NCS/age_cache_simulation
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refactor(comments): Added comments to explain the different example simulation configurations

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Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
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Tuan-Dat Tran 2024-12-12 22:15:58 +01:00
parent d5d163f098
commit 910a5c9233
1 changed files with 8 additions and 0 deletions
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00_aoi_caching_simulation/06-multi_aoi_simulation.ipynb
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@ -424,6 +424,8 @@
"metadata": {},
"outputs": [],
"source": [
"# Simulate with a Cache that does random evictions, We'll have 100 Database Objects and a Cache Size of 10\n",
"# We'll generate lambdas from a zipf distribution\n",
"# config = RandomEvictionSimulation(100, 10)\n",
"# config.generate_objects()"
]
@ -435,6 +437,8 @@
"metadata": {},
"outputs": [],
"source": [
"# Simulate with a Cache that does lru, We'll have 100 Database Objects and a Cache Size of 10\n",
"# We'll generate lambdas from a zipf distribution\n",
"# config = LRUSimulation(100, 10)\n",
"# config.generate_objects()"
]
@ -446,6 +450,8 @@
"metadata": {},
"outputs": [],
"source": [
"# Simulate with a Cache that does Refreshes with TTL based eviction, We'll have 100 Database Objects and a Cache Size of 10\n",
"# We'll generate lambdas from a zipf distribution. Each object will have a fixed ttl of 1 when its pulled into the cache. Mu for the refresh rate is 10\n",
"# config = RefreshSimulation(100, 80)\n",
"# config.generate_objects(1, 10)"
]
@ -457,6 +463,8 @@
"metadata": {},
"outputs": [],
"source": [
"# Simulate with a Cache that does TTL based eviction, We'll have 100 Database Objects and a Cache Size of 10\n",
"# We'll take lambdas from the \"lambda\" column of the file \"../calculated.csv\" and the TTLs for each object from the \"optimal_TTL\" column of the same file.\n",
"config = TTLSimulation(100, 10)\n",
"config.from_file(\"../calculated.csv\", \"lambda\", \"optimal_TTL\")"
]