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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_0_5s_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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obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age,expected_age,age_delta
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85,1034,322,712,0,1,0.3114119922630561,0.0725338491295938,0.04848871446262286,0.024045134666970946
86,2027,1005,1022,0,2,0.4958066107548101,0.11840157868771584,0.12291209763408588,-0.004510518946370043
87,1106,381,725,0,1,0.3444846292947559,0.08589511754068715,0.059334829910172686,0.02656028763051447
88,2056,997,1059,0,2,0.48492217898832685,0.13764591439688717,0.11757475983739345,0.020071154559493723
89,1058,340,718,0,1,0.32136105860113423,0.08034026465028356,0.05163646499262081,0.028703799657662746
90,1073,353,720,0,1,0.32898415657036345,0.06616961789375582,0.05411528763715671,0.012054330256599112
91,2087,1024,1063,0,2,0.490656444657403,0.12697652132247245,0.12037187334192158,0.006604647980550868
92,2048,1009,1039,0,2,0.49267578125,0.11279296875,0.12136471271514893,-0.008571743965148926
93,3171,1908,1263,0,3,0.6017029328287606,0.15641753390097762,0.18102320968736602,-0.024605675786388392
94,1000,308,692,0,1,0.308,0.072,0.047432,0.024567999999999993
95,2119,1083,1036,0,2,0.511090136857008,0.11420481359131666,0.13060656399625759,-0.01640175040494092
96,1026,353,673,0,1,0.34405458089668617,0.09064327485380116,0.05918677731799718,0.031456497535803984
97,1015,323,692,0,1,0.31822660098522165,0.07980295566502463,0.05063408478730374,0.02916887087772089
98,39278,37270,2008,0,37,0.9488772340750548,0.23626457558938846,0.4501840026729631,-0.21391942708357464
99,4158,2768,1390,0,4,0.6657046657046657,0.17412217412217412,0.22158135097048035,-0.04745917684830622
100,2084,1019,1065,0,2,0.48896353166986567,0.12092130518234165,0.11954266765153386,0.0013786375308077886
1 obj_id access_count hits misses mu lambda hit_rate avg_age expected_age age_delta
2 1 122 1060 41 347 81 713 0 1 0.6151832460732984 0.3273584905660377 0.15706806282722513 0.08679245283018867 0.053581790672837304 0.03321066215735137
3 2 382 3141 235 1878 147 1263 0 3 0.2992125984251969 0.5978987583572111 0.10236220472440945 0.14804202483285578 0.17874146262254734 -0.030699437789691558
4 3 127 1060 38 336 89 724 0 1 0.2920353982300885 0.3169811320754717 0.08849557522123894 0.09245283018867924 0.05023851904592381 0.04221431114275543
5 4 113 1053 33 360 80 693 0 1 0.4959016393442623 0.3418803418803419 0.11065573770491803 0.08072174738841406 0.058441084082109726 0.022280663306304335
6 5 244 2073 121 1033 123 1040 0 2 0.3448275862068966 0.4983116256632899 0.09482758620689655 0.1297636275928606 0.12415723813559539 0.005606389457265201
7 6 116 1063 40 357 76 706 0 1 0.7225609756097561 0.33584195672624645 0.16310975609756098 0.07714016933207903 0.05639490994885699 0.020745259383222033
8 7 656 5210 474 3700 182 1510 0 5 0.3046875 0.710172744721689 0.046875 0.16756238003838772 0.25217266367276864 -0.08461028363438092
9 8 128 1083 39 367 89 716 0 1 0.32456140350877194 0.33887349953831947 0.08771929824561403 0.08033240997229917 0.0574176243446737 0.022914785627625466
10 9 114 1070 37 360 77 710 0 1 0.28695652173913044 0.3364485981308411 0.06956521739130435 0.07570093457943926 0.056598829592104105 0.019102104987335153
11 10 115 1047 33 341 82 706 0 1 0.524390243902439 0.3256924546322827 0.09349593495934959 0.08118433619866285 0.053037787502200756 0.02814654869646209
