From ad4654dd0f1a46b2279d119048968676af63e1d8 Mon Sep 17 00:00:00 2001
From: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
Date: Thu, 28 Nov 2024 16:38:55 +0100
Subject: [PATCH] fix(simulation): Updated avg_age calculation not only for
 `details.csv`, but all avg_age calculation.

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
---
 aoi_cache_simulation.ipynb                    |    2 +-
 experiments/No_Refresh_0_5s_ttl/hit_age.csv   |  200 +--
 .../lambda_distribution.pdf                   |  Bin 11740 -> 11740 bytes
 .../lambda_vs_access_count.pdf                |  Bin 12864 -> 12864 bytes
 .../objects_in_cache_over_time.pdf            |  Bin 14667 -> 14667 bytes
 .../No_Refresh_0_5s_ttl/overall_hit_age.csv   |   14 +-
 experiments/No_Refresh_1_0s_ttl/hit_age.csv   |  200 +--
 .../lambda_distribution.pdf                   |  Bin 10995 -> 10995 bytes
 .../lambda_vs_access_count.pdf                |  Bin 11604 -> 11604 bytes
 .../objects_in_cache_over_time.pdf            |  Bin 14781 -> 14781 bytes
 .../No_Refresh_1_0s_ttl/overall_hit_age.csv   |   14 +-
 experiments/No_Refresh_2_0s_ttl/hit_age.csv   |  200 +--
 .../lambda_distribution.pdf                   |  Bin 11090 -> 11090 bytes
 .../lambda_vs_access_count.pdf                |  Bin 12241 -> 12241 bytes
 .../objects_in_cache_over_time.pdf            |  Bin 13789 -> 13789 bytes
 .../No_Refresh_2_0s_ttl/overall_hit_age.csv   |   14 +-
 experiments/No_Refresh_3_0s_ttl/hit_age.csv   |  200 +--
 .../lambda_distribution.pdf                   |  Bin 11602 -> 11602 bytes
 .../lambda_vs_access_count.pdf                |  Bin 11563 -> 11563 bytes
 .../objects_in_cache_over_time.pdf            |  Bin 13786 -> 13786 bytes
 .../No_Refresh_3_0s_ttl/overall_hit_age.csv   |   14 +-
 experiments/No_Refresh_4_0s_ttl/hit_age.csv   |  200 +--
 .../lambda_distribution.pdf                   |  Bin 11712 -> 11712 bytes
 .../lambda_vs_access_count.pdf                |  Bin 11276 -> 11276 bytes
 .../objects_in_cache_over_time.pdf            |  Bin 13802 -> 13802 bytes
 .../No_Refresh_4_0s_ttl/overall_hit_age.csv   |   14 +-
 experiments/No_Refresh_5_0s_ttl/hit_age.csv   |  200 +--
 .../lambda_distribution.pdf                   |  Bin 11429 -> 11429 bytes
 .../lambda_vs_access_count.pdf                |  Bin 11244 -> 11244 bytes
 .../objects_in_cache_over_time.pdf            |  Bin 13830 -> 13830 bytes
 .../No_Refresh_5_0s_ttl/overall_hit_age.csv   |   14 +-
 experiments/avg_ages.md                       |   12 +-
 experiments/hr_and_age_vs_ttl.png             |  Bin 38923 -> 38027 bytes
 multi_aoi_cache_simulation.ipynb              | 1228 ++++++++---------
 34 files changed, 1263 insertions(+), 1263 deletions(-)

