feat(simulation): Added time spent in cache log for each object

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
2024-12-04 16:38:39 +01:00
parent 036789cc7c
commit 7d194176f0
41 changed files with 2170 additions and 13595 deletions
--- a/00_aoi_caching_simulation/aoi_cache_simulation.ipynb
+++ b/00_aoi_caching_simulation/aoi_cache_simulation.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 +1,101 @@
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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 +1,101 @@
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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 +1,9 @@
-,hit_rate,avg_age,expected_age
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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 +1,101 @@
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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 +1,101 @@
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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/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/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 +1,9 @@
-,hit_rate,avg_age,expected_age
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--- 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 +1,101 @@
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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 +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_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 +1,9 @@
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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 +1,101 @@
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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 +1,101 @@
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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 +1,9 @@
-,hit_rate,avg_age,expected_age
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+,hit_rate,avg_cache_time,avg_age,expected_age
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--- 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 +1,101 @@
-obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age,expected_age,age_delta
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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 +1,101 @@
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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 +1,9 @@
-,hit_rate,avg_age,expected_age
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--- 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 +1,101 @@
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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 +1,101 @@
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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 +1,9 @@
-,hit_rate,avg_age,expected_age
-count,100.0,100.0,100.0
-mean,0.8725120313088975,2.1796613745422433,0.3820956069194319
-std,0.054253138996698945,0.14088494880608413,0.0486454668305639
-min,0.825,1.9614299153339605,0.34031249999999996
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-50%,0.8375154569422085,2.1252243109839615,0.3507162050513173
-75%,0.9093495418588469,2.2777534596124283,0.41345830570351416
-max,0.9978256165047042,2.521853655548409,0.49782798047649657
+,hit_rate,avg_cache_time,avg_age,expected_age
+count,100.0,100.0,100.0,100.0
+mean,0.8725120313088975,0.4685606921300493,2.1796613745422433,0.3820956069194319
+std,0.054253138996698945,0.1608732540161451,0.14088494880608413,0.0486454668305639
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+max,0.9978256165047042,0.621776914452012,2.521853655548409,0.49782798047649657
--- a/00_aoi_caching_simulation/experiments/README.md
+++ b/00_aoi_caching_simulation/experiments/README.md
@@ -1,17 +0,0 @@
-# Experiments: No Refresh with variable TTL
-
-Explanation for files in each experiment:
-
- `details.csv`: Access Count, Hit, Miss, Mu, Lambda and Hit Rate for each object
- `hit_age.csv`: Shows hit rate/average age at time of request for each object.
- `lambda_distribution.pdf`: Lambda Distribution across all objects/discrete
-  values of the Zipf distribution
- `lambda_vs_access_count.pdf`: Displays the access count against lambda,
-  expecting a higher lambda to result in a higher access count.
- `objects_in_cache_over_time.pdf`: Amount of cache entries at given time.
- `overall_hit_age.csv`: Cumulative description of `hit_age.csv`
-
-Length of simulation doesn't change much since we're not touching the request
-rate across the simulations.
-Break condition for the simulation is when the each database object has been
-requested at least `ACCESS_COUNT_LIMIT` (i.e. 10) times.
--- a/00_aoi_caching_simulation/multi_aoi_cache_simulation.ipynb
+++ b/00_aoi_caching_simulation/multi_aoi_cache_simulation.ipynb