feat(simulation): Added 00/04 to create a simulation from a list of lambdas and TTL

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
2024-12-10 11:52:56 +01:00
parent b166a9e64a
commit 5be438e9a1
53 changed files with 115587 additions and 83548 deletions
--- a/00_aoi_caching_simulation/00-aoi_cache_simulation.ipynb
+++ b/00_aoi_caching_simulation/00-aoi_cache_simulation.ipynb
--- a/00_aoi_caching_simulation/02-multi_aoi_cache_simulation.ipynb
+++ b/00_aoi_caching_simulation/02-multi_aoi_cache_simulation.ipynb
--- a/00_aoi_caching_simulation/04-aoi_simulation_from_file.ipynb
+++ b/00_aoi_caching_simulation/04-aoi_simulation_from_file.ipynb
--- a/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/details.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/hit_age.csv
@@ -1,101 +0,0 @@
-obj_id,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_0_5s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
-count,100.0,100.0,100.0,100.0,100.0
-mean,0.5648844987422205,0.558119350722809,0.5647908293259941,32.19642278453834,29.072015257816783
-std,0.2139331933618249,0.2170740756563778,0.21381482828433906,162.04336758827446,157.33338179627194
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/details.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/hit_age.csv
@@ -1,101 +0,0 @@
-obj_id,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
-count,100.0,100.0,100.0,100.0,100.0
-mean,0.7698280647273673,0.7686774180614354,0.770425426951484,77.69522257985282,71.61047536922527
-std,0.15640597335671985,0.15703293697817727,0.1555513910930252,242.71862375527397,238.0298584082803
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-max,0.9999979293708393,1.0,0.9999997450855033,1060.1371766518919,1062.6458329246743
--- a/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/details.csv
@@ -1,101 +0,0 @@
-obj_id,access_count,hits,misses,mu,lambda,hit_rate,expected_hit_rate,expected_hit_rate_delta,avg_cache_time,cache_time_delta,avg_age,expected_age,age_delta
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/hit_age.csv
@@ -1,101 +0,0 @@
-obj_id,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
-count,100.0,100.0,100.0,100.0,100.0
-mean,0.91661710442031,0.9162582095250477,0.9169650284855991,131.39556743161324,120.89851661699817
-std,0.06253952442618005,0.062451494468941625,0.06302771562285776,311.3062277178353,309.38973404832717
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-max,0.9999931123784335,1.0,0.9999996306423272,1070.728501042905,1071.464284524187
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/details.csv
@@ -1,11 +0,0 @@
-obj_id,access_count,hits,misses,mu,lambda,hit_rate,expected_hit_rate,expected_hit_rate_delta,avg_cache_time,cache_time_delta,avg_age,expected_age,age_delta
-1,3976,3975,1,0,2,0.9997484909456741,1.0,-0.00025150905432591575,0.9999452683555543,-0.0001967774098802222,1014.452192424839,993.8749842789704,20.577208145868667
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/hit_age.csv
@@ -1,11 +0,0 @@
-obj_id,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3000000000_0s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/details.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/hit_age.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_3_0s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
-count,100.0,100.0,100.0,100.0,100.0
-mean,0.9679317913838174,0.9683052961638563,0.9676874650457498,274.8288863738333,259.21462622522296
-std,0.02419206068641592,0.02373803008919154,0.024569875837750704,433.52977094831726,435.77879154008764
-min,0.933,0.950212931632136,0.9273820930115407,11.129952406217221,7.204021280045715
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-75%,0.9978270118301784,0.9975212478233336,0.9984232846015519,223.7561246511528,115.73892653957621
-max,0.9999887531772275,1.0,0.9999970857486101,1096.523003122301,1102.0624964552994
--- a/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/details.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/hit_age.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_4_0s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
-count,100.0,100.0,100.0,100.0,100.0
-mean,0.9897884982115596,0.9904115712104672,0.989656371005946,442.73239130566145,407.29114300695545
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-max,0.9999981161967519,1.0,0.9999995775220942,1072.649996937639,1069.624985392202
--- a/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/details.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/details.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/hit_age.csv
@@ -1,101 +0,0 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_5_0s_ttl/overall_hit_age.csv
@@ -1,9 +0,0 @@
-,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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-mean,0.9953443206249202,0.9958147334586499,0.9954451062793003,460.0120641644132,421.2475605352718
-std,0.0037838417482891156,0.003277078465023217,0.003941487312951466,438.5456330279936,459.7399440940381
-min,0.988,0.9932620530009145,0.9880895961230295,66.15867367479018,41.41515761234073
-25%,0.9923759662896949,0.9932620530009145,0.9921726947842899,108.59918894112637,65.33498084879865
-50%,0.9941648428352272,0.9932620530009145,0.9947945690963905,153.08896903666576,85.43676847106119
-75%,0.9997647330829824,0.9999546000702375,0.9998047459271276,1040.05534548247,1040.1249849775975
-max,0.9999992967215974,1.0,0.9999998745822094,1061.668255053678,1082.3749855637955
--- a/00_aoi_caching_simulation/experiments/avg_ages.md
+++ b/00_aoi_caching_simulation/experiments/avg_ages.md
@@ -1,9 +0,0 @@
-|               |   avg_ages |
-|:--------------|-----------:|
-| 0.5s          |    32.1964 |
-| 1.0s          |    77.6952 |
-| 2.0s          |   131.396  |
-| 3.0s          |   274.829  |
-| 4.0s          |   442.732  |
-| 5.0s          |   460.012  |
-| 3000000000.0s |  1028.55   |
--- a/00_aoi_caching_simulation/experiments/hit_rates.md
+++ b/00_aoi_caching_simulation/experiments/hit_rates.md
@@ -1,9 +0,0 @@
-|               |   hit_rates |
-|:--------------|------------:|
-| 0.5s          |    0.564884 |
-| 1.0s          |    0.769828 |
-| 2.0s          |    0.916617 |
-| 3.0s          |    0.967932 |
-| 4.0s          |    0.989788 |
-| 5.0s          |    0.995344 |
-| 3000000000.0s |    0.999625 |
--- a/00_aoi_caching_simulation/experiments/hr_and_age_vs_ttl.png
+++ b/00_aoi_caching_simulation/experiments/hr_and_age_vs_ttl.png
--- a/00_aoi_caching_simulation/file_experiment/details.csv
+++ b/00_aoi_caching_simulation/file_experiment/details.csv
@@ -0,0 +1,101 @@
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--- a/00_aoi_caching_simulation/file_experiment/hit_age.csv
+++ b/00_aoi_caching_simulation/file_experiment/hit_age.csv
@@ -0,0 +1,101 @@
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--- a/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/lambda_distribution.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_2_0s_ttl/lambda_distribution.pdf
--- a/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/lambda_vs_access_count.pdf
+++ b/00_aoi_caching_simulation/experiments/No_Refresh_1_0s_ttl/lambda_vs_access_count.pdf
--- a/00_aoi_caching_simulation/file_experiment/objects_in_cache_over_time.pdf
+++ b/00_aoi_caching_simulation/file_experiment/objects_in_cache_over_time.pdf
--- a/00_aoi_caching_simulation/file_experiment/overall_hit_age.csv
+++ b/00_aoi_caching_simulation/file_experiment/overall_hit_age.csv
@@ -0,0 +1,9 @@
+,hit_rate,expected_hit_rate,avg_cache_time,avg_age,expected_age
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