diff --git a/aoi_cache_simulation.ipynb b/aoi_cache_simulation.ipynb
index ac29762..9d88b77 100644
--- a/aoi_cache_simulation.ipynb
+++ b/aoi_cache_simulation.ipynb
@@ -473,7 +473,7 @@
     "for obj_id in range(1, DATABASE_OBJECTS + 1):\n",
     "    if cache.access_count[obj_id] != 0:\n",
     "        hit_rate = cache.hits[obj_id] / max(1, cache.access_count[obj_id])  # Avoid division by zero\n",
-    "        avg_age = cache.cumulative_age[obj_id] / max(1, cache.hits[obj_id])  # Only average over hits\n",
+    "        avg_age = cache.cumulative_age[obj_id] / max(1, cache.access_count[obj_id])  # Only average over hits\n",
     "        print(f\"Object {obj_id}: Hit Rate = {hit_rate:.2f}, Average Age = {avg_age:.2f}\")\n",
     "        statistics.append({\"obj_id\": obj_id,\"hit_rate\": hit_rate,\"avg_age\": avg_age})"
    ]
diff --git a/experiments/No_Refresh_0_5s_ttl/hit_age.csv b/experiments/No_Refresh_0_5s_ttl/hit_age.csv
index a07638a..91ade20 100644
--- a/experiments/No_Refresh_0_5s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_0_5s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.3360655737704918,0.07317073170731707
-2,0.6151832460732984,0.2553191489361702
-3,0.2992125984251969,0.34210526315789475
-4,0.2920353982300885,0.30303030303030304
-5,0.4959016393442623,0.2231404958677686
-6,0.3448275862068966,0.275
-7,0.7225609756097561,0.22573839662447256
-8,0.3046875,0.15384615384615385
-9,0.32456140350877194,0.2702702702702703
-10,0.28695652173913044,0.24242424242424243
-11,0.524390243902439,0.17829457364341086
-12,0.3787878787878788,0.22
-13,0.3597122302158273,0.24
-14,0.2916666666666667,0.2
-15,0.5134099616858238,0.26865671641791045
-16,0.48444444444444446,0.22018348623853212
-17,0.325,0.20512820512820512
-18,0.3333333333333333,0.23076923076923078
-19,0.5916666666666667,0.17370892018779344
-20,0.3418803418803419,0.275
-21,0.3582089552238806,0.20833333333333334
-22,0.3741496598639456,0.32727272727272727
-23,0.352112676056338,0.22
-24,0.5303030303030303,0.20714285714285716
-25,0.34146341463414637,0.3333333333333333
-26,0.3546099290780142,0.24
-27,0.3515625,0.2
-28,0.6914893617021277,0.24102564102564103
-29,0.3533834586466165,0.1702127659574468
-30,0.36,0.26666666666666666
-31,0.26956521739130435,0.25806451612903225
-32,0.6581196581196581,0.2597402597402597
-33,0.31896551724137934,0.10810810810810811
-34,0.6726907630522089,0.26865671641791045
-35,0.29545454545454547,0.3333333333333333
-36,0.29,0.2413793103448276
-37,0.348993288590604,0.28846153846153844
-38,0.5859154929577465,0.27884615384615385
-39,0.7962577962577962,0.25718015665796345
-40,0.3671875,0.2978723404255319
-41,0.6455696202531646,0.2581699346405229
-42,0.6626262626262627,0.2682926829268293
-43,0.4647887323943662,0.18181818181818182
-44,0.2857142857142857,0.25
-45,0.3178294573643411,0.17073170731707318
-46,0.3383458646616541,0.2222222222222222
-47,0.8359746434231379,0.1924170616113744
-48,0.38235294117647056,0.2692307692307692
-49,0.41843971631205673,0.2542372881355932
-50,0.3445378151260504,0.21951219512195122
-51,0.7011686143572621,0.2523809523809524
-52,0.8155515370705244,0.24833702882483372
-53,0.2892561983471074,0.2
