feat(simulation): add expected age computation and enhance statistics reporting

- Increased `ACCESS_COUNT_LIMIT` to extend simulation runtime.
- Introduced `expected_age` metric based on hit rates for additional insights.
- Calculated and exported `age_delta` for comparing average and expected ages.
- Improved data exports to include detailed metrics for analysis.

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
This commit is contained in:
Tuan-Dat Tran
2024-11-29 14:42:52 +01:00
parent 6672608721
commit f32588340d
41 changed files with 13020 additions and 3361 deletions

View File

@@ -1,100 +1,101 @@
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90,1030,820,210,0,1,0.7961165048543689,1.5388349514563107,0.3169007446507682,1.2219342068055425
91,1067,853,214,0,1,0.7994376757263355,1.5829428303655109,0.3195502986853628,1.263392531680148
92,10619,10359,260,0,10,0.9755155852716828,1.9609191072605707,0.4758153285539769,1.485103778706594
93,2161,1923,238,0,2,0.8898658028690422,1.7954650624710782,0.39593057355788247,1.3995344889131958
94,2104,1869,235,0,2,0.8883079847908745,1.7599809885931559,0.39454553792161223,1.3654354506715436
95,2143,1906,237,0,2,0.8894073728418106,1.7223518432104525,0.39552273743268573,1.3268291057777668
96,1124,905,219,0,1,0.8051601423487544,1.5951957295373667,0.32414142741353325,1.2710543021238334
97,1036,824,212,0,1,0.7953667953667953,1.6303088803088803,0.31630416958602287,1.3140047107228574
98,1066,850,216,0,1,0.797373358348968,1.596622889305816,0.3179021363023559,1.27872075300346
99,2203,1964,239,0,2,0.8915115751248298,1.7748524738992284,0.39739644429077753,1.3774560296084508
100,2107,1867,240,0,2,0.88609397247271,1.7508305647840532,0.3925812640262339,1.3582493007578194
1 obj_id access_count hits misses mu lambda hit_rate avg_age expected_age age_delta
2 1 113 1046 90 835 23 211 0 1 0.8110236220472441 0.7982791586998088 1.4566929133858268 1.511472275334608 0.31862480760723727 1.1928474677273706
3 2 127 3155 103 2907 24 248 0 1 3 0.7983193277310925 0.9213946117274168 1.588235294117647 1.8263074484944533 0.42448401526015855 1.4018234332342947
4 3 119 1124 95 909 24 215 0 1 0.9232876712328767 0.8087188612099644 1.7808219178082192 1.596085409252669 0.3270130982383708 1.2690723110142983
5 4 365 1092 337 876 28 216 0 3 1 0.8910505836575876 0.8021978021978022 1.7704280155642023 1.6272893772893773 0.3217606569254921 1.3055287203638852
6 5 257 2111 229 1876 28 235 0 2 0.9509306260575296 0.8886783514921838 1.9137055837563453 1.7721459024159165 0.3948746062054327 1.3772712962104838
7 6 591 1096 562 883 29 213 0 5 1 0.9398340248962656 0.8056569343065694 1.7738589211618256 1.6177007299270072 0.32454154789812995 1.2931591820288773
8 7 482 36484 453 36219 29 265 0 4 34 0.8217054263565892 0.9927365420458283 1.7596899224806202 1.9837737090231333 0.4927629209565543 1.491010788066579
9 8 129 1106 106 890 23 216 0 1 0.8015267175572519 0.8047016274864376 1.3206106870229009 1.6012658227848102 0.3237723546396607 1.2774934681451495
10 9 131 7586 105 7329 26 257 0 1 7 0.8865546218487395 0.9661218033219088 1.684873949579832 1.9272343791194306 0.4666956694269885 1.4605387096924423
11 10 238 1061 211 850 27 211 0 2 1 0.8148148148148148 0.8011310084825636 1.6592592592592592 1.589066918001885 0.32090544637614465 1.2681614716257403
