.42857142857142855
30 29 0.4955357142857143 0.45645645645645644
31 30 0.48559077809798273 0.5608308605341247
32 31 0.5029673590504451 0.49557522123893805
33 32 0.1736111111111111 0.6
34 33 0.5119402985074627 0.44314868804664725
35 34 0.1276595744680851 0.5
36 35 0.5098634294385432 0.5297619047619048
37 36 0.5036179450072359 0.5
38 37 0.5305291723202171 0.4961636828644501
39 38 0.2465753424657534 0.6296296296296297
40 39 0.09 0.4444444444444444
41 40 0.49719887955182074 0.5014084507042254
42 41 0.22282608695652173 0.5853658536585366
43 42 0.18633540372670807 0.6666666666666666
44 43 0.3756906077348066 0.47794117647058826
45 44 0.4956896551724138 0.4956521739130435
46 45 0.4704944178628389 0.535593220338983
47 46 0.4876543209876543 0.4810126582278481
48 47 0.05660377358490566 0.3333333333333333
49 48 0.4822485207100592 0.4263803680981595
50 49 0.48119122257053293 0.50814332247557
51 50 0.49925705794947994 0.4523809523809524
52 51 0.1875 0.5
53 52 0.09411764705882353 0.5
54 53 0.5153949129852744 0.535064935064935
55 54 0.49857142857142855 0.5358166189111748
56 55 0.512372634643377 0.4943181818181818
57 56 0.5375 0.4728682170542636
58 57 0.5043478260869565 0.5431034482758621
59 58 0.025 1.0
60 59 0.32075471698113206 0.5196078431372549
61 60 0.4792284866468843 0.47678018575851394
62 61 0.17391304347826086 0.25
63 62 0.5096685082872928 0.46883468834688347
64 63 0.49203821656050956 0.47896440129449835
65 64 0.3652173913043478 0.5476190476190477
66 65 0.5066079295154186 0.5594202898550724
67 66 0.0684931506849315 0.6
68 67 0.5023041474654378 0.40978593272171254
69 68 0.0 0.0
70 69 0.49056603773584906 0.5416666666666666
71 70 0.4817073170731707 0.5
72 71 0.34946236559139787 0.5615384615384615
73 72 0.5132743362831859 0.49137931034482757
74 73 0.49686520376175547 0.5362776025236593
75 74 0.5094890510948905 0.4813753581661891
76 75 0.208955223880597 0.5238095238095238
77 76 0.35755813953488375 0.5853658536585366
78 77 0.36231884057971014 0.488
79 78 0.2720306513409962 0.4647887323943662
80 79 0.0851063829787234 0.5
81 80 0.503030303030303 0.5180722891566265
82 81 0.4952681388012618 0.49044585987261147
83 82 0.1386861313868613 0.47368421052631576
84 83 0.3074433656957929 0.5368421052631579
85 84 0.5043731778425656 0.5028901734104047
86 85 0.4941348973607038 0.5014836795252225
87 86 0.32608695652173914 0.5428571428571428
88 87 0.5 0.5029585798816568
89 88 0.3169230769230769 0.4368932038834951
90 89 0.49927431059506533 0.45058139534883723
91 90 0.4906474820143885 0.49266862170087977
92 91 0.36728395061728397 0.5630252100840336
93 92 0.3353115727002967 0.415929203539823
94 93 0.26126126126126126 0.4827586206896552
95 94 0.49854227405247814 0.52046783625731
96 95 0.3561253561253561 0.536
97 96 0.5244072524407253 0.4627659574468085
98 97 0.4924698795180723 0.5015290519877675
99 98 0.0 0.0
100 99 0.2154696132596685 0.5384615384615384
101 100 0.35311572700296734 0.4957983193277311

View File

@@ -0,0 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.3881665606779017,0.4920888885617573
std,0.15249831056210744,0.10293321749563328
min,0.0,0.0
25%,0.30343528500804096,0.4717541266321754
50%,0.4866225495428185,0.49808184143222506
75%,0.5022088380274625,0.5252976190476191
max,0.5375,1.0
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.3881665606779017 0.4920888885617573
4 std 0.15249831056210744 0.10293321749563328
5 min 0.0 0.0
6 25% 0.30343528500804096 0.4717541266321754
7 50% 0.4866225495428185 0.49808184143222506
8 75% 0.5022088380274625 0.5252976190476191
9 max 0.5375 1.0