-54,0.29770992366412213,0.20512820512820512
-55,0.3387096774193548,0.38095238095238093
-56,0.36923076923076925,0.1875
-57,0.3225806451612903,0.275
-58,0.8956562795089708,0.2672641012124407
-59,0.4634146341463415,0.22105263157894736
-60,0.34306569343065696,0.2127659574468085
-61,0.9284825870646766,0.25016744809109176
-62,0.34782608695652173,0.22916666666666666
-63,0.3076923076923077,0.3888888888888889
-64,0.5075757575757576,0.20149253731343283
-65,0.37410071942446044,0.21153846153846154
-66,0.8373397435897436,0.2507177033492823
-67,0.3561643835616438,0.4423076923076923
-68,0.9713572617066794,0.24715526734369264
-69,0.3103448275862069,0.3611111111111111
-70,0.31666666666666665,0.2631578947368421
-71,0.5204918032786885,0.18110236220472442
-72,0.29914529914529914,0.2857142857142857
-73,0.33587786259541985,0.29545454545454547
-74,0.3380281690140845,0.16666666666666666
-75,0.5743440233236151,0.3197969543147208
-76,0.496,0.25
-77,0.5059288537549407,0.2265625
-78,0.6015228426395939,0.25316455696202533
-79,0.8848167539267016,0.25443786982248523
-80,0.2833333333333333,0.11764705882352941
-81,0.34710743801652894,0.2619047619047619
-82,0.7187017001545595,0.23655913978494625
-83,0.5080645161290323,0.2698412698412698
-84,0.3541666666666667,0.35294117647058826
-85,0.2962962962962963,0.125
-86,0.44549763033175355,0.19148936170212766
-87,0.3656716417910448,0.22448979591836735
-88,0.47767857142857145,0.2897196261682243
-89,0.362962962962963,0.2857142857142857
-90,0.28225806451612906,0.2571428571428571
-91,0.48333333333333334,0.23275862068965517
-92,0.47161572052401746,0.2037037037037037
-93,0.6132315521628499,0.22821576763485477
-94,0.296,0.10810810810810811
-95,0.5447470817120622,0.16428571428571428
-96,0.3381294964028777,0.2553191489361702
-97,0.3543307086614173,0.1111111111111111
-98,0.9486675404106597,0.24038682938061248
-99,0.6701244813278008,0.28173374613003094
-100,0.5220883534136547,0.2230769230769231
+1,0.3360655737704918,0.02459016393442623
+2,0.6151832460732984,0.15706806282722513
+3,0.2992125984251969,0.10236220472440945
+4,0.2920353982300885,0.08849557522123894
+5,0.4959016393442623,0.11065573770491803
+6,0.3448275862068966,0.09482758620689655
+7,0.7225609756097561,0.16310975609756098
+8,0.3046875,0.046875
+9,0.32456140350877194,0.08771929824561403
+10,0.28695652173913044,0.06956521739130435
+11,0.524390243902439,0.09349593495934959
+12,0.3787878787878788,0.08333333333333333
+13,0.3597122302158273,0.08633093525179857
+14,0.2916666666666667,0.058333333333333334
+15,0.5134099616858238,0.13793103448275862
+16,0.48444444444444446,0.10666666666666667
+17,0.325,0.06666666666666667
+18,0.3333333333333333,0.07692307692307693
+19,0.5916666666666667,0.10277777777777777
+20,0.3418803418803419,0.09401709401709402
+21,0.3582089552238806,0.07462686567164178
+22,0.3741496598639456,0.12244897959183673
+23,0.352112676056338,0.07746478873239436
+24,0.5303030303030303,0.10984848484848485
+25,0.34146341463414637,0.11382113821138211
+26,0.3546099290780142,0.0851063829787234
+27,0.3515625,0.0703125
+28,0.6914893617021277,0.16666666666666666
+29,0.3533834586466165,0.06015037593984962
+30,0.36,0.096
