js-sieve
v0.0.4
Published
SIEVE in JS, a modern efficient cache algorithm that is simpler than LRU, using FIFO 2Q.
Downloads
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Readme
This is a modern cache implementation, inspired by the SIEVE is Simpler than LRU: an Efficient Turn-Key Eviction Algorithm for Web Caches (NSDI'24) paper. It offers state-of-the-art efficiency and scalability compared to other LRU-based cache algorithms.
Based on the Go implementation (JS implementation is without mutex). All credits to @scalalang2.
Basic Usage
import { Sieve } from 'js-sieve';
const cache = new Sieve<string, string>(1000);
cache.set("hello", "world")
const [v, _] = cache.get("hello");
console.log(v) // => "world"
Benchmark
The benchmark result were obtained using go-cache-benchmark, all credits to golang-fifo:
itemSize=500000, workloads=7500000, cacheSize=0.10%, zipf's alpha=0.99, concurrency=16
CACHE | HITRATE | MEMORY | QPS | HITS | MISSES
-----------------+---------+---------+---------+---------+----------
sieve | 47.66% | 0.09MiB | 2508361 | 3574212 | 3925788
tinylfu | 47.37% | 0.11MiB | 2269542 | 3552921 | 3947079
s3-fifo | 47.17% | 0.18MiB | 1651619 | 3538121 | 3961879
slru | 46.49% | 0.11MiB | 2201350 | 3486476 | 4013524
s4lru | 46.09% | 0.12MiB | 2484266 | 3456682 | 4043318
two-queue | 45.49% | 0.17MiB | 1713502 | 3411800 | 4088200
clock | 37.34% | 0.10MiB | 2370417 | 2800750 | 4699250
lru-groupcache | 36.59% | 0.11MiB | 2206841 | 2743894 | 4756106
lru-hashicorp | 36.57% | 0.08MiB | