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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_3_0s_ttl/details.csv
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@@ -1,100 +1,101 @@
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89,1112,841,271,0,1,0.7562949640287769,1.143884892086331,0.2859910363076445,0.8578938557786864
90,4311,3981,330,0,4,0.9234516353514266,1.3825098585015079,0.4263814614166121,0.9561283970848957
91,2191,1885,306,0,2,0.8603377453217709,1.2765860337745323,0.3700905180126741,0.9064955157618582
92,3237,2914,323,0,3,0.90021624961384,1.3710225517454433,0.4051946480344037,0.9658279037110395
93,1055,791,264,0,1,0.7497630331753554,1.1601895734597156,0.28107230295815455,0.8791172705015611
94,1047,776,271,0,1,0.7411652340019103,1.0983763132760267,0.27466295204655317,0.8237133612294736
95,1090,821,269,0,1,0.7532110091743119,1.1394495412844037,0.2836634121706927,0.855786129113711
96,1073,801,272,0,1,0.7465051258154707,1.1286113699906803,0.2786349514343859,0.8499764185562945
97,2155,1848,307,0,2,0.8575406032482599,1.265429234338747,0.3676879431096947,0.8977412912290523
98,2170,1860,310,0,2,0.8571428571428571,1.2792626728110599,0.36734693877551017,0.9119157340355497
99,1086,819,267,0,1,0.7541436464088398,1.156537753222836,0.2843663197094106,0.8721714335134254
100,4283,3951,332,0,4,0.9224842400186785,1.394349754844735,0.4254885865414194,0.9688611683033156
1 obj_id access_count hits misses mu lambda hit_rate avg_age expected_age age_delta
2 1 127 3243 93 2919 34 324 0 1 3 0.7837837837837838 0.9000925069380203 1.2364864864864864 1.3200740055504163 0.4050832605229851 0.9149907450274313
3 2 148 1114 116 842 32 272 0 1 0.7264957264957265 0.755834829443447 1.0940170940170941 1.1301615798922802 0.2856431446999023 0.8445184351923778
4 3 117 1070 85 805 32 265 0 1 0.728 0.7523364485981309 1.032 1.1158878504672898 0.283005065944624 0.8328827845226658
5 4 125 4305 91 3973 34 332 0 1 4 0.7571428571428571 0.9228803716608595 1.1642857142857144 1.3440185830429734 0.42585409019844306 0.9181644928445303
6 5 140 1115 106 843 34 272 0 1 0.7538461538461538 0.7560538116591928 1.2538461538461538 1.105829596412556 0.2858086830621971 0.8200209133503589
7 6 130 28028 98 27673 32 355 0 1 26 0.8555133079847909 0.9873340944769516 1.11787072243346 1.4631796774653918 0.487414307058311 0.9757653704070808
8 7 263 2159 225 1853 38 306 0 2 0.7155963302752294 0.8582677165354331 1.073394495412844 1.2802223251505327 0.3683117366234733 0.9119105885270594
9 8 109 1082 78 819 31 263 0 1 0.9047619047619048 0.7569316081330869 1.3358395989974938 1.156192236598891 0.2864727296954705 0.8697195069034205
10 9 399 1081 361 805 38 276 0 3 1 0.7322834645669292 0.7446808510638298 1.1496062992125984 1.0555041628122108 0.2772747849705749 0.7782293778416359
11 10 127 1095 93 832 34 263 0 1 0.7295081967213115 0.7598173515981735 1.0901639344262295 1.1461187214611872 0.28866120389483124 0.8574575175663559
12 11 122 3252 89 2930 33 322 0 1 3 0.7605633802816901 0.9009840098400984 1.1126760563380282 1.3766912669126692 0.40588609299377126 0.9708051739188979
13 12 142 4343 108 4012 34 331 0 1 4 0.7154471544715447 0.9237854017959936 0.983739837398374 1.388671425282063 0.4266897342856926 0.9619816909963705