+31,0.26956521739130435,0.06956521739130435
+32,0.6581196581196581,0.17094017094017094
+33,0.31896551724137934,0.034482758620689655
+34,0.6726907630522089,0.18072289156626506
+35,0.29545454545454547,0.09848484848484848
+36,0.29,0.07
+37,0.348993288590604,0.10067114093959731
+38,0.5859154929577465,0.16338028169014085
+39,0.7962577962577962,0.2047817047817048
+40,0.3671875,0.109375
+41,0.6455696202531646,0.16666666666666666
+42,0.6626262626262627,0.17777777777777778
+43,0.4647887323943662,0.08450704225352113
+44,0.2857142857142857,0.07142857142857142
+45,0.3178294573643411,0.05426356589147287
+46,0.3383458646616541,0.07518796992481203
+47,0.8359746434231379,0.16085578446909668
+48,0.38235294117647056,0.10294117647058823
+49,0.41843971631205673,0.10638297872340426
+50,0.3445378151260504,0.07563025210084033
+51,0.7011686143572621,0.17696160267111852
+52,0.8155515370705244,0.20253164556962025
+53,0.2892561983471074,0.05785123966942149
+54,0.29770992366412213,0.061068702290076333
+55,0.3387096774193548,0.12903225806451613
+56,0.36923076923076925,0.06923076923076923
+57,0.3225806451612903,0.08870967741935484
+58,0.8956562795089708,0.23937677053824363
+59,0.4634146341463415,0.1024390243902439
+60,0.34306569343065696,0.072992700729927
+61,0.9284825870646766,0.23227611940298507
+62,0.34782608695652173,0.07971014492753623
+63,0.3076923076923077,0.11965811965811966
+64,0.5075757575757576,0.10227272727272728
+65,0.37410071942446044,0.07913669064748201
+66,0.8373397435897436,0.20993589743589744
+67,0.3561643835616438,0.15753424657534246
+68,0.9713572617066794,0.24007606370335155
+69,0.3103448275862069,0.11206896551724138
+70,0.31666666666666665,0.08333333333333333
+71,0.5204918032786885,0.0942622950819672
+72,0.29914529914529914,0.08547008547008547
+73,0.33587786259541985,0.09923664122137404
+74,0.3380281690140845,0.056338028169014086
+75,0.5743440233236151,0.1836734693877551
+76,0.496,0.124
+77,0.5059288537549407,0.11462450592885376
+78,0.6015228426395939,0.15228426395939088
+79,0.8848167539267016,0.225130890052356
+80,0.2833333333333333,0.03333333333333333
+81,0.34710743801652894,0.09090909090909091
+82,0.7187017001545595,0.17001545595054096
+83,0.5080645161290323,0.13709677419354838
+84,0.3541666666666667,0.125
+85,0.2962962962962963,0.037037037037037035
+86,0.44549763033175355,0.08530805687203792
+87,0.3656716417910448,0.08208955223880597
+88,0.47767857142857145,0.13839285714285715
+89,0.362962962962963,0.1037037037037037
+90,0.28225806451612906,0.07258064516129033
+91,0.48333333333333334,0.1125
+92,0.47161572052401746,0.09606986899563319
+93,0.6132315521628499,0.13994910941475827
+94,0.296,0.032
+95,0.5447470817120622,0.08949416342412451
+96,0.3381294964028777,0.08633093525179857
+97,0.3543307086614173,0.03937007874015748
+98,0.9486675404106597,0.22804718217562253
+99,0.6701244813278008,0.1887966804979253
+100,0.5220883534136547,0.11646586345381527
diff --git a/experiments/No_Refresh_0_5s_ttl/lambda_distribution.pdf b/experiments/No_Refresh_0_5s_ttl/lambda_distribution.pdf
index f9b8e9d59bd53ed6eae9ed718ee48fdc9e018f72..2bdf596e691a5d978c8e47a2a3897d08d4f73b4c 100644
GIT binary patch
delta 16
XcmcZ;eJ6SYs}{4dndxQ@tt-p`I2r}3