12 11 135 3225 110 2979 25 246 0 1 3 0.9660818713450292 0.9237209302325582 2.024561403508772 1.8316279069767443 0.4266301784748513 1.4049977285018929
13 12 855 1115 826 899 29 216 0 7 1 0.7964601769911505 0.8062780269058296 1.6194690265486726 1.5919282511210762 0.32504212833557883 1.2668861227854973
14 13 113 3169 90 2924 23 245 0 1 3 0.9781954887218045 0.9226885452824235 1.8406015037593986 1.8554749132218364 0.4256770757976974 1.4297978374241391
15 14 1330 11820 1301 11559 29 261 0 11 0.941544885177453 0.9779187817258883 1.8246346555323592 1.9683587140439933 0.4781625718261228 1.4901961422178704
16 15 479 1094 451 883 28 211 0 4 1 0.9247311827956989 0.8071297989031079 1.8629032258064515 1.6206581352833638 0.3257292561386857 1.294928879144678
17 16 372 1056 344 844 28 212 0 3 1 0.8062015503875969 0.7992424242424242 1.689922480620155 1.6420454545454546 0.3193942263544536 1.322651228191001
18 17 129 1067 104 853 25 214 0 1 0.7966101694915254 0.7994376757263355 1.6016949152542372 1.5941893158388003 0.3195502986853628 1.2746390171534374
19 18 118 1078 94 862 24 216 0 1 0.8849557522123894 0.7996289424860853 1.8185840707964602 1.5584415584415585 0.31970322283070757 1.238738335610851
20 19 226 1058 200 843 26 215 0 2 1 0.7948717948717948 0.7967863894139886 1.6666666666666667 1.61531190926276 0.31743427517769013 1.2978776340850697
21 20 117 1073 93 861 24 212 0 1 0.9568452380952381 0.8024231127679403 1.9345238095238095 1.6150978564771667 0.32194142595209535 1.2931564305250713
22 21 672 1037 643 822 29 215 0 6 1 0.9449715370018975 0.7926711668273867 1.8444022770398483 1.5641272902603665 0.31416378935974537 1.2499635009006211
23 22 527 1075 498 862 29 213 0 4 1 0.8106060606060606 0.8018604651162791 1.5757575757575757 1.6353488372093024 0.3214901027582477 1.3138587344510546
24 23 132 1030 107 821 25 209 0 1 0.7837837837837838 0.7970873786407767 1.4594594594594594 1.5747572815533981 0.3176741445942125 1.2570831369591855
25 24 111 1064 87 852 24 212 0 1 0.7663551401869159 0.8007518796992481 1.7289719626168225 1.6165413533834587 0.32060178642093956 1.295939566962519
26 25 107 5471 82 5216 25 255 0 1 5 0.7641509433962265 0.9533906050082251 1.509433962264151 1.9296289526594772 0.4544768228589748 1.4751521298005024
27 26 106 128924 81 128658 25 266 0 1 121 0.8067226890756303 0.9979367689491483 1.6722689075630253 1.9766296422698644 0.49793889741033287 1.4786907448595314
28 27 119 1072 96 855 23 217 0 1 0.8812785388127854 0.7975746268656716 1.82648401826484 1.6100746268656716 0.31806264270995765 1.2920119841557138
29 28 219 2007 193 1773 26 234 0 2 0.8893280632411067 0.8834080717488789 1.841897233201581 1.7842551071250623 0.3902049106155362 1.394050196509526
30 29 253 2180 225 1943 28 237 0 2 0.7807017543859649 0.8912844036697247 1.5614035087719298 1.7605504587155962 0.3971939441124484 1.3633565146031479
31 30 114 27777 89 27513 25 264 0 1 26 0.8715596330275229 0.9904957338805487 1.9220183486238531 1.9725672318824927 0.49054089941778334 1.4820263324647094
32 31 218 1032 190 816 28 216 0 2 1 0.7863247863247863 0.7906976744186046 1.5042735042735043 1.569767441860465 0.3126014061654948 1.2571660356949703
33 32 117 1025 92 812 25 213 0 1 0.8 0.7921951219512195 1.6833333333333333 1.575609756097561 0.3137865556216538 1.2618232004759071
