PyErlang: A Stepping Stone towards Behaviour-Oriented Concurrency in Python (Keynote)

Python was designed in an era of mostly single-core machines, where concurrency was typically not parallel, and Dennard scaling made us rely on ever-faster single core CPUs coming onto the market every year. In this context, Python's Global Interpreter Lock (GIL)-based design is easily motivated: only one thread may interpret bytecodes at a time in a Python program. This buys a lot of simplicity for your runtime, but it also means that throwing more cores at a Python program does not make it go faster.

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Publication Details

Published
2025-10-09
DOI
https://doi.org/10.1145/3759161.3771262
Primary Topic
Computational Physics and Python Applications
Type
article
Field-Weighted Citation Impact
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article

PyErlang: A Stepping Stone towards Behaviour-Oriented Concurrency in Python (Keynote)

Tobias Wrigstad
Computational Physics and Python Applications
article

PyErlang: A Stepping Stone towards Behaviour-Oriented Concurrency in Python (Keynote)

Tobias Wrigstad
article en

Abstract

Python was designed in an era of mostly single-core machines, where concurrency was typically not parallel, and Dennard scaling made us rely on ever-faster single core CPUs coming onto the market every year. In this context, Python's Global Interpreter Lock (GIL)-based design is easily motivated: only one thread may interpret bytecodes at a time in a Python program. This buys a lot of simplicity for your runtime, but it also means that throwing more cores at a Python program does not make it go faster.

Uppsala University (SE)
Openalex Percentile: Top 85%
Computational Physics and Python Applications
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PyErlang: A Stepping Stone towards Behaviour-Oriented Concurrency in Python (Keynote) — Tobias Wrigstad · (2025) | TGRS Research Map | TGRS