Skip to content

Add M/M/c (split) queue-theory analyzer, RANDOM load-balancer policy, and end-to-end comparison reports #26

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
GioeleB00 merged 2 commits into from
Sep 9, 2025
Merged

Add M/M/c (split) queue-theory analyzer, RANDOM load-balancer policy, and end-to-end comparison reports #26

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
da5cbd5
mmc split + notebook mmc split + random lb algo
GioeleB00 Sep 8, 2025
1b67446
tests for mmc
GioeleB00 Sep 9, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
29 changes: 13 additions & 16 deletions ..._queue_limit/asyncflow_mm1_notebook.ipynb → asyncflow_queue_limit/asyncflow_mm1.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -93,20 +93,18 @@
"\n",
"```mermaid\n",
"graph LR;\n",
" %% Definiamo i nodi con i loro dettagli\n",
" rqs1[\"<b>RqsGenerator</b><br/>id: rqs-1\"]\n",
" client1[\"<b>Client</b><br/>id: client-1\"]\n",
" app1[\"<b>Server</b><br/>id: app-1<br/>Endpoint: /api\"]\n",
"\n",
" %% Definiamo le connessioni (edge) con latenza\n",
" rqs1 -- \"Edge: gen-client<br/>Latency: 0.0001\" --> client1;\n",
" client1 -- \"Request<br/>Edge: client-app<br/>Latency: 0.0001\" --> app1;\n",
" app1 -- \"Response<br/>Edge: app-client<br/>Latency: 0.0001\" --> client1;"
]
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"metadata": {
"tags": [
"build"
Expand Down Expand Up @@ -148,7 +146,7 @@
" e_app_client = Edge(id=\"app-client\", source=\"app-1\", target=\"client-1\", latency=0.0001, dropout_rate=0.0)\n",
"\n",
" settings = SimulationSettings(\n",
" total_simulation_time=900,\n",
" total_simulation_time=2400,\n",
" sample_period_s=0.05,\n",
" )\n",
"\n",
Expand All @@ -160,9 +158,7 @@
" .add_edges(e_gen_client, e_client_app, e_app_client)\n",
" .add_simulation_settings(settings)\n",
" ).build_payload()\n",
" return payload\n",
"\n",
"payload = build_payload()\n"
" return payload\n"
]
},
{
Expand All @@ -174,7 +170,7 @@
},
{
"cell_type": "code",
"execution_count": 21,
"execution_count": null,
"metadata": {
"tags": [
"run"
Expand All @@ -190,6 +186,7 @@
}
],
"source": [
"payload = build_payload()\n",
"env = simpy.Environment()\n",
"runner = SimulationRunner(env=env, simulation_input=payload)\n",
"results: ResultsAnalyzer = runner.run()\n",
Expand Down Expand Up @@ -306,7 +303,7 @@
},
{
"cell_type": "code",
"execution_count": 22,
"execution_count": 28,
"metadata": {
"tags": [
"mm1"
Expand All @@ -322,13 +319,13 @@
"--------------------------------------------------------------------\n",
"sym metric theory observed abs rel%\n",
"--------------------------------------------------------------------\n",
"λ Arrival rate (1/s) 33.333333 33.204444 -0.128889 -0.39\n",
"μ Service rate (1/s) 66.666667 66.638004 -0.028663 -0.04\n",
"rho Utilization 0.500000 0.498281 -0.001719 -0.34\n",
"L Mean items in system 1.000000 1.034536 0.034536 3.45\n",
"Lq Mean items in queue 0.500000 0.526294 0.026294 5.26\n",
"W Mean time in system (s) 0.030000 0.031157 0.001157 3.86\n",
"Wq Mean waiting time (s) 0.015000 0.015850 0.000850 5.67\n",
"λ Arrival rate (1/s) 33.333333 33.150833 -0.182500 -0.55\n",
"μ Service rate (1/s) 66.666667 66.556885 -0.109782 -0.16\n",
"rho Utilization 0.500000 0.498083 -0.001917 -0.38\n",
"L Mean items in system 1.000000 1.012994 0.012994 1.30\n",
"Lq Mean items in queue 0.500000 0.504967 0.004967 0.99\n",
"W Mean time in system (s) 0.030000 0.030557 0.000557 1.86\n",
"Wq Mean waiting time (s) 0.015000 0.015232 0.000232 1.55\n",
"====================================================================\n"
]
}
Expand Down
Loading