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38 37 118 4275 94 4023 24 252 0 1 4 0.9588068181818182 0.9410526315789474 1.9630681818181819 1.88046783625731 0.44279002770083103 1.437677808556479
39 38 704 1028 675 815 29 213 0 6 1 0.7946428571428571 0.7928015564202334 1.6607142857142858 1.5807392996108949 0.31426715393117227 1.2664721456797225
40 39 112 1068 89 856 23 212 0 1 0.8130081300813008 0.8014981273408239 1.6910569105691058 1.5795880149812733 0.3211996240654238 1.2583883909158495
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44 43 814 2067 785 1833 29 234 0 7 2 0.9245810055865922 0.8867924528301887 1.8463687150837989 1.7397194000967586 0.39320042719829124 1.3465189728984674
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55 54 236 14782 209 14520 27 262 0 2 14 0.8 0.9822757407657963 1.4608695652173913 1.9263293194425652 0.4824328154484969 1.4438965039940683
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View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
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obj_id,hit_rate,avg_age,expected_age
1,0.7982791586998088,1.511472275334608,0.31862480760723727
2,0.9213946117274168,1.8263074484944533,0.42448401526015855
3,0.8087188612099644,1.596085409252669,0.3270130982383708
4,0.8021978021978022,1.6272893772893773,0.3217606569254921
5,0.8886783514921838,1.7721459024159165,0.3948746062054327
6,0.8056569343065694,1.6177007299270072,0.32454154789812995
7,0.9927365420458283,1.9837737090231333,0.4927629209565543
8,0.8047016274864376,1.6012658227848102,0.3237723546396607
9,0.9661218033219088,1.9272343791194306,0.4666956694269885
10,0.8011310084825636,1.589066918001885,0.32090544637614465
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14,0.9779187817258883,1.9683587140439933,0.4781625718261228
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20,0.8024231127679403,1.6150978564771667,0.32194142595209535
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100,0.88609397247271,1.7508305647840532,0.3925812640262339
1 obj_id hit_rate avg_age expected_age
2 1 0.7964601769911505 0.7982791586998088 1.6460176991150441 1.511472275334608 0.31862480760723727
3 2 0.8110236220472441 0.9213946117274168 1.4566929133858268 1.8263074484944533 0.42448401526015855
4 3 0.7983193277310925 0.8087188612099644 1.588235294117647 1.596085409252669 0.3270130982383708
5 4 0.9232876712328767 0.8021978021978022 1.7808219178082192 1.6272893772893773 0.3217606569254921
6 5 0.8910505836575876 0.8886783514921838 1.7704280155642023 1.7721459024159165 0.3948746062054327
7 6 0.9509306260575296 0.8056569343065694 1.9137055837563453 1.6177007299270072 0.32454154789812995
8 7 0.9398340248962656 0.9927365420458283 1.7738589211618256 1.9837737090231333 0.4927629209565543
9 8 0.8217054263565892 0.8047016274864376 1.7596899224806202 1.6012658227848102 0.3237723546396607
10 9 0.8015267175572519 0.9661218033219088 1.3206106870229009 1.9272343791194306 0.4666956694269885
11 10 0.8865546218487395 0.8011310084825636 1.684873949579832 1.589066918001885 0.32090544637614465
12 11 0.8148148148148148 0.9237209302325582 1.6592592592592592 1.8316279069767443 0.4266301784748513
13 12 0.9660818713450292 0.8062780269058296 2.024561403508772 1.5919282511210762 0.32504212833557883