View File

@@ -0,0 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,445,219,0,1,37.74
2,212,80,132,0,3,66.42
3,673,447,226,0,1,67.37
4,711,479,232,0,1,51.01
5,345,176,169,0,2,64.56
6,649,419,230,0,1,29.2
7,137,40,97,0,5,66.37
8,681,452,229,0,1,66.76
9,689,460,229,0,1,66.57
10,667,444,223,0,1,52.13
11,328,171,157,0,2,67.92
12,692,470,222,0,1,66.03
13,683,451,232,0,1,66.67
14,696,464,232,0,1,48.55
15,344,167,177,0,2,48.47
16,326,158,168,0,2,66.33
17,689,457,232,0,1,65.99
18,691,456,235,0,1,41.1
19,219,90,129,0,3,68.58
20,732,502,230,0,1,68.88
21,739,509,230,0,1,66.76
22,683,456,227,0,1,66.57
23,670,446,224,0,1,49.85
24,331,165,166,0,2,68.09
25,724,493,231,0,1,66.91
26,692,463,229,0,1,68.09
27,705,480,225,0,1,28.47
28,137,39,98,0,5,65.92
29,672,443,229,0,1,66.28
30,694,460,234,0,1,66.62
31,674,449,225,0,1,29.17
32,144,42,102,0,4,66.72
33,670,447,223,0,1,26.95
34,141,38,103,0,4,66.77
35,659,440,219,0,1,67.15
36,691,464,227,0,1,69.06
37,737,509,228,0,1,39.27
38,219,86,133,0,3,21.0
39,100,21,79,0,8,66.81
40,714,477,237,0,1,32.07
41,184,59,125,0,4,34.78
42,161,56,105,0,4,53.87
43,362,195,167,0,2,66.52
44,696,463,233,0,1,64.59
45,627,405,222,0,1,64.97
46,648,421,227,0,1,9.43
47,53,5,48,0,10,64.79
48,676,438,238,0,1,65.52
49,638,418,220,0,1,66.12
50,673,445,228,0,1,29.69
51,128,38,90,0,5,16.47
52,85,14,71,0,9,68.14
53,747,509,238,0,1,67.71
54,700,474,226,0,1,66.67
55,687,458,229,0,1,68.89
56,720,496,224,0,1,67.25
57,690,464,226,0,1,5.0
58,40,2,38,0,17,48.11
59,318,153,165,0,2,66.32
60,674,447,227,0,1,17.39
61,23,4,19,0,26,68.09
62,724,493,231,0,1,64.49
63,628,405,223,0,1,52.46
64,345,181,164,0,2,67.11
65,681,457,224,0,1,16.44
66,73,12,61,0,10,66.36
67,651,432,219,0,1,0.0
68,10,0,10,0,69,65.41
69,636,416,220,0,1,65.7
70,656,431,225,0,1,50.81
71,372,189,183,0,2,67.7
72,678,459,219,0,1,66.14
73,638,422,216,0,1,65.69
74,685,450,235,0,1,32.84
75,201,66,135,0,3,52.33
76,344,180,164,0,2,51.88
77,345,179,166,0,2,41.76
78,261,109,152,0,3,10.64
79,47,5,42,0,15,66.52
80,660,439,221,0,1,65.3
81,634,414,220,0,1,29.2
82,137,40,97,0,5,46.93
83,309,145,164,0,2,67.49
84,686,463,223,0,1,66.72
85,682,455,227,0,1,49.07
86,322,158,164,0,2,64.94
87,676,439,237,0,1,48.92
88,325,159,166,0,2,66.62
89,689,459,230,0,1,67.05
90,695,466,229,0,1,51.23
91,324,166,158,0,2,51.63
92,337,174,163,0,2,39.64
93,222,88,134,0,3,66.18
94,686,454,232,0,1,50.71
95,351,178,173,0,2,67.78
96,717,486,231,0,1,66.72
97,664,443,221,0,1,0.0
98,23,0,23,0,37,38.12
99,181,69,112,0,4,50.15
1 access_count hits misses mu lambda hit_rate
2 1 664 445 219 0 1 37.74
3 2 212 80 132 0 3 66.42
4 3 673 447 226 0 1 67.37
5 4 711 479 232 0 1 51.01
6 5 345 176 169 0 2 64.56
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19 18 691 456 235 0 1 41.1
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32 31 674 449 225 0 1 29.17
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35 34 141 38 103 0 4 66.77
36 35 659 440 219 0 1 67.15
37 36 691 464 227 0 1 69.06
38 37 737 509 228 0 1 39.27
39 38 219 86 133 0 3 21.0
40 39 100 21 79 0 8 66.81
41 40 714 477 237 0 1 32.07
42 41 184 59 125 0 4 34.78
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47 46 648 421 227 0 1 9.43
48 47 53 5 48 0 10 64.79
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52 51 128 38 90 0 5 16.47
53 52 85 14 71 0 9 68.14
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58 57 690 464 226 0 1 5.0
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63 62 724 493 231 0 1 64.49
64 63 628 405 223 0 1 52.46
65 64 345 181 164 0 2 67.11
66 65 681 457 224 0 1 16.44
67 66 73 12 61 0 10 66.36
68 67 651 432 219 0 1 0.0
69 68 10 0 10 0 69 65.41
70 69 636 416 220 0 1 65.7
71 70 656 431 225 0 1 50.81
72 71 372 189 183 0 2 67.7
73 72 678 459 219 0 1 66.14
74 73 638 422 216 0 1 65.69
75 74 685 450 235 0 1 32.84
76 75 201 66 135 0 3 52.33
77 76 344 180 164 0 2 51.88
78 77 345 179 166 0 2 41.76
79 78 261 109 152 0 3 10.64
80 79 47 5 42 0 15 66.52
81 80 660 439 221 0 1 65.3
82 81 634 414 220 0 1 29.2
83 82 137 40 97 0 5 46.93
84 83 309 145 164 0 2 67.49
85 84 686 463 223 0 1 66.72
86 85 682 455 227 0 1 49.07
87 86 322 158 164 0 2 64.94
88 87 676 439 237 0 1 48.92
89 88 325 159 166 0 2 66.62
90 89 689 459 230 0 1 67.05
91 90 695 466 229 0 1 51.23
92 91 324 166 158 0 2 51.63
93 92 337 174 163 0 2 39.64
94 93 222 88 134 0 3 66.18
95 94 686 454 232 0 1 50.71
96 95 351 178 173 0 2 67.78
97 96 717 486 231 0 1 66.72
98 97 664 443 221 0 1 0.0
99 98 23 0 23 0 37 38.12
100 99 181 69 112 0 4 50.15

View File

@@ -0,0 +1,101 @@
obj_id,hit_rate,avg_age
1,0.6701807228915663,1.0269662921348315
2,0.37735849056603776,1.2375
3,0.6641901931649331,0.9574944071588367
4,0.6736990154711674,1.0041753653444676
5,0.5101449275362319,0.9829545454545454
6,0.6456086286594761,0.9260143198090692
7,0.291970802919708,1.125
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58,0.05,1.0
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68,0.0,0.0
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72,0.6769911504424779,0.9368191721132898
73,0.6614420062695925,0.9881516587677726
74,0.656934306569343,0.94
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78,0.41762452107279696,0.9724770642201835
79,0.10638297872340426,0.8
80,0.6651515151515152,1.0227790432801822
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82,0.291970802919708,1.1
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90,0.6705035971223021,0.9463519313304721
91,0.5123456790123457,1.0602409638554218
92,0.516320474777448,1.0
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98,0.0,0.0
99,0.3812154696132597,1.0289855072463767
100,0.5014836795252225,0.9467455621301775
1 obj_id hit_rate avg_age
2 1 0.6701807228915663 1.0269662921348315
3 2 0.37735849056603776 1.2375
4 3 0.6641901931649331 0.9574944071588367
5 4 0.6736990154711674 1.0041753653444676
6 5 0.5101449275362319 0.9829545454545454
7 6 0.6456086286594761 0.9260143198090692
8 7 0.291970802919708 1.125
9 8 0.6637298091042585 0.9867256637168141
10 9 0.6676342525399129 0.9760869565217392
11 10 0.6656671664167916 0.9954954954954955
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13 12 0.6791907514450867 0.9702127659574468
14 13 0.6603221083455344 1.0532150776053215
15 14 0.6666666666666666 1.0668103448275863
16 15 0.48546511627906974 1.0658682634730539
17 16 0.48466257668711654 1.0253164556962024
18 17 0.6632801161103048 1.0284463894967177
19 18 0.6599131693198264 0.9912280701754386
20 19 0.410958904109589 1.0
21 20 0.6857923497267759 1.00199203187251
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31 30 0.6628242074927954 1.0456521739130435
32 31 0.6661721068249258 1.0311804008908685
33 32 0.2916666666666667 0.9523809523809523
34 33 0.6671641791044776 1.0067114093959733
35 34 0.2695035460992908 1.105263157894737
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View File

@@ -0,0 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.5381173912695726,0.966399936751214
std,0.18361763609229173,0.17530494397945118
min,0.0,0.0
25%,0.47816297246137873,0.9537065918070284
50%,0.6546302320537845,0.9949544516583623
75%,0.667165303003057,1.0265184493014563
max,0.6906377204884667,1.2375
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.5381173912695726 0.966399936751214
4 std 0.18361763609229173 0.17530494397945118
5 min 0.0 0.0
6 25% 0.47816297246137873 0.9537065918070284
7 50% 0.6546302320537845 0.9949544516583623
8 75% 0.667165303003057 1.0265184493014563
9 max 0.6906377204884667 1.2375

