Year: 2025
Type: conference-abstract
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.
Author: Tobias Wrigstad
Institution: Uppsala University
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: gold
Funder: Vetenskapsrådet
OpenAlex ID: W4415004268
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