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

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- 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
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201
experiments/No_Refresh_4_0s_ttl/details.csv
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@@ -1,100 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
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88,1059,847,212,0,1,0.7998111425873465,1.591123701605288,0.3198489319034384,1.2712747697018496
89,2107,1871,236,0,2,0.8879924062648316,1.7816801139060274,0.3942652567920028,1.3874148571140246
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
34 33 120 2070 96 1832 24 238 0 1 2 0.925531914893617 0.885024154589372 1.7207446808510638 1.8169082125603864 0.3916338771033163 1.42527433545707
35 34 376 16940 348 16677 28 263 0 3 16 0.9780380673499268 0.9844746162927981 1.9546120058565153 1.9874852420306965 0.484595135062426 1.5028901069682705
36 35 1366 1008 1336 801 30 207 0 12 1 0.8865546218487395 0.7946428571428571 1.7941176470588236 1.6001984126984128 0.3157286352040816 1.2844697774943312
37 36 238 1096 211 884 27 212 0 2 1 0.7966101694915254 0.8065693430656934 1.7118644067796611 1.5857664233576643 0.3252770525867121 1.2604893707709521
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
41 40 123 8461 100 8202 23 259 0 1 8 0.8032786885245902 0.9693889611157074 1.721311475409836 1.9666706063113106 0.4698574789664952 1.4968131273448155
42 41 122 1002 98 793 24 209 0 1 0.9166666666666666 0.7914171656686627 1.9285714285714286 1.562874251497006 0.3131705650575098 1.2497036864394961
43 42 336 2114 308 1876 28 238 0 3 2 0.9643734643734644 0.8874172185430463 1.8636363636363635 1.7913907284768211 0.3937546598833384 1.3976360685934828
44 43 814 2067 785 1833 29 234 0 7 2 0.9245810055865922 0.8867924528301887 1.8463687150837989 1.7397194000967586 0.39320042719829124 1.3465189728984674
45 44 358 1046 331 832 27 214 0 3 1 0.7913043478260869 0.7954110898661568 1.626086956521739 1.5334608030592733 0.3163394009410337 1.2171214021182397
46 45 115 1102 91 893 24 209 0 1 0.7857142857142857 0.8103448275862069 1.4642857142857142 1.6234119782214156 0.32832936979785965 1.2950826084235558
47 46 112 1011 88 798 24 213 0 1 0.8032786885245902 0.7893175074183977 1.6557377049180328 1.5618199802176063 0.31151106375859616 1.25030891645901
48 47 122 1132 98 920 24 212 0 1 0.7964601769911505 0.8127208480565371 1.4867256637168142 1.6236749116607774 0.33025758843286845 1.293417323227909
49 48 113 9644 90 9384 23 260 0 1 9 0.973826714801444 0.9730402322687681 1.9747292418772564 1.9399626710908338 0.4734036468068291 1.4665590242840048
50 49 1108 2163 1079 1925 29 238 0 9 2 0.7796610169491526 0.889967637540453 1.5423728813559323 1.765603328710125 0.3960211979346676 1.3695821307754574
51 50 118 1008 92 798 26 210 0 1 0.8 0.7916666666666666 1.5913043478260869 1.6587301587301588 0.3133680555555555 1.3453621031746033
52 51 115 1034 92 819 23 215 0 1 0.7916666666666666 0.7920696324951644 1.3666666666666667 1.574468085106383 0.3136871513605124 1.2607809337458706
53 52 120 1052 95 834 25 218 0 1 0.9171597633136095 0.7927756653992395 1.7751479289940828 1.591254752851711 0.31424662782460344 1.2770081250271075
54 53 338 1050 310 833 28 217 0 3 1 0.885593220338983 0.7933333333333333 1.8008474576271187 1.6752380952380952 0.3146888888888889 1.3605492063492064
55 54 236 14782 209 14520 27 262 0 2 14 0.8 0.9822757407657963 1.4608695652173913 1.9263293194425652 0.4824328154484969 1.4438965039940683
56 55 115 2138 92 1900 23 238 0 1 2 0.8048780487804879 0.8886810102899907 1.6504065040650406 1.7600561272217026 0.3948769690250193 1.3651791581966832