delta 16
XcmcZ;eJ6SYs}{47q2Xo@tt-p`H`fKB

diff --git a/experiments/No_Refresh_0_5s_ttl/lambda_vs_access_count.pdf b/experiments/No_Refresh_0_5s_ttl/lambda_vs_access_count.pdf
index c04446d2563e18091336813fcabe8474f12e9dcc..b41bf8e289ed1e659987886b4de49002eb033651 100644
GIT binary patch
delta 16
XcmX?*av)_xrXI7gnd#;ny(`QBJKhFW

delta 16
XcmX?*av)_xrXI7Aq2cBny(`QBJDUbe

diff --git a/experiments/No_Refresh_0_5s_ttl/objects_in_cache_over_time.pdf b/experiments/No_Refresh_0_5s_ttl/objects_in_cache_over_time.pdf
index 2500760f6b60af18f8ed79d326230dd539c2a57e..61b505ad6285ce8a7d4cb5a84597dd621b87f922 100644
GIT binary patch
delta 16
XcmX?Ibh>E69}{L{Gt<rgO?+4YMvMnC

delta 16
XcmX?Ibh>E69}{LHL&MGgO?+4YMo9-K

diff --git a/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv b/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
index 516c754..c3ac2df 100644
--- a/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.45866953325531407,0.2405818161600988
-std,0.18036841870823853,0.06072706326352597
-min,0.26956521739130435,0.07317073170731707
-25%,0.33524173027989823,0.20663919413919415
-50%,0.3643173023770039,0.24190177638453503
-75%,0.5339140431552882,0.26880022962112515
-max,0.9713572617066794,0.4423076923076923
+mean,0.45866953325531407,0.11061943705342085
+std,0.18036841870823853,0.05016114887552842
+min,0.26956521739130435,0.02459016393442623
+25%,0.33524173027989823,0.07659987071751778
+50%,0.3643173023770039,0.09886074485311126
+75%,0.5339140431552882,0.13804649014778325
+max,0.9713572617066794,0.24007606370335155
diff --git a/experiments/No_Refresh_1_0s_ttl/hit_age.csv b/experiments/No_Refresh_1_0s_ttl/hit_age.csv
index 93f77f1..2478995 100644
--- a/experiments/No_Refresh_1_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_1_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
 obj_id,hit_rate,avg_age
-1,0.5354330708661418,0.5
-2,0.6925925925925925,0.45454545454545453
-3,0.7551020408163265,0.48986486486486486
-4,0.6380090497737556,0.5390070921985816
-5,0.5217391304347826,0.4583333333333333
-6,0.518796992481203,0.4492753623188406
-7,0.7340720221606648,0.4679245283018868
-8,0.7817796610169492,0.5094850948509485
-9,0.6451612903225806,0.4625
-10,0.49122807017543857,0.5535714285714286
-11,0.7445054945054945,0.44649446494464945
-12,0.5112781954887218,0.4117647058823529
-13,0.45217391304347826,0.4807692307692308
-14,0.5,0.2903225806451613
-15,0.6787003610108303,0.48936170212765956
-16,0.9251269035532995,0.5219478737997256
-17,0.4793388429752066,0.6379310344827587
-18,0.6875,0.46524064171123
-19,0.5182481751824818,0.4788732394366197
-20,0.49242424242424243,0.6
-21,0.4883720930232558,0.6031746031746031
-22,0.41,0.4146341463414634
-23,0.5,0.43859649122807015
-24,0.4782608695652174,0.3939393939393939
-25,0.5158730158730159,0.6461538461538462
-26,0.5149253731343284,0.4782608695652174
-27,0.49242424242424243,0.6461538461538462
-28,0.5277777777777778,0.5394736842105263
-29,0.8317610062893082,0.46313799621928164
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-31,0.4957983193277311,0.576271186440678
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-38,0.5434782608695652,0.6266666666666667
-39,0.5378787878787878,0.39436619718309857
-40,0.47413793103448276,0.6
-41,0.7891440501043842,0.5370370370370371
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delta 16
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diff --git a/experiments/No_Refresh_1_0s_ttl/objects_in_cache_over_time.pdf b/experiments/No_Refresh_1_0s_ttl/objects_in_cache_over_time.pdf
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diff --git a/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv b/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
index 6a19fba..4eb1087 100644
--- a/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
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diff --git a/experiments/No_Refresh_2_0s_ttl/hit_age.csv b/experiments/No_Refresh_2_0s_ttl/hit_age.csv
index 180c846..d26f242 100644
--- a/experiments/No_Refresh_2_0s_ttl/hit_age.csv
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diff --git a/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv b/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
index 91bb2cf..b84e26e 100644
--- a/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
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 ,hit_rate,avg_age
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diff --git a/experiments/No_Refresh_3_0s_ttl/hit_age.csv b/experiments/No_Refresh_3_0s_ttl/hit_age.csv
index 3bec2d8..af75512 100644
--- a/experiments/No_Refresh_3_0s_ttl/hit_age.csv
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index 8d4ae759fd02f284daebdc177dcea7a32e469c7d..4316f94b964c42718f63b9d6ead30a93206f1a4d 100644
GIT binary patch
delta 16
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diff --git a/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv b/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
index db2cc05..d52ecbf 100644
--- a/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
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diff --git a/experiments/No_Refresh_4_0s_ttl/hit_age.csv b/experiments/No_Refresh_4_0s_ttl/hit_age.csv
index acccfe9..bc67830 100644
--- a/experiments/No_Refresh_4_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_4_0s_ttl/hit_age.csv
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 obj_id,hit_rate,avg_age
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diff --git a/experiments/No_Refresh_4_0s_ttl/lambda_distribution.pdf b/experiments/No_Refresh_4_0s_ttl/lambda_distribution.pdf
index 89f5cbb5c9d5fdd76a73850fa72e260651514ba2..665881a50160f1b218f1b07cea75af9408d9e09c 100644
GIT binary patch
delta 16
YcmX>QeIR<nOHF2DbA!!qG_NoN0741}H2?qr