14 13 123 1074 88 801 35 273 0 1 0.7480916030534351 0.7458100558659218 1.251908396946565 1.1517690875232776 0.27811631971536466 0.8736527678079129
15 14 131 2071 98 1767 33 304 0 1 2 0.7801418439716312 0.8532110091743119 1.148936170212766 1.3109608884596813 0.3639845130881239 0.9469763753715574
16 15 141 1088 110 819 31 269 0 1 0.6764705882352942 0.7527573529411765 0.9901960784313726 1.1865808823529411 0.2833218162035035 0.9032590661494376
17 16 102 7567 69 7223 33 344 0 1 7 0.7053571428571429 0.9545394476014273 0.9910714285714286 1.4121844852649663 0.455572778513619 0.9566117067513473
18 17 112 12012 79 11663 33 349 0 1 11 0.8978494623655914 0.970945720945721 1.3091397849462365 1.4805194805194806 0.4713677965114029 1.0091516840080776
19 18 372 3250 334 2929 38 321 0 3 0.7156862745098039 0.9012307692307693 1.0784313725490196 1.361846153846154 0.40610844970414206 0.9557377041420119
20 19 102 1085 73 812 29 273 0 1 0.7702702702702703 0.7483870967741936 1.114864864864865 1.1216589861751152 0.2800416233090531 0.8416173628660621
21 20 148 1061 114 795 34 266 0 1 0.8958904109589041 0.7492931196983977 1.3068493150684932 1.1225259189443921 0.2807200896136787 0.8418058293307134
22 21 365 1036 327 771 38 265 0 3 1 0.9230769230769231 0.7442084942084942 1.4384615384615385 1.1447876447876448 0.2769231414260372 0.8678645033616077
23 22 520 3152 480 2825 40 327 0 4 3 0.8608058608058609 0.896256345177665 1.3626373626373627 1.3480329949238579 0.40163771813561283 0.9463952767882451
24 23 273 2119 235 1814 38 305 0 2 0.7777777777777778 0.8560641812175555 1.1176470588235294 1.315714959886739 0.3664229411818418 0.9492920187048972
25 24 153 1040 119 771 34 269 0 1 0.9489414694894147 0.7413461538461539 1.3424657534246576 1.0913461538461537 0.27479705991124265 0.8165490939349112
26 25 803 1078 762 807 41 271 0 7 1 0.75 0.74860853432282 1.1171875 1.1456400742115027 0.2802073688304804 0.8654327053810222
27 26 128 58220 96 57862 32 358 0 1 54 0.6915887850467289 0.9938509103400893 1.0841121495327102 1.4793713500515286 0.49386981599191215 0.9855015340596165
28 27 107 242887 74 242528 33 359 0 1 225 0.9566596194503171 0.9985219464195284 1.3107822410147991 1.4382531794620543 0.4985230387407218 0.9397301407213325
29 28 946 1045 905 779 41 266 0 8 1 0.7304347826086957 0.7454545454545455 1.0347826086956522 1.1330143540669857 0.2778512396694215 0.8551631143975642
30 29 115 1034 84 759 31 275 0 1 0.7304347826086957 0.7340425531914894 1.0956521739130434 1.1179883945841393 0.2694092349479402 0.8485791596361991
31 30 115 1092 84 819 31 273 0 1 0.8604651162790697 0.75 1.306201550387597 1.1007326007326008 0.28125 0.8194826007326008
32 31 258 2118 222 1811 36 307 0 2 0.7203389830508474 0.8550519357884797 0.9830508474576272 1.2889518413597734 0.3655569064478132 0.9233949349119601
33 32 118 1000 85 740 33 260 0 1 0.7317073170731707 0.74 1.2926829268292683 1.128 0.2738 0.8541999999999998
34 33 123 8585 90 8240 33 345 0 1 8 0.7536231884057971 0.9598136284216657 1.0942028985507246 1.4399534071054165 0.4606211006519817 0.9793323064534348
35 34 138 2217 104 1911 34 306 0 1 2 0.8407079646017699 0.8619756427604871 1.0309734513274336 1.298150654036987 0.37150100435617744 0.9266496496808094