12 11 246 2132 129 1070 117 1062 0 2 0.3787878787878788 0.50187617260788 0.08333333333333333 0.1299249530956848 0.12593984631576727 0.0039851067799175355
13 12 132 1090 50 390 82 700 0 1 0.3597122302158273 0.3577981651376147 0.08633093525179857 0.0908256880733945 0.0640097634879219 0.026815924585472606
14 13 139 1081 50 382 89 699 0 1 0.2916666666666667 0.35337650323774283 0.058333333333333334 0.09250693802035152 0.06243747652026724 0.030069461500084285
15 14 120 1029 35 328 85 701 0 1 0.5134099616858238 0.31875607385811466 0.13793103448275862 0.08843537414965986 0.050802717310719926 0.03763265683893994
16 15 261 2099 134 1040 127 1059 0 2 0.48444444444444446 0.49547403525488326 0.10666666666666667 0.12720343020485947 0.12274725980587865 0.004456170398980816
17 16 225 2130 109 1100 116 1030 0 2 0.325 0.5164319248826291 0.06666666666666667 0.12347417840375587 0.13335096651898876 -0.00987678811523289
18 17 120 1073 39 375 81 698 0 1 0.3333333333333333 0.3494874184529357 0.07692307692307693 0.08294501397949673 0.06107072782844868 0.02187428615104805
19 18 117 1051 39 352 78 699 0 1 0.5916666666666667 0.33491912464319695 0.10277777777777777 0.0960989533777355 0.056085410025882645 0.04001354335185285
20 19 360 3035 213 1795 147 1240 0 3 0.3418803418803419 0.5914332784184514 0.09401709401709402 0.1456342668863262 0.17489666141039872 -0.029262394524072532
21 20 117 1037 40 358 77 679 0 1 0.3582089552238806 0.3452266152362584 0.07462686567164178 0.09064609450337512 0.059590707933741806 0.03105538656963331
22 21 134 1069 48 360 86 709 0 1 0.3741496598639456 0.33676333021515437 0.12244897959183673 0.07015902712815715 0.05670477028880055 0.013454256839356603
23 22 147 1061 55 363 92 698 0 1 0.352112676056338 0.34213006597549483 0.07746478873239436 0.09707822808671066 0.05852649102219822 0.03855173706451243
24 23 142 1092 50 365 92 727 0 1 0.5303030303030303 0.3342490842490842 0.10984848484848485 0.08058608058608059 0.0558612251606757 0.02472485542540489
25 24 264 2163 140 1112 124 1051 0 2 0.34146341463414637 0.5141007859454462 0.11382113821138211 0.12528895053166897 0.13214980905486273 -0.0068608585231937635
26 25 123 1075 42 371 81 704 0 1 0.3546099290780142 0.34511627906976744 0.0851063829787234 0.08093023255813954 0.0595526230394808 0.02137760951865874
27 26 141 1061 50 369 91 692 0 1 0.3515625 0.3477851083883129 0.0703125 0.08294062205466542 0.060477240808335275 0.02246338124633014
28 27 128 1076 45 369 83 707 0 1 0.6914893617021277 0.3429368029739777 0.16666666666666666 0.08364312267657993 0.058802825417006405 0.024840297259573527
29 28 564 5197 390 3680 174 1517 0 5 0.3533834586466165 0.7081008274004233 0.06015037593984962 0.169905714835482 0.2507033908825821 -0.08079767604710009
30 29 133 1065 47 359 86 706 0 1 0.36 0.3370892018779343 0.096 0.07981220657276995 0.05681456501135137 0.022997641561418584
31 30 125 1033 45 343 80 690 0 1 0.26956521739130435 0.33204259438528555 0.06956521739130435 0.08422071636011616 0.055126142243055634 0.029094574117060526
32 31 115 1013 31 306 84 707 0 1 0.6581196581196581 0.3020730503455084 0.17094017094017094 0.07206317867719644 0.04562406387252003 0.026439114804676415
33 32 468 4160 308 2742 160 1418 0 4 0.31896551724137934 0.6591346153846154 0.034482758620689655 0.1596153846153846 0.21722922059911243 -0.057613835983727824
34 33 116 1072 37 353 79 719 0 1 0.6726907630522089 0.3292910447761194 0.18072289156626506 0.08675373134328358 0.05421629608487415 0.032537435258409436