delta 16
YcmX>QeIR<nOHF1YL!-@aG_NoN072vjFaQ7m

diff --git a/experiments/No_Refresh_4_0s_ttl/lambda_vs_access_count.pdf b/experiments/No_Refresh_4_0s_ttl/lambda_vs_access_count.pdf
index 64ba6d04f194db4d4f8d0aa3b5434737c489f94c..6bbfa84a5feb1aedc2fd1f32fc08bdef861a8c09 100644
GIT binary patch
delta 16
XcmeB)=!w|Ss=;h*Zm_vSqlFm&H5CP|

delta 16
XcmeB)=!w|Ss=;hzXtcRQqlFm&H17qd

diff --git a/experiments/No_Refresh_4_0s_ttl/objects_in_cache_over_time.pdf b/experiments/No_Refresh_4_0s_ttl/objects_in_cache_over_time.pdf
index 9724bb69f5a4e3038b21f65cbf4e2c0c098cd7ce..e87e507db702295d8381cb76c068949d51de103a 100644
GIT binary patch
delta 16
XcmaEr{VIFIVMAtPbA!#t3{_YFMTG{w

delta 16
XcmaEr{VIFIVMAskL!-^d3{_YFMPCNF

diff --git a/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv b/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
index fada11a..deae9c0 100644
--- a/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
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diff --git a/experiments/No_Refresh_5_0s_ttl/hit_age.csv b/experiments/No_Refresh_5_0s_ttl/hit_age.csv
index 5903e50..9aa6e6c 100644
--- a/experiments/No_Refresh_5_0s_ttl/hit_age.csv
+++ b/experiments/No_Refresh_5_0s_ttl/hit_age.csv
@@ -1,101 +1,101 @@
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diff --git a/experiments/No_Refresh_5_0s_ttl/lambda_distribution.pdf b/experiments/No_Refresh_5_0s_ttl/lambda_distribution.pdf
index 50f8912014fc7bed3ede6126e7f9eea7e7742b63..463931a5923a2e85d30afc56f5ac686c6e1fd104 100644
GIT binary patch
delta 17
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delta 17
ZcmZ1)xioUaBMlZKLnD*T&ouTk0{}yJ2L}KE

diff --git a/experiments/No_Refresh_5_0s_ttl/lambda_vs_access_count.pdf b/experiments/No_Refresh_5_0s_ttl/lambda_vs_access_count.pdf
index 2291f65cd30ce9377fbec2d22881255a0e6dc141..57895584a2da32849cf610aa06e43e0bef7a655f 100644
GIT binary patch
delta 17
YcmaD8{w91wss@X(xq<2COpRt{07L`^VE_OC