View File

@@ -0,0 +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
1 access_count hits misses mu lambda hit_rate
2 1 664 494 170 0 1 45.28
3 2 212 96 116 0 3 74.15
4 3 673 499 174 0 1 76.65
5 4 711 545 166 0 1 60.0
6 5 345 207 138 0 2 73.96
7 6 649 480 169 0 1 38.69
8 7 137 53 84 0 5 74.3
9 8 681 506 175 0 1 74.6
10 9 689 514 175 0 1 74.66
11 10 667 498 169 0 1 60.37
12 11 328 198 130 0 2 75.29
13 12 692 521 171 0 1 74.96
14 13 683 512 171 0 1 74.71
15 14 696 520 176 0 1 60.76
16 15 344 209 135 0 2 59.2
17 16 326 193 133 0 2 75.47
18 17 689 520 169 0 1 75.11
19 18 691 519 172 0 1 51.6
20 19 219 113 106 0 3 75.96
21 20 732 556 176 0 1 76.32
22 21 739 564 175 0 1 75.26
23 22 683 514 169 0 1 74.78
24 23 670 501 169 0 1 57.4
25 24 331 190 141 0 2 75.83
26 25 724 549 175 0 1 74.86
27 26 692 518 174 0 1 75.74
28 27 705 534 171 0 1 37.23
29 28 137 51 86 0 5 75.15
30 29 672 505 167 0 1 74.64
31 30 694 518 176 0 1 74.78
32 31 674 504 170 0 1 38.89
33 32 144 56 88 0 4 74.93
34 33 670 502 168 0 1 31.91
35 34 141 45 96 0 4 74.66
36 35 659 492 167 0 1 75.4
37 36 691 521 170 0 1 76.12
38 37 737 561 176 0 1 48.86
39 38 219 107 112 0 3 28.0
40 39 100 28 72 0 8 75.91
41 40 714 542 172 0 1 42.39
42 41 184 78 106 0 4 43.48
43 42 161 70 91 0 4 61.88
44 43 362 224 138 0 2 75.43
45 44 696 525 171 0 1 73.21
46 45 627 459 168 0 1 75.15
47 46 648 487 161 0 1 22.64
48 47 53 12 41 0 10 74.85
49 48 676 506 170 0 1 73.98
50 49 638 472 166 0 1 74.59
51 50 673 502 171 0 1 39.06
52 51 128 50 78 0 5 21.18
53 52 85 18 67 0 9 76.57
54 53 747 572 175 0 1 76.0
55 54 700 532 168 0 1 75.25
56 55 687 517 170 0 1 75.42
57 56 720 543 177 0 1 75.36
58 57 690 520 170 0 1 10.0
59 58 40 4 36 0 17 60.69
60 59 318 193 125 0 2 74.93
61 60 674 505 169 0 1 21.74
62 61 23 5 18 0 26 75.55
63 62 724 547 177 0 1 74.2
64 63 628 466 162 0 1 60.29
65 64 345 208 137 0 2 74.89
66 65 681 510 171 0 1 23.29
67 66 73 17 56 0 10 74.35
68 67 651 484 167 0 1 0.0
69 68 10 0 10 0 69 73.9
70 69 636 470 166 0 1 74.7
71 70 656 490 166 0 1 61.56
72 71 372 229 143 0 2 75.52
73 72 678 512 166 0 1 73.51
74 73 638 469 169 0 1 74.89
75 74 685 513 172 0 1 44.28
76 75 201 89 112 0 3 59.88
77 76 344 206 138 0 2 61.45
78 77 345 212 133 0 2 50.19
79 78 261 131 130 0 3 10.64
80 79 47 5 42 0 15 75.3
81 80 660 497 163 0 1 74.29
82 81 634 471 163 0 1 37.96
83 82 137 52 85 0 5 57.28
84 83 309 177 132 0 2 75.51
85 84 686 518 168 0 1 74.63
86 85 682 509 173 0 1 58.39
87 86 322 188 134 0 2 74.7
88 87 676 505 171 0 1 58.15
89 88 325 189 136 0 2 75.62
90 89 689 521 168 0 1 75.11
91 90 695 522 173 0 1 62.35
92 91 324 202 122 0 2 60.53
93 92 337 204 133 0 2 47.75
94 93 222 106 116 0 3 75.07
95 94 686 515 171 0 1 62.39
96 95 351 219 132 0 2 76.29
97 96 717 547 170 0 1 74.4
98 97 664 494 170 0 1 8.7
99 98 23 2 21 0 37 46.96
100 99 181 85 96 0 4 59.64