14 13 0.7964601769911505 0.9226885452824235 1.6194690265486726 1.8554749132218364 0.4256770757976974
15 14 0.9781954887218045 0.9779187817258883 1.8406015037593986 1.9683587140439933 0.4781625718261228
16 15 0.941544885177453 0.8071297989031079 1.8246346555323592 1.6206581352833638 0.3257292561386857
17 16 0.9247311827956989 0.7992424242424242 1.8629032258064515 1.6420454545454546 0.3193942263544536
18 17 0.8062015503875969 0.7994376757263355 1.689922480620155 1.5941893158388003 0.3195502986853628
19 18 0.7966101694915254 0.7996289424860853 1.6016949152542372 1.5584415584415585 0.31970322283070757
20 19 0.8849557522123894 0.7967863894139886 1.8185840707964602 1.61531190926276 0.31743427517769013
21 20 0.7948717948717948 0.8024231127679403 1.6666666666666667 1.6150978564771667 0.32194142595209535
22 21 0.9568452380952381 0.7926711668273867 1.9345238095238095 1.5641272902603665 0.31416378935974537
23 22 0.9449715370018975 0.8018604651162791 1.8444022770398483 1.6353488372093024 0.3214901027582477
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26 25 0.7663551401869159 0.9533906050082251 1.7289719626168225 1.9296289526594772 0.4544768228589748
27 26 0.7641509433962265 0.9979367689491483 1.509433962264151 1.9766296422698644 0.49793889741033287
28 27 0.8067226890756303 0.7975746268656716 1.6722689075630253 1.6100746268656716 0.31806264270995765
29 28 0.8812785388127854 0.8834080717488789 1.82648401826484 1.7842551071250623 0.3902049106155362
30 29 0.8893280632411067 0.8912844036697247 1.841897233201581 1.7605504587155962 0.3971939441124484
31 30 0.7807017543859649 0.9904957338805487 1.5614035087719298 1.9725672318824927 0.49054089941778334
32 31 0.8715596330275229 0.7906976744186046 1.9220183486238531 1.569767441860465 0.3126014061654948
33 32 0.7863247863247863 0.7921951219512195 1.5042735042735043 1.575609756097561 0.3137865556216538
34 33 0.8 0.885024154589372 1.6833333333333333 1.8169082125603864 0.3916338771033163
35 34 0.925531914893617 0.9844746162927981 1.7207446808510638 1.9874852420306965 0.484595135062426
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38 37 0.7966101694915254 0.9410526315789474 1.7118644067796611 1.88046783625731 0.44279002770083103
39 38 0.9588068181818182 0.7928015564202334 1.9630681818181819 1.5807392996108949 0.31426715393117227
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74 73 0.7946428571428571 0.9231484350790208 1.4375 1.8404090486519988 0.4261015165944225
75 74 0.7766990291262136 0.7998129092609916 1.4077669902912622 1.5930776426566884 0.3198503449102656
76 75 0.9984873695356224 0.7973358705994291 1.58624514697726 1.5470980019029497 0.3178722452722748
77 76 0.8134328358208955 0.8084358523725835 1.3955223880597014 1.5500878734622143 0.32678426370069286
78 77 0.813953488372093 0.8856868395773295 1.6356589147286822 1.749759846301633 0.39222058890023914
79 78 0.7788461538461539 0.8075880758807588 1.3269230769230769 1.6567299006323397 0.3260992501523931
80 79 0.8345323741007195 0.8020164986251146 1.669064748201439 1.6223648029330888 0.3216152320334442
81 80 0.7876106194690266 0.8044077134986226 1.654867256637168 1.5583103764921946 0.32353588476804107
82 81 0.7913043478260869 0.9388454011741683 1.5565217391304347 1.8732876712328768 0.44071534365294246
83 82 0.7916666666666666 0.8054794520547945 1.75 1.5726027397260274 0.32439857384124604