36 35 226 2169 190 1858 36 311 0 2 0.8582375478927203 0.8566159520516367 1.2528735632183907 1.2706316274781004 0.36689544465466595 0.9037361828234345
37 36 261 2144 224 1837 37 307 0 2 0.9113636363636364 0.8568097014925373 1.3295454545454546 1.2630597014925373 0.36706143228586546 0.8959982692066719
38 37 440 1097 401 821 39 276 0 3 1 0.7295081967213115 0.7484047402005469 1.0573770491803278 1.1330902461257977 0.2800548275773241 0.8530354185484736
39 38 122 1090 89 813 33 277 0 1 0.7559055118110236 0.7458715596330275 1.0551181102362204 1.110091743119266 0.27816219173470247 0.8319295513845636
40 39 127 1051 96 777 31 274 0 1 0.7156862745098039 0.7392959086584205 1.0784313725490196 1.076117982873454 0.2732792202795398 0.8028387625939142
41 40 102 1060 73 792 29 268 0 1 0.7697841726618705 0.7471698113207547 1.1007194244604317 1.1226415094339623 0.27913136347454603 0.8435101459594163
42 41 139 1119 107 844 32 275 0 1 0.7288135593220338 0.7542448614834674 1.0677966101694916 1.1438784629133154 0.28444265553710746 0.859435807376208
43 42 118 1049 86 779 32 270 0 1 0.7555555555555555 0.7426120114394662 1.0518518518518518 1.0972354623450906 0.2757362997670849 0.8214991625780057
44 43 135 1130 102 854 33 276 0 1 0.8565737051792829 0.7557522123893805 1.2868525896414342 1.14070796460177 0.28558070326572166 0.8551272613360483
45 44 251 1131 215 866 36 265 0 2 1 0.857707509881423 0.7656940760389036 1.2727272727272727 1.169761273209549 0.29314370904053516 0.8766175641690139
46 45 253 5320 217 4981 36 339 0 2 5 0.7697841726618705 0.9362781954887218 1.0359712230215827 1.3855263157894737 0.4383084296738086 0.947217886115665
47 46 139 1106 107 831 32 275 0 1 0.75 0.7513562386980108 1.15 1.1157323688969258 0.28226809871521114 0.8334642701817148
48 47 120 5611 90 5272 30 339 0 1 5 0.8560311284046692 0.9395829620388523 1.2684824902723735 1.3671359828907503 0.44140807127685167 0.9257279116138987
49 48 257 5314 220 4976 37 338 0 2 5 0.859375 0.9363944298080542 1.24609375 1.4002634550244637 0.4384172640877755 0.9618461909366882
50 49 256 19463 220 19110 36 353 0 2 18 0.9830645161290322 0.981863022144582 1.3608870967741935 1.4851256229769305 0.48202749712744597 1.0030981258494847
51 50 2480 5327 2438 4991 42 336 0 20 5 0.7333333333333333 0.9369250985545335 1.0666666666666667 1.3974094236906327 0.4389143201507112 0.9584951035399215
52 51 105 1134 77 864 28 270 0 1 0.7744360902255639 0.7619047619047619 1.2781954887218046 1.13668430335097 0.2902494331065759 0.846434870244394
53 52 133 1151 103 876 30 275 0 1 0.9490049751243781 0.7610773240660296 1.4900497512437811 1.1685490877497828 0.2896193466037541 0.8789297411460287
54 53 804 1148 763 876 41 272 0 6 1 0.7664233576642335 0.7630662020905923 1.1532846715328466 1.1724738675958188 0.2911350143864803 0.8813388532093385
55 54 137 1073 105 801 32 272 0 1 0.7 0.7465051258154707 1.03 1.0987884436160298 0.2786349514343859 0.8201534921816439
56 55 100 1087 70 816 30 271 0 1 0.773972602739726 0.7506899724011039 1.3013698630136987 1.1352345906163754 0.2817677173317851 0.8534668732845904
57 56 146 1011 113 748 33 263 0 1 0.7258064516129032 0.7398615232443125 1.0080645161290323 1.1612265084075173 0.2736975367886972 0.8875289716188202