View File

@@ -0,0 +1,101 @@
obj_id,hit_rate,avg_age
1,0.7439759036144579,1.45748987854251
2,0.4528301886792453,1.5416666666666667
3,0.7414561664190193,1.4909819639278556
4,0.7665260196905767,1.6018348623853211
5,0.6,1.5507246376811594
6,0.7395993836671803,1.5833333333333333
7,0.38686131386861317,1.6603773584905661
8,0.7430249632892805,1.4703557312252964
9,0.7460087082728593,1.461089494163424
10,0.7466266866566716,1.4759036144578312
11,0.6036585365853658,1.4444444444444444
12,0.7528901734104047,1.4491362763915547
13,0.7496339677891655,1.537109375
14,0.7471264367816092,1.5596153846153846
15,0.6075581395348837,1.5023923444976077
16,0.5920245398773006,1.5803108808290156
17,0.7547169811320755,1.6423076923076922
18,0.7510853835021708,1.5260115606936415
19,0.5159817351598174,1.6106194690265487
20,0.7595628415300546,1.4460431654676258
21,0.7631935047361299,1.5088652482269505
22,0.7525622254758418,1.5291828793774318
23,0.7477611940298508,1.403193612774451
24,0.5740181268882175,1.563157894736842
25,0.7582872928176796,1.5136612021857923
26,0.7485549132947977,1.5347490347490347
27,0.7574468085106383,1.4138576779026217
28,0.3722627737226277,1.5098039215686274
29,0.7514880952380952,1.506930693069307
30,0.7463976945244957,1.555984555984556
31,0.7477744807121661,1.5297619047619047
32,0.3888888888888889,1.5
33,0.7492537313432835,1.4302788844621515
34,0.3191489361702128,1.3777777777777778
35,0.7465857359635811,1.5142276422764227
36,0.7539797395079595,1.5009596928982725
37,0.7611940298507462,1.5080213903743316
38,0.4885844748858447,1.5794392523364487
39,0.28,1.6785714285714286
40,0.7591036414565826,1.6199261992619927
41,0.42391304347826086,1.7179487179487178
42,0.43478260869565216,1.6857142857142857
43,0.6187845303867403,1.3392857142857142
44,0.7543103448275862,1.5447619047619048
45,0.7320574162679426,1.5359477124183007
46,0.7515432098765432,1.5010266940451746
47,0.22641509433962265,1.9166666666666667
48,0.7485207100591716,1.5118577075098814
49,0.7398119122257053,1.4406779661016949
50,0.7459138187221397,1.4760956175298805
51,0.390625,1.44
52,0.21176470588235294,1.2777777777777777
53,0.7657295850066934,1.4912587412587412
54,0.76,1.5432330827067668
55,0.75254730713246,1.4700193423597678
56,0.7541666666666667,1.3922651933701657
57,0.7536231884057971,1.5288461538461537
58,0.1,1.5
59,0.6069182389937107,1.5025906735751295
60,0.7492581602373887,1.508910891089109
61,0.21739130434782608,0.6
62,0.755524861878453,1.5045703839122486
63,0.7420382165605095,1.4785407725321889
64,0.6028985507246377,1.4519230769230769
65,0.748898678414097,1.4843137254901961
66,0.2328767123287671,1.588235294117647
67,0.7434715821812596,1.493801652892562
68,0.0,0.0
69,0.7389937106918238,1.553191489361702
70,0.7469512195121951,1.530612244897959
71,0.6155913978494624,1.5327510917030567
72,0.7551622418879056,1.484375
73,0.7351097178683386,1.4179104477611941
74,0.7489051094890511,1.557504873294347
75,0.4427860696517413,1.5056179775280898
76,0.5988372093023255,1.441747572815534
77,0.6144927536231884,1.4433962264150944
78,0.5019157088122606,1.4885496183206106
79,0.10638297872340426,0.8
80,0.753030303030303,1.5070422535211268
81,0.7429022082018928,1.4692144373673035
82,0.3795620437956204,1.5192307692307692
83,0.5728155339805825,1.5197740112994351
84,0.7551020408163265,1.494208494208494
85,0.7463343108504399,1.3889980353634577
86,0.5838509316770186,1.5106382978723405
87,0.7470414201183432,1.4792079207920792
88,0.5815384615384616,1.3915343915343916
89,0.7561683599419449,1.5335892514395393
90,0.7510791366906475,1.496168582375479
91,0.6234567901234568,1.5792079207920793
92,0.6053412462908012,1.392156862745098
93,0.4774774774774775,1.4622641509433962
94,0.750728862973761,1.5728155339805825
95,0.6239316239316239,1.5342465753424657
96,0.7629009762900977,1.4204753199268738
97,0.7439759036144579,1.4412955465587045
98,0.08695652173913043,3.0
99,0.4696132596685083,1.411764705882353
100,0.5964391691394659,1.328358208955224
1 obj_id hit_rate avg_age
2 1 0.7439759036144579 1.45748987854251
3 2 0.4528301886792453 1.5416666666666667
4 3 0.7414561664190193 1.4909819639278556
5 4 0.7665260196905767 1.6018348623853211
6 5 0.6 1.5507246376811594
7 6 0.7395993836671803 1.5833333333333333
8 7 0.38686131386861317 1.6603773584905661
9 8 0.7430249632892805 1.4703557312252964
10 9 0.7460087082728593 1.461089494163424
11 10 0.7466266866566716 1.4759036144578312
12 11 0.6036585365853658 1.4444444444444444
13 12 0.7528901734104047 1.4491362763915547
14 13 0.7496339677891655 1.537109375
15 14 0.7471264367816092 1.5596153846153846
16 15 0.6075581395348837 1.5023923444976077
17 16 0.5920245398773006 1.5803108808290156
18 17 0.7547169811320755 1.6423076923076922
19 18 0.7510853835021708 1.5260115606936415
20 19 0.5159817351598174 1.6106194690265487
21 20 0.7595628415300546 1.4460431654676258
22 21 0.7631935047361299 1.5088652482269505
23 22 0.7525622254758418 1.5291828793774318
24 23 0.7477611940298508 1.403193612774451
25 24 0.5740181268882175 1.563157894736842
26 25 0.7582872928176796 1.5136612021857923
27 26 0.7485549132947977 1.5347490347490347
28 27 0.7574468085106383 1.4138576779026217
29 28 0.3722627737226277 1.5098039215686274
30 29 0.7514880952380952 1.506930693069307
31 30 0.7463976945244957 1.555984555984556
32 31 0.7477744807121661 1.5297619047619047
33 32 0.3888888888888889 1.5
34 33 0.7492537313432835 1.4302788844621515
35 34 0.3191489361702128 1.3777777777777778
36 35 0.7465857359635811 1.5142276422764227
37 36 0.7539797395079595 1.5009596928982725
38 37 0.7611940298507462 1.5080213903743316
39 38 0.4885844748858447 1.5794392523364487
40 39 0.28 1.6785714285714286
41 40 0.7591036414565826 1.6199261992619927
42 41 0.42391304347826086 1.7179487179487178
43 42 0.43478260869565216 1.6857142857142857
44 43 0.6187845303867403 1.3392857142857142
45 44 0.7543103448275862 1.5447619047619048
46 45 0.7320574162679426 1.5359477124183007
47 46 0.7515432098765432 1.5010266940451746
48 47 0.22641509433962265 1.9166666666666667
49 48 0.7485207100591716 1.5118577075098814
50 49 0.7398119122257053 1.4406779661016949
51 50 0.7459138187221397 1.4760956175298805
52 51 0.390625 1.44
53 52 0.21176470588235294 1.2777777777777777
54 53 0.7657295850066934 1.4912587412587412
55 54 0.76 1.5432330827067668
56 55 0.75254730713246 1.4700193423597678
57 56 0.7541666666666667 1.3922651933701657
58 57 0.7536231884057971 1.5288461538461537
59 58 0.1 1.5
60 59 0.6069182389937107 1.5025906735751295
61 60 0.7492581602373887 1.508910891089109
62 61 0.21739130434782608 0.6
63 62 0.755524861878453 1.5045703839122486
64 63 0.7420382165605095 1.4785407725321889
65 64 0.6028985507246377 1.4519230769230769
66 65 0.748898678414097 1.4843137254901961
67 66 0.2328767123287671 1.588235294117647
68 67 0.7434715821812596 1.493801652892562
69 68 0.0 0.0
70 69 0.7389937106918238 1.553191489361702
71 70 0.7469512195121951 1.530612244897959
72 71 0.6155913978494624 1.5327510917030567
73 72 0.7551622418879056 1.484375
74 73 0.7351097178683386 1.4179104477611941
75 74 0.7489051094890511 1.557504873294347
76 75 0.4427860696517413 1.5056179775280898
77 76 0.5988372093023255 1.441747572815534
78 77 0.6144927536231884 1.4433962264150944
79 78 0.5019157088122606 1.4885496183206106
80 79 0.10638297872340426 0.8
81 80 0.753030303030303 1.5070422535211268
82 81 0.7429022082018928 1.4692144373673035
83 82 0.3795620437956204 1.5192307692307692
84 83 0.5728155339805825 1.5197740112994351
85 84 0.7551020408163265 1.494208494208494
86 85 0.7463343108504399 1.3889980353634577
87 86 0.5838509316770186 1.5106382978723405
88 87 0.7470414201183432 1.4792079207920792
89 88 0.5815384615384616 1.3915343915343916
90 89 0.7561683599419449 1.5335892514395393
91 90 0.7510791366906475 1.496168582375479
92 91 0.6234567901234568 1.5792079207920793
93 92 0.6053412462908012 1.392156862745098
94 93 0.4774774774774775 1.4622641509433962
95 94 0.750728862973761 1.5728155339805825
96 95 0.6239316239316239 1.5342465753424657
97 96 0.7629009762900977 1.4204753199268738
98 97 0.7439759036144579 1.4412955465587045
99 98 0.08695652173913043 3.0
100 99 0.4696132596685083 1.411764705882353
101 100 0.5964391691394659 1.328358208955224