57 56 123 4326 99 4075 24 251 0 1 4 0.8195488721804511 0.9419787332408691 1.7067669172932332 1.9059177068885806 0.4436619669390362 1.4622557399495444
58 57 133 4249 109 3997 24 252 0 1 4 0.8941176470588236 0.9406919275123559 1.6745098039215687 1.8696163803247823 0.4424506512434557 1.4271657290813267
59 58 255 1064 228 850 27 214 0 2 1 0.77 0.7988721804511278 1.37 1.574248120300752 0.31909838034936966 1.2551497399513822
60 59 100 1070 77 856 23 214 0 1 0.8045112781954887 0.8 1.3759398496240602 1.5841121495327102 0.32000000000000006 1.2641121495327101
61 60 133 6313 107 6058 26 255 0 1 6 0.8231292517006803 0.9596071598289244 1.619047619047619 1.939489941390781 0.46042295059746746 1.4790669907933134
62 61 147 2143 121 1904 26 239 0 1 2 0.8076923076923077 0.8884741017265516 1.7461538461538462 1.7368175454969668 0.3946931147194014 1.3421244307775653
63 62 130 1066 105 853 25 213 0 1 0.9473684210526315 0.800187617260788 1.7568058076225046 1.6303939962476548 0.3201501114087487 1.310243884838906
64 63 551 5272 522 5017 29 255 0 5 0.8387096774193549 0.9516312594840668 1.5806451612903225 1.8988998482549317 0.45280102701361563 1.4460988212413162
65 64 155 1037 130 827 25 210 0 1 0.8884462151394422 0.7974927675988428 1.7091633466135459 1.6663452266152363 0.31799735718623096 1.3483478694290054
66 65 251 5142 223 4889 28 253 0 2 5 0.7745098039215687 0.9507973551147414 1.4313725490196079 1.9224037339556592 0.45200780524659384 1.4703959287090653
67 66 102 1000 79 783 23 217 0 1 0.9206798866855525 0.783 1.7705382436260624 1.57 0.3065445 1.2634555
68 67 353 1064 325 848 28 216 0 3 1 0.889795918367347 0.7969924812030075 1.616326530612245 1.5780075187969924 0.3175985075470631 1.2604090112499293
69 68 245 1093 218 877 27 216 0 2 1 0.976706827309237 0.8023787740164684 1.8441767068273092 1.6413540713632204 0.32190584849608544 1.319448222867135
70 69 1245 1085 1216 875 29 210 0 11 1 0.8846153846153846 0.8064516129032258 1.6581196581196582 1.5594470046082949 0.3251821019771071 1.2342649026311878
71 70 234 2123 207 1885 27 238 0 2 0.8153846153846154 0.8878944889307584 1.5 1.7644842204427698 0.39417831173680634 1.3703059087059635
72 71 130 1051 106 838 24 213 0 1 0.7692307692307693 0.7973358705994291 1.4807692307692308 1.659372026641294 0.3178722452722748 1.341499781369019
73 72 104 1074 80 859 24 215 0 1 0.7946428571428571 0.7998137802607076 1.4375 1.5614525139664805 0.31985104154746175 1.2416014724190187
74 73 112 3227 89 2979 23 248 0 1 3 0.7766990291262136 0.9231484350790208 1.4077669902912622 1.8404090486519988 0.4261015165944225 1.4143075320575762
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76 75 19833 1051 19803 838 30 213 0 166 1 0.8134328358208955 0.7973358705994291 1.3955223880597014 1.5470980019029497 0.3178722452722748 1.2292257566306748
77 76 134 1138 109 920 25 218 0 1 0.813953488372093 0.8084358523725835 1.6356589147286822 1.5500878734622143 0.32678426370069286 1.2233036097615215
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82 81 115 4088 91 3838 24 250 0 1 4 0.7916666666666666 0.9388454011741683 1.75 1.8732876712328768 0.44071534365294246 1.4325723275799342
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87 86 102 3221 79 2973 23 248 0 1 3 0.78 0.9230052778640174 1.38 1.887923005277864 0.425969371482416 1.461953633795448
88 87 100 3221 78 2973 22 248 0 1 3 0.808 0.9230052778640174 1.504 1.8593604470661285 0.425969371482416 1.4333910755837125
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101 100 2107 1867 240 0 2 0.88609397247271 1.7508305647840532 0.3925812640262339 1.3582493007578194