delta 17
YcmaD8{w91wss@XZp^?evOpRt{07KITTL1t6

diff --git a/experiments/No_Refresh_5_0s_ttl/objects_in_cache_over_time.pdf b/experiments/No_Refresh_5_0s_ttl/objects_in_cache_over_time.pdf
index fcd253363200d22a244693c3f1a9a19d375d0733..42dbb4af56c529a2b388aa823b7fe8c9b3c645c1 100644
GIT binary patch
delta 16
XcmZq6Y0KGg-;mkZ++gz~LlqVPJB<b~

delta 16
XcmZq6Y0KGg-;mkJ&}j1`LlqVPJ7)$f

diff --git a/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv b/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
index 9a6e03d..dadf03a 100644
--- a/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
+++ b/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
@@ -1,9 +1,9 @@
 ,hit_rate,avg_age
 count,100.0,100.0
-mean,0.8689161003980432,2.469801316710304
-std,0.05362014513420393,0.13549611807744597
-min,0.78,2.0483199198321485
-25%,0.8270676691729323,2.3846153846153846
-50%,0.841726618705036,2.4849237260629664
-75%,0.9100820467221729,2.5632199275958536
-max,0.9991551939924906,2.7454545454545456
+mean,0.8689161003980432,2.145385684680086
+std,0.05362014513420393,0.16798985582896325
+min,0.78,1.8
+25%,0.8270676691729323,2.028076240306456
+50%,0.841726618705036,2.1573939226075067
+75%,0.9100820467221729,2.257799671592775
+max,0.9991551939924906,2.5247395833333335
diff --git a/experiments/avg_ages.md b/experiments/avg_ages.md
index ba3a913..66e6606 100644
--- a/experiments/avg_ages.md
+++ b/experiments/avg_ages.md
@@ -1,8 +1,8 @@
 |      |   avg_ages |
 |:-----|-----------:|
-| 0.5s |   0.240582 |
-| 1.0s |   0.497634 |
-| 2.0s |   1.00349  |
-| 3.0s |   1.47952  |
-| 4.0s |   1.96624  |
-| 5.0s |   2.4698   |
\ No newline at end of file
+| 0.5s |   0.110619 |
+| 1.0s |   0.307273 |
+| 2.0s |   0.771881 |
+| 3.0s |   1.1699   |
+| 4.0s |   1.66332  |
+| 5.0s |   2.14539  |
\ No newline at end of file
diff --git a/experiments/hr_and_age_vs_ttl.png b/experiments/hr_and_age_vs_ttl.png
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diff --git a/multi_aoi_cache_simulation.ipynb b/multi_aoi_cache_simulation.ipynb
index 95c2c5c..d7a6df3 100644
--- a/multi_aoi_cache_simulation.ipynb
+++ b/multi_aoi_cache_simulation.ipynb
@@ -332,134 +332,134 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
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      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "CPU times: user 9.38 s, sys: 4.9 s, total: 14.3 s\n",
-      "Wall time: 9.6 s\n"
+      "CPU times: user 9.09 s, sys: 3.93 s, total: 13 s\n",
+      "Wall time: 9.48 s\n"
      ]
     },
     {
@@ -2526,7 +2526,7 @@
     "    for obj_id in range(1, DATABASE_OBJECTS + 1):\n",
     "        if cache.access_count[obj_id] != 0:\n",
     "            hit_rate = cache.hits[obj_id] / max(1, cache.access_count[obj_id])  # Avoid division by zero\n",
-    "            avg_age = cache.cumulative_age[obj_id] / max(1, cache.hits[obj_id])  # Only average over hits\n",
+    "            avg_age = cache.cumulative_age[obj_id] / max(1, cache.access_count[obj_id])  # Average over access_count\n",
     "            statistics.append({\"obj_id\": obj_id,\"hit_rate\": hit_rate,\"avg_age\": avg_age})\n",
     "\n",
     "    stats = pd.DataFrame(statistics)\n",