View File

@@ -0,0 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.6224679450442043,1.4900421658850633
std,0.18900729549961315,0.2559552015594171
min,0.0,0.0
25%,0.5737174786613087,1.4512263767901963
50%,0.7429635857455866,1.5035805287436892
75%,0.7511860614361519,1.5382486979166667
max,0.7665260196905767,3.0
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.6224679450442043 1.4900421658850633
4 std 0.18900729549961315 0.2559552015594171
5 min 0.0 0.0
6 25% 0.5737174786613087 1.4512263767901963
7 50% 0.7429635857455866 1.5035805287436892
8 75% 0.7511860614361519 1.5382486979166667
9 max 0.7665260196905767 3.0

View File

@@ -0,0 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,527,137,0,1,52.83
2,212,112,100,0,3,79.79
3,673,537,136,0,1,80.87
4,711,575,136,0,1,68.99
5,345,238,107,0,2,79.35
6,649,515,134,0,1,43.8
7,137,60,77,0,5,80.32
8,681,547,134,0,1,79.97
9,689,551,138,0,1,79.31
10,667,529,138,0,1,68.29
11,328,224,104,0,2,80.2
12,692,555,137,0,1,80.09
13,683,547,136,0,1,80.6
14,696,561,135,0,1,67.15
15,344,231,113,0,2,65.64
16,326,214,112,0,2,80.12
17,689,552,137,0,1,80.32
18,691,555,136,0,1,55.71
19,219,122,97,0,3,80.87
20,732,592,140,0,1,81.33
21,739,601,138,0,1,79.8
22,683,545,138,0,1,79.85
23,670,535,135,0,1,67.07
24,331,222,109,0,2,80.66
25,724,584,140,0,1,80.35
26,692,556,136,0,1,80.85
27,705,570,135,0,1,43.8
28,137,60,77,0,5,79.76
29,672,536,136,0,1,79.83
30,694,554,140,0,1,79.82
31,674,538,136,0,1,47.92
32,144,69,75,0,4,79.55
33,670,533,137,0,1,43.26
34,141,61,80,0,4,79.51
35,659,524,135,0,1,80.03
36,691,553,138,0,1,80.73
37,737,595,142,0,1,57.08
38,219,125,94,0,3,37.0
39,100,37,63,0,8,80.39
40,714,574,140,0,1,50.54
41,184,93,91,0,4,47.83
42,161,77,84,0,4,68.51
43,362,248,114,0,2,80.6
44,696,561,135,0,1,78.63
45,627,493,134,0,1,79.63
46,648,516,132,0,1,24.53
47,53,13,40,0,10,79.73
48,676,539,137,0,1,78.68
49,638,502,136,0,1,79.35
50,673,534,139,0,1,42.97
51,128,55,73,0,5,30.59
52,85,26,59,0,9,81.12
53,747,606,141,0,1,81.0
54,700,567,133,0,1,80.2
55,687,551,136,0,1,81.25
56,720,585,135,0,1,79.57
57,690,549,141,0,1,12.5
58,40,5,35,0,17,65.72
59,318,209,109,0,2,79.82
60,674,538,136,0,1,21.74
61,23,5,18,0,26,80.94
62,724,586,138,0,1,78.34
63,628,492,136,0,1,66.96
64,345,231,114,0,2,80.62
65,681,549,132,0,1,28.77
66,73,21,52,0,10,79.57
67,651,518,133,0,1,0.0
68,10,0,10,0,69,78.46
69,636,499,137,0,1,79.73
70,656,523,133,0,1,67.74
71,372,252,120,0,2,80.38
72,678,545,133,0,1,79.31
73,638,506,132,0,1,79.85
74,685,547,138,0,1,52.24
75,201,105,96,0,3,65.99
76,344,227,117,0,2,68.41
77,345,236,109,0,2,59.0
78,261,154,107,0,3,14.89
79,47,7,40,0,15,79.7
80,660,526,134,0,1,79.02
81,634,501,133,0,1,43.07
82,137,59,78,0,5,65.05
83,309,201,108,0,2,80.47
84,686,552,134,0,1,79.47
85,682,542,140,0,1,64.91
86,322,209,113,0,2,79.14
87,676,535,141,0,1,65.23
88,325,212,113,0,2,80.41
89,689,554,135,0,1,80.43
90,695,559,136,0,1,67.59
91,324,219,105,0,2,67.36
92,337,227,110,0,2,56.76
93,222,126,96,0,3,79.74
94,686,547,139,0,1,68.38
95,351,240,111,0,2,80.61
96,717,578,139,0,1,79.52
97,664,528,136,0,1,17.39
98,23,4,19,0,37,53.04
99,181,96,85,0,4,68.25
1 access_count hits misses mu lambda hit_rate
2 1 664 527 137 0 1 52.83
3 2 212 112 100 0 3 79.79
4 3 673 537 136 0 1 80.87
5 4 711 575 136 0 1 68.99
6 5 345 238 107 0 2 79.35
7 6 649 515 134 0 1 43.8
8 7 137 60 77 0 5 80.32
9 8 681 547 134 0 1 79.97
10 9 689 551 138 0 1 79.31
11 10 667 529 138 0 1 68.29
12 11 328 224 104 0 2 80.2
13 12 692 555 137 0 1 80.09
14 13 683 547 136 0 1 80.6
15 14 696 561 135 0 1 67.15
16 15 344 231 113 0 2 65.64
17 16 326 214 112 0 2 80.12
18 17 689 552 137 0 1 80.32
19 18 691 555 136 0 1 55.71
20 19 219 122 97 0 3 80.87
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View File

