Queueing Theory Python Packages

ciw

Ciw is a simulation library for open queueing networks.

most-queue

Python package for calculation and simulation of queueing systems (QS) and networks.

asyncflow-sim

Scenario-driven simulator for async distributed systems: declare topologies, run simulations, measure latency/throughput, resource usage and see where bottlenecks emerge.

slosizer

slosizer: Right-size reserved LLM capacity Based on SLO

fast-engset

Fast and accurate routines to compute various quantities in the Engset model.

phph

A Python package for PH/PH/c queueing systems

flodeck

FLoDeck: a discrete-event queueing simulation framework for modeling the flow of computational load through constrained computing systems

openqtsim

Discrete event simulation of queues with a Kendall notation