58 57 124 34310 90 33954 34 356 0 1 32 0.7714285714285715 0.9896240163217721 1.2 1.4917516758962401 0.48967784684041754 1.0020738290558227
59 58 140 1075 108 809 32 266 0 1 0.7222222222222222 0.7525581395348837 0.9722222222222222 1.1590697674418604 0.28317187669010274 0.8758978907517576
60 59 108 1077 78 810 30 267 0 1 0.75 0.7520891364902507 1.2121212121212122 1.1188486536675952 0.28281903461332547 0.8360296190542698
61 60 132 4269 99 3938 33 331 0 1 4 0.9334442595673876 0.9224642773483251 1.4226289517470883 1.3799484656828298 0.4254701714918839 0.954478294190946
62 61 601 1112 561 840 40 272 0 5 1 0.7327586206896551 0.7553956834532374 1.103448275862069 1.0845323741007193 0.2853113192898918 0.7992210548108276
63 62 116 1084 85 810 31 274 0 1 0.7247706422018348 0.7472324723247232 0.9908256880733946 1.1439114391143912 0.27917818384825915 0.864733255266132
64 63 109 6354 79 6013 30 341 0 1 6 0.7401574803149606 0.946333018570979 1.1574803149606299 1.4186339313818068 0.4477730910188304 0.9708608403629764
65 64 127 1046 94 781 33 265 0 1 0.75 0.7466539196940727 1.140625 1.054493307839388 0.2787460378972614 0.7757472699421267
66 65 128 4457 96 4127 32 330 0 1 4 0.8571428571428571 0.925959165357864 1.3492063492063493 1.3874803679605117 0.4287001879551161 0.9587801800053956
67 66 252 1160 216 888 36 272 0 2 1 0.7857142857142857 0.7655172413793103 1.1285714285714286 1.1594827586206897 0.2930083234244946 0.866474435196195
68 67 140 2106 110 1800 30 306 0 1 2 0.7129629629629629 0.8547008547008547 1.1296296296296295 1.2692307692307692 0.36525677551318575 0.9039739937175835
69 68 108 1049 77 790 31 259 0 1 0.8502024291497976 0.7530981887511916 1.2469635627530364 1.1782650142993327 0.2835784409501627 0.89468657334917
70 69 247 1105 210 837 37 268 0 2 1 0.7619047619047619 0.7574660633484163 1.129251700680272 1.1402714932126696 0.2868774185622735 0.8533940746503961
71 70 147 5405 112 5067 35 338 0 1 5 0.752 0.9374653098982424 0.912 1.3851988899167438 0.4394206036313038 0.94577828628544
72 71 125 1073 94 802 31 271 0 1 0.8623188405797102 0.7474370922646785 1.3043478260869565 1.1295433364398881 0.2793311034465387 0.8502122329933495
73 72 276 1050 238 783 38 267 0 2 1 0.9031413612565445 0.7457142857142857 1.4162303664921465 1.1361904761904762 0.27804489795918363 0.8581455782312926
74 73 382 1075 345 805 37 270 0 3 1 0.8565891472868217 0.7488372093023256 1.197674418604651 1.0465116279069768 0.28037858301784746 0.7661330448891294
75 74 258 2225 221 1913 37 312 0 2 0.7295081967213115 0.8597752808988764 1.1557377049180328 1.2957303370786517 0.3696067668223709 0.9261235702562808
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80 79 138 1084 109 812 29 272 0 1 0.7419354838709677 0.7490774907749077 1.0725806451612903 1.080258302583026 0.28055854359281596 0.79969975899021
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82 81 126 6563 97 6222 29 341 0 1 6 0.7647058823529411 0.9480420539387475 1.0 1.4360810604906293 0.4493918680181995 0.9866891924724298
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86 85 223 1048 187 786 36 262 0 2 1 0.7698412698412699 0.75 1.1666666666666667 1.133587786259542 0.28125 0.852337786259542
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