35 34 498 4331 335 2901 163 1430 0 4 0.29545454545454547 0.6698222119602864 0.09848484848484848 0.17293927499422765 0.2243308978176854 -0.051391622823457744
36 35 132 1046 39 334 93 712 0 1 0.29 0.3193116634799235 0.07 0.07934990439770555 0.05097996921715796 0.02836993518054759
37 36 100 1050 29 348 71 702 0 1 0.348993288590604 0.3314285714285714 0.10067114093959731 0.08761904761904762 0.05492244897959183 0.032696598639455794
38 37 149 1120 52 393 97 727 0 1 0.5859154929577465 0.3508928571428571 0.16338028169014085 0.09642857142857143 0.06156289859693877 0.034865672831632666
39 38 355 3135 208 1867 147 1268 0 3 0.7962577962577962 0.5955342902711324 0.2047817047817048 0.1448165869218501 0.17733054544437066 -0.032513958522520564
40 39 962 8478 766 6794 196 1684 0 8 0.3671875 0.8013682472281198 0.109375 0.19992922859164897 0.3210955338327345 -0.12116630524108551
41 40 128 1031 47 345 81 686 0 1 0.6455696202531646 0.33462657613967023 0.16666666666666666 0.07953443258971872 0.05598747272947926 0.023546959860239462
42 41 474 4223 306 2808 168 1415 0 4 0.6626262626262627 0.6649301444470755 0.17777777777777778 0.14965664219748995 0.22106604849720438 -0.07140940629971443
43 42 495 4290 328 2887 167 1403 0 4 0.4647887323943662 0.6729603729603729 0.08450704225352113 0.1606060606060606 0.2264378317874821 -0.0658317711814215
44 43 213 2029 99 1024 114 1005 0 2 0.2857142857142857 0.5046821094135042 0.07142857142857142 0.12222769837358305 0.1273520157810321 -0.005124317407449064
45 44 112 1059 32 357 80 702 0 1 0.3178294573643411 0.3371104815864023 0.05426356589147287 0.07743153918791312 0.05682173839770804 0.020609800790205086
46 45 129 1074 41 359 88 715 0 1 0.3383458646616541 0.33426443202979517 0.07518796992481203 0.07728119180633147 0.055866355260100774 0.0214148365462307
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48 47 1262 10634 1055 8863 207 1771 0 10 0.38235294117647056 0.833458717321798 0.10294117647058823 0.2097987586985142 0.3473267167398484 -0.1375279580413342
49 48 136 1067 52 349 84 718 0 1 0.41843971631205673 0.3270852858481724 0.10638297872340426 0.07685098406747891 0.05349239210919033 0.02335859195828858
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52 51 599 5256 420 3753 179 1503 0 5 0.8155515370705244 0.714041095890411 0.20253164556962025 0.1767503805175038 0.25492734331018957 -0.07817696279268577
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54 53 121 1080 35 358 86 722 0 1 0.29770992366412213 0.3314814814814815 0.061068702290076333 0.06666666666666667 0.05493998628257888 0.011726680384087786
55 54 131 1075 39 366 92 709 0 1 0.3387096774193548 0.3404651162790698 0.12903225806451613 0.08930232558139535 0.057958247701460255 0.031344077879935095
56 55 124 1007 42 309 82 698 0 1 0.36923076923076925 0.30685203574975173 0.06923076923076923 0.09930486593843098 0.04707908592188346 0.05222578001654752
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59 58 2118 17979 1897 16087 221 1892 0 17 0.4634146341463415 0.8947661160242505 0.1024390243902439 0.2267645586517604 0.40030320119256124 -0.17353864254080084
60 59 205 2067 95 1009 110 1058 0 2 0.34306569343065696 0.4881470730527334 0.072992700729927 0.11320754716981132 0.11914378246497533 -0.005936235295164002
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62 61 3216 27500 2986 25538 230 1962 0 26 0.34782608695652173 0.9286545454545454 0.07971014492753623 0.22876363636363636 0.4311996323966942 -0.2024359960330578
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