Lara Kattan - Simulations in Python: Discrete Event Simulation with SimPy | PyData NYC 2022

[nisone]

00:00 Welcome!
00:23 How to access the material from today
00:51 What is a simulation
04:53 Discrete event simulation (DES)
06:59 Most frequent application of DES: Queuing theory
09:21 Queueing theory in Kendall notation
11:29 Simplest queue: M/M/1
16:19 M/M/1 queue simulation
21:52 Using SimPy
24:16 Compare SimPy simulation to theoretical metric
24:58 Real-world example from the literature
25:35 Sources and suggested reading
26:44 Introduction to Simpy
26:56 First time runing Simpy, defining Entity, Resource, Source