logo

Sometimes I cache: implementing lock-free probabilistic caching

ID: 69dbcb72-7934-50ec-9322-0eec9decc956

STIX ID: report--69dbcb72-7934-50ec-9322-0eec9decc956

Feed Name: Cloudflare Blog

Date Published: 2024-12-26

Date Updated: 2026-04-27

Author: Thibault Meunier

...
...

The report explains how to prevent cache stampedes in HTTP caching by using probabilistic early revalidation instead of traditional cache locks, implemented in Cloudflare Workers. It details approaches from simple uniform probabilities to adaptive and exponential probability functions, demonstrates code snippets, and references academic research to justify an optimal, low-latency solution that reduces origin overload without relying on external locking services.

Your team is not currently subscribed to this feed. You must subscribe to it in order to see this post.