@@ -0,0 +1,101 @@
obj_id,hit_rate,avg_age
1,0.7936746987951807,1.9316888045540797
2,0.5283018867924528,2.080357142857143
3,0.7979197622585439,2.0242085661080074
4,0.8087201125175809,2.1339130434782607
5,0.6898550724637681,2.168067226890756
6,0.7935285053929122,1.9300970873786407
7,0.43795620437956206,1.9333333333333333
8,0.8032305433186491,2.03290676416819
9,0.7997097242380261,1.9945553539019965
10,0.7931034482758621,2.007561436672968
11,0.6829268292682927,1.9866071428571428
12,0.8020231213872833,1.936936936936937
13,0.8008784773060029,2.113345521023766
14,0.8060344827586207,1.9946524064171123
15,0.6715116279069767,1.8874458874458875
16,0.656441717791411,2.046728971962617
17,0.8011611030478955,1.9728260869565217
18,0.8031837916063675,2.045045045045045
19,0.5570776255707762,1.9344262295081966
20,0.8087431693989071,2.0591216216216215
21,0.8132611637347767,2.043261231281198
22,0.7979502196193266,1.9064220183486238
23,0.7985074626865671,1.97196261682243
24,0.6706948640483383,2.1036036036036037
25,0.8066298342541437,1.9777397260273972
26,0.8034682080924855,2.1097122302158273
27,0.8085106382978723,2.1070175438596492
28,0.43795620437956206,2.1666666666666665
29,0.7976190476190477,1.9011194029850746
30,0.7982708933717579,1.96028880866426
31,0.798219584569733,2.0780669144981414
32,0.4791666666666667,2.1594202898550723
33,0.7955223880597015,1.8818011257035647
34,0.4326241134751773,2.2131147540983607
35,0.795144157814871,2.068702290076336
36,0.8002894356005789,1.9620253164556962
37,0.8073270013568521,1.946218487394958
38,0.5707762557077626,2.096
39,0.37,2.27027027027027
40,0.803921568627451,2.06794425087108
41,0.5054347826086957,2.204301075268817
42,0.4782608695652174,2.1948051948051948
43,0.6850828729281768,1.8830645161290323
44,0.8060344827586207,2.0089126559714794
45,0.7862838915470495,1.997971602434077
46,0.7962962962962963,2.0174418604651163
47,0.24528301886792453,2.1538461538461537
48,0.7973372781065089,1.9851576994434137
49,0.786833855799373,2.0358565737051793
50,0.7934621099554234,1.9194756554307115
51,0.4296875,1.6363636363636365
52,0.3058823529411765,1.8846153846153846
53,0.8112449799196787,2.0132013201320134
54,0.81,2.0
55,0.8020378457059679,1.9310344827586208
56,0.8125,1.982905982905983
57,0.7956521739130434,2.0491803278688523
58,0.125,2.2
59,0.6572327044025157,1.9569377990430623
60,0.798219584569733,2.029739776951673
61,0.21739130434782608,0.6
62,0.8093922651933702,1.9112627986348123
63,0.7834394904458599,1.8333333333333333
64,0.6695652173913044,1.948051948051948
65,0.8061674008810573,2.034608378870674
66,0.2876712328767123,2.0952380952380953
67,0.7956989247311828,2.0656370656370657
68,0.0,0.0
69,0.7845911949685535,1.9799599198396793
70,0.7972560975609756,2.0095602294455066
71,0.6774193548387096,1.9722222222222223
72,0.803834808259587,1.891743119266055
73,0.7931034482758621,1.8893280632411067
74,0.7985401459854015,2.043875685557587
75,0.5223880597014925,2.2095238095238097
76,0.6598837209302325,1.9955947136563876
77,0.6840579710144927,2.0254237288135593
78,0.5900383141762452,2.0064935064935066
79,0.14893617021276595,1.5714285714285714
80,0.796969696969697,2.0
81,0.7902208201892744,2.0339321357285427
82,0.4306569343065693,1.8644067796610169
83,0.6504854368932039,2.2487562189054726
84,0.8046647230320699,1.9909420289855073
85,0.7947214076246334,1.985239852398524
86,0.6490683229813664,1.8229665071770336
87,0.7914201183431953,2.0261682242990653
88,0.6523076923076923,1.9575471698113207
89,0.8040638606676342,1.94043321299639
90,0.8043165467625899,2.0697674418604652
91,0.6759259259259259,1.9680365296803652
92,0.6735905044510386,1.9162995594713657
93,0.5675675675675675,1.9523809523809523
94,0.7973760932944607,2.1316270566727606
95,0.6837606837606838,2.0208333333333335
96,0.806136680613668,2.0328719723183393
97,0.7951807228915663,1.9109848484848484
98,0.17391304347826086,3.0
99,0.5303867403314917,1.8854166666666667
100,0.6824925816023739,1.8956521739130434
1 obj_id hit_rate avg_age
2 1 0.7936746987951807 1.9316888045540797
3 2 0.5283018867924528 2.080357142857143
4 3 0.7979197622585439 2.0242085661080074
5 4 0.8087201125175809 2.1339130434782607
6 5 0.6898550724637681 2.168067226890756
7 6 0.7935285053929122 1.9300970873786407
8 7 0.43795620437956206 1.9333333333333333
9 8 0.8032305433186491 2.03290676416819
10 9 0.7997097242380261 1.9945553539019965
11 10 0.7931034482758621 2.007561436672968
12 11 0.6829268292682927 1.9866071428571428
13 12 0.8020231213872833 1.936936936936937
14 13 0.8008784773060029 2.113345521023766
15 14 0.8060344827586207 1.9946524064171123
16 15 0.6715116279069767 1.8874458874458875
17 16 0.656441717791411 2.046728971962617
18 17 0.8011611030478955 1.9728260869565217
19 18 0.8031837916063675 2.045045045045045
20 19 0.5570776255707762 1.9344262295081966
21 20 0.8087431693989071 2.0591216216216215
22 21 0.8132611637347767 2.043261231281198
23 22 0.7979502196193266 1.9064220183486238
24 23 0.7985074626865671 1.97196261682243
25 24 0.6706948640483383 2.1036036036036037
26 25 0.8066298342541437 1.9777397260273972
27 26 0.8034682080924855 2.1097122302158273
28 27 0.8085106382978723 2.1070175438596492
29 28 0.43795620437956206 2.1666666666666665
30 29 0.7976190476190477 1.9011194029850746
31 30 0.7982708933717579 1.96028880866426
32 31 0.798219584569733 2.0780669144981414
33 32 0.4791666666666667 2.1594202898550723
34 33 0.7955223880597015 1.8818011257035647
35 34 0.4326241134751773 2.2131147540983607
36 35 0.795144157814871 2.068702290076336
37 36 0.8002894356005789 1.9620253164556962
38 37 0.8073270013568521 1.946218487394958
39 38 0.5707762557077626 2.096
40 39 0.37 2.27027027027027
41 40 0.803921568627451 2.06794425087108
42 41 0.5054347826086957 2.204301075268817
43 42 0.4782608695652174 2.1948051948051948
44 43 0.6850828729281768 1.8830645161290323
45 44 0.8060344827586207 2.0089126559714794
46 45 0.7862838915470495 1.997971602434077
47 46 0.7962962962962963 2.0174418604651163
48 47 0.24528301886792453 2.1538461538461537
49 48 0.7973372781065089 1.9851576994434137
50 49 0.786833855799373 2.0358565737051793
51 50 0.7934621099554234 1.9194756554307115
52 51 0.4296875 1.6363636363636365
53 52 0.3058823529411765 1.8846153846153846
54 53 0.8112449799196787 2.0132013201320134
55 54 0.81 2.0
56 55 0.8020378457059679 1.9310344827586208
57 56 0.8125 1.982905982905983
58 57 0.7956521739130434 2.0491803278688523
59 58 0.125 2.2
60 59 0.6572327044025157 1.9569377990430623
61 60 0.798219584569733 2.029739776951673
62 61 0.21739130434782608 0.6
63 62 0.8093922651933702 1.9112627986348123
64 63 0.7834394904458599 1.8333333333333333
65 64 0.6695652173913044 1.948051948051948
66 65 0.8061674008810573 2.034608378870674
67 66 0.2876712328767123 2.0952380952380953
68 67 0.7956989247311828 2.0656370656370657
69 68 0.0 0.0
70 69 0.7845911949685535 1.9799599198396793
71 70 0.7972560975609756 2.0095602294455066
72 71 0.6774193548387096 1.9722222222222223
73 72 0.803834808259587 1.891743119266055
74 73 0.7931034482758621 1.8893280632411067
75 74 0.7985401459854015 2.043875685557587
76 75 0.5223880597014925 2.2095238095238097
77 76 0.6598837209302325 1.9955947136563876
78 77 0.6840579710144927 2.0254237288135593
79 78 0.5900383141762452 2.0064935064935066
80 79 0.14893617021276595 1.5714285714285714
81 80 0.796969696969697 2.0
82 81 0.7902208201892744 2.0339321357285427
83 82 0.4306569343065693 1.8644067796610169
84 83 0.6504854368932039 2.2487562189054726
85 84 0.8046647230320699 1.9909420289855073
86 85 0.7947214076246334 1.985239852398524
87 86 0.6490683229813664 1.8229665071770336
88 87 0.7914201183431953 2.0261682242990653
89 88 0.6523076923076923 1.9575471698113207
90 89 0.8040638606676342 1.94043321299639
91 90 0.8043165467625899 2.0697674418604652
92 91 0.6759259259259259 1.9680365296803652
93 92 0.6735905044510386 1.9162995594713657
94 93 0.5675675675675675 1.9523809523809523
95 94 0.7973760932944607 2.1316270566727606
96 95 0.6837606837606838 2.0208333333333335
97 96 0.806136680613668 2.0328719723183393
98 97 0.7951807228915663 1.9109848484848484
99 98 0.17391304347826086 3.0
100 99 0.5303867403314917 1.8854166666666667
101 100 0.6824925816023739 1.8956521739130434