84 83 0.7830188679245284 0.8084326306141155 1.5943396226415094 1.620531622364803 0.32678165912082946
85 84 0.7735849056603774 0.8888888888888888 1.7075471698113207 1.7759181775918178 0.3950617283950617
86 85 0.8884297520661157 0.8043071161048689 1.756198347107438 1.5627340823970037 0.32345496850846556
87 86 0.7745098039215687 0.9230052778640174 1.5588235294117647 1.887923005277864 0.425969371482416
88 87 0.78 0.9230052778640174 1.38 1.8593604470661285 0.425969371482416
89 88 0.808 0.7998111425873465 1.504 1.591123701605288 0.3198489319034384
90 89 0.8062015503875969 0.8879924062648316 1.682170542635659 1.7816801139060274 0.3942652567920028
91 90 0.75 0.7961165048543689 1.46 1.5388349514563107 0.3169007446507682
92 91 0.8888888888888888 0.7994376757263355 1.6584362139917694 1.5829428303655109 0.3195502986853628
93 92 0.8016528925619835 0.9755155852716828 1.4545454545454546 1.9609191072605707 0.4758153285539769
94 93 0.9257294429708223 0.8898658028690422 1.8249336870026525 1.7954650624710782 0.39593057355788247
95 94 0.7894736842105263 0.8883079847908745 1.5 1.7599809885931559 0.39454553792161223
96 95 0.8148148148148148 0.8894073728418106 1.8148148148148149 1.7223518432104525 0.39552273743268573
97 96 0.7946428571428571 0.8051601423487544 1.5178571428571428 1.5951957295373667 0.32414142741353325
98 97 0.8145161290322581 0.7953667953667953 1.6129032258064515 1.6303088803088803 0.31630416958602287
99 98 0.9810366624525917 0.797373358348968 1.9835651074589127 1.596622889305816 0.3179021363023559
100 99 0.986648865153538 0.8915115751248298 1.9554962171784602 1.7748524738992284 0.39739644429077753
101 100 0.7899159663865546 0.88609397247271 1.4873949579831933 1.7508305647840532 0.3925812640262339

View File

@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.8461611168860607,1.6633213831159595
std,0.06904890299740231,0.16801119901954611
min,0.75,1.3206106870229009
25%,0.7946428571428571,1.536243946731235
50%,0.8120158760642724,1.6636904761904763
75%,0.8918173495078966,1.7765664261976168
max,0.9984873695356224,2.024561403508772
,hit_rate,avg_age,expected_age
count,100.0,100.0,100.0
mean,0.8529286517016675,1.7025481898638841,0.3660162421289979
std,0.06775773364762111,0.14045281538696894,0.059451882202897634
min,0.783,1.511472275334608,0.3065445
25%,0.7991498632946001,1.5853528549014257,0.3193202648531826
50%,0.8065104779844596,1.6328714167284786,0.3252295772819096
75%,0.891341196533501,1.8008258499934051,0.39724456915703066
max,0.9979367689491483,1.9874852420306965,0.49793889741033287
1 hit_rate avg_age expected_age
2 count 100.0 100.0 100.0
3 mean 0.8461611168860607 0.8529286517016675 1.6633213831159595 1.7025481898638841 0.3660162421289979
4 std 0.06904890299740231 0.06775773364762111 0.16801119901954611 0.14045281538696894 0.059451882202897634
5 min 0.75 0.783 1.3206106870229009 1.511472275334608 0.3065445
6 25% 0.7946428571428571 0.7991498632946001 1.536243946731235 1.5853528549014257 0.3193202648531826
7 50% 0.8120158760642724 0.8065104779844596 1.6636904761904763 1.6328714167284786 0.3252295772819096
8 75% 0.8918173495078966 0.891341196533501 1.7765664261976168 1.8008258499934051 0.39724456915703066
9 max 0.9984873695356224 0.9979367689491483 2.024561403508772 1.9874852420306965 0.49793889741033287