View File

@@ -0,0 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.6783420943812974,1.9802754170895376
std,0.18732473237217517,0.28636988978093675
min,0.0,0.0
25%,0.6501311584152445,1.9341530054644809
50%,0.7932827791156427,1.9989858012170385
75%,0.800949133741476,2.0662138619455694
max,0.8132611637347767,3.0
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.6783420943812974 1.9802754170895376
4 std 0.18732473237217517 0.28636988978093675
5 min 0.0 0.0
6 25% 0.6501311584152445 1.9341530054644809
7 50% 0.7932827791156427 1.9989858012170385
8 75% 0.800949133741476 2.0662138619455694
9 max 0.8132611637347767 3.0

View File

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

View File

@@ -0,0 +1,101 @@
obj_id,hit_rate,avg_age
1,0.8283132530120482,2.596363636363636
2,0.5849056603773585,2.524193548387097
3,0.8320950965824666,2.405357142857143
4,0.8410689170182841,2.4013377926421406
5,0.7217391304347827,2.4698795180722892
6,0.8243451463790447,2.3906542056074764
7,0.5036496350364964,2.739130434782609
8,0.8340675477239354,2.433098591549296
9,0.8374455732946299,2.5095320623916813
10,0.8290854572713643,2.5750452079566
11,0.7134146341463414,2.4188034188034186
12,0.8367052023121387,2.5250431778929188
13,0.8345534407027818,2.5526315789473686
14,0.8347701149425287,2.495697074010327
15,0.7063953488372093,2.522633744855967
16,0.7177914110429447,2.7777777777777777
17,0.8345428156748912,2.4991304347826087
18,0.8364688856729378,2.48961937716263
19,0.6255707762557078,2.562043795620438
20,0.842896174863388,2.521880064829822
21,0.8443843031123139,2.4759615384615383
22,0.8330893118594437,2.4938488576449913
23,0.8313432835820895,2.466786355475763
24,0.7129909365558912,2.5466101694915255
25,0.8383977900552486,2.3789126853377267
26,0.8338150289017341,2.5753899480069324
27,0.8368794326241135,2.422033898305085
28,0.48175182481751827,2.5757575757575757
29,0.8303571428571429,2.4408602150537635
30,0.8342939481268011,2.597582037996546
31,0.8323442136498517,2.443850267379679
32,0.5138888888888888,2.554054054054054
33,0.8313432835820895,2.443447037701975
34,0.48936170212765956,2.6231884057971016
35,0.8300455235204856,2.409506398537477
36,0.8335745296671491,2.4444444444444446
37,0.8466757123473542,2.3846153846153846
38,0.6255707762557078,2.81021897810219
39,0.41,2.5121951219512195
40,0.8361344537815126,2.5008375209380236
41,0.5597826086956522,2.5728155339805827
42,0.5714285714285714,2.6847826086956523
43,0.7375690607734806,2.397003745318352
44,0.8390804597701149,2.4914383561643834
45,0.8245614035087719,2.4545454545454546
46,0.8271604938271605,2.5167910447761193
47,0.3018867924528302,2.9375
48,0.8313609467455622,2.597864768683274
49,0.822884012539185,2.5238095238095237
50,0.8306092124814265,2.4991055456171734
51,0.4921875,2.3492063492063493
52,0.3411764705882353,2.1724137931034484
53,0.8433734939759037,2.5365079365079364
54,0.8385714285714285,2.5792163543441227
55,0.834061135371179,2.4223385689354275
56,0.8375,2.527363184079602
57,0.8333333333333334,2.3756521739130436
58,0.175,3.0
59,0.7012578616352201,2.506726457399103
60,0.8293768545994066,2.4686940966010735
61,0.21739130434782608,0.6
62,0.8383977900552486,2.6227347611202636
63,0.821656050955414,2.4108527131782944
64,0.7159420289855073,2.42914979757085
65,0.8311306901615272,2.57773851590106
66,0.3150684931506849,2.782608695652174
67,0.8310291858678955,2.478743068391867
68,0.0,0.0
69,0.8254716981132075,2.459047619047619
70,0.8262195121951219,2.559040590405904
71,0.7311827956989247,2.6544117647058822
72,0.8348082595870207,2.487632508833922
73,0.8213166144200627,2.427480916030534
74,0.8291970802919708,2.482394366197183
75,0.5771144278606966,2.7327586206896552
76,0.7267441860465116,2.576
77,0.7217391304347827,2.4859437751004014
78,0.6475095785440613,2.5562130177514795
79,0.19148936170212766,2.5555555555555554
80,0.8348484848484848,2.6515426497277677
81,0.8217665615141956,2.44721689059501
82,0.5109489051094891,2.557142857142857
83,0.6957928802588996,2.7209302325581395
84,0.8352769679300291,2.4694589877835953
85,0.8284457478005866,2.320353982300885
86,0.7111801242236024,2.6026200873362444
87,0.8328402366863905,2.644760213143872
88,0.6861538461538461,2.4260089686098656
89,0.8316400580551524,2.5095986038394416
90,0.8330935251798561,2.542314335060449
91,0.7314814814814815,2.261603375527426
92,0.7210682492581603,2.316872427983539
93,0.6351351351351351,2.5106382978723403
94,0.8309037900874635,2.507017543859649
95,0.717948717948718,2.373015873015873
96,0.8465829846582985,2.4365733113673804
97,0.8328313253012049,2.54249547920434
98,0.21739130434782608,3.4
99,0.569060773480663,2.320388349514563
100,0.7062314540059347,2.3529411764705883
1 obj_id hit_rate avg_age
2 1 0.8283132530120482 2.596363636363636
3 2 0.5849056603773585 2.524193548387097
4 3 0.8320950965824666 2.405357142857143
5 4 0.8410689170182841 2.4013377926421406
6 5 0.7217391304347827 2.4698795180722892
7 6 0.8243451463790447 2.3906542056074764
8 7 0.5036496350364964 2.739130434782609
9 8 0.8340675477239354 2.433098591549296
10 9 0.8374455732946299 2.5095320623916813
11 10 0.8290854572713643 2.5750452079566
12 11 0.7134146341463414 2.4188034188034186
13 12 0.8367052023121387 2.5250431778929188
14 13 0.8345534407027818 2.5526315789473686
15 14 0.8347701149425287 2.495697074010327
16 15 0.7063953488372093 2.522633744855967
17 16 0.7177914110429447 2.7777777777777777
18 17 0.8345428156748912 2.4991304347826087
19 18 0.8364688856729378 2.48961937716263
20 19 0.6255707762557078 2.562043795620438
21 20 0.842896174863388 2.521880064829822
22 21 0.8443843031123139 2.4759615384615383
23 22 0.8330893118594437 2.4938488576449913
24 23 0.8313432835820895 2.466786355475763
25 24 0.7129909365558912 2.5466101694915255
26 25 0.8383977900552486 2.3789126853377267
27 26 0.8338150289017341 2.5753899480069324
28 27 0.8368794326241135 2.422033898305085
29 28 0.48175182481751827 2.5757575757575757
30 29 0.8303571428571429 2.4408602150537635
31 30 0.8342939481268011 2.597582037996546
32 31 0.8323442136498517 2.443850267379679
33 32 0.5138888888888888 2.554054054054054
34 33 0.8313432835820895 2.443447037701975
35 34 0.48936170212765956 2.6231884057971016
36 35 0.8300455235204856 2.409506398537477
37 36 0.8335745296671491 2.4444444444444446
38 37 0.8466757123473542 2.3846153846153846
39 38 0.6255707762557078 2.81021897810219
40 39 0.41 2.5121951219512195
41 40 0.8361344537815126 2.5008375209380236
42 41 0.5597826086956522 2.5728155339805827
43 42 0.5714285714285714 2.6847826086956523
44 43 0.7375690607734806 2.397003745318352
45 44 0.8390804597701149 2.4914383561643834
46 45 0.8245614035087719 2.4545454545454546
47 46 0.8271604938271605 2.5167910447761193
48 47 0.3018867924528302 2.9375
49 48 0.8313609467455622 2.597864768683274
50 49 0.822884012539185 2.5238095238095237
51 50 0.8306092124814265 2.4991055456171734
52 51 0.4921875 2.3492063492063493
53 52 0.3411764705882353 2.1724137931034484
54 53 0.8433734939759037 2.5365079365079364
55 54 0.8385714285714285 2.5792163543441227
56 55 0.834061135371179 2.4223385689354275
57 56 0.8375 2.527363184079602
58 57 0.8333333333333334 2.3756521739130436
59 58 0.175 3.0
60 59 0.7012578616352201 2.506726457399103
61 60 0.8293768545994066 2.4686940966010735
62 61 0.21739130434782608 0.6
63 62 0.8383977900552486 2.6227347611202636
64 63 0.821656050955414 2.4108527131782944
65 64 0.7159420289855073 2.42914979757085
66 65 0.8311306901615272 2.57773851590106
67 66 0.3150684931506849 2.782608695652174
68 67 0.8310291858678955 2.478743068391867
69 68 0.0 0.0
70 69 0.8254716981132075 2.459047619047619
71 70 0.8262195121951219 2.559040590405904
72 71 0.7311827956989247 2.6544117647058822
73 72 0.8348082595870207 2.487632508833922
74 73 0.8213166144200627 2.427480916030534
75 74 0.8291970802919708 2.482394366197183
76 75 0.5771144278606966 2.7327586206896552
77 76 0.7267441860465116 2.576
78 77 0.7217391304347827 2.4859437751004014
79 78 0.6475095785440613 2.5562130177514795
80 79 0.19148936170212766 2.5555555555555554
81 80 0.8348484848484848 2.6515426497277677
82 81 0.8217665615141956 2.44721689059501
83 82 0.5109489051094891 2.557142857142857
84 83 0.6957928802588996 2.7209302325581395
85 84 0.8352769679300291 2.4694589877835953
86 85 0.8284457478005866 2.320353982300885
87 86 0.7111801242236024 2.6026200873362444
88 87 0.8328402366863905 2.644760213143872
89 88 0.6861538461538461 2.4260089686098656
90 89 0.8316400580551524 2.5095986038394416
91 90 0.8330935251798561 2.542314335060449
92 91 0.7314814814814815 2.261603375527426
93 92 0.7210682492581603 2.316872427983539
94 93 0.6351351351351351 2.5106382978723403
95 94 0.8309037900874635 2.507017543859649
96 95 0.717948717948718 2.373015873015873
97 96 0.8465829846582985 2.4365733113673804
98 97 0.8328313253012049 2.54249547920434
99 98 0.21739130434782608 3.4
100 99 0.569060773480663 2.320388349514563
101 100 0.7062314540059347 2.3529411764705883

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@@ -0,0 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.7175225869007572,2.4791552890507336
std,0.1841955218651161,0.35131346514105605
min,0.0,0.0
25%,0.6933831217326363,2.4321113930546847
50%,0.8266900030111413,2.503781989168563
75%,0.8338765555190953,2.573372952474587
max,0.8466757123473542,3.4
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.7175225869007572 2.4791552890507336
4 std 0.1841955218651161 0.35131346514105605
5 min 0.0 0.0
6 25% 0.6933831217326363 2.4321113930546847
7 50% 0.8266900030111413 2.503781989168563
8 75% 0.8338765555190953 2.573372952474587
9 max 0.8466757123473542 3.4

15
experiments/README.md Normal file
View File

@@ -0,0 +1,15 @@
# Experiments: No Refresh with variable TTL
Explanation for files in each experiment:
- `details.csv`: Access Count, Hit, Miss, Mu, Lambda and Hit Rate for each object
- `hit_age.csv`: Shows hit rate/average age at time of request for each object.
- `lambda_distribution.pdf`: Lambda Distribution across all objects/discrete
values of the Zipf distribution
- `objects_in_cache_over_time.pdf`: Amount of cache entries at given time.
- `overall_hit_age.csv`: Cumulative description of `hit_age.csv`
Length of simulation doesn't change much since we're not touching the request
rate across the simulations.
Break condition for the simulation is when the each database object has been
requested at least `ACCESS_COUNT_LIMIT` (i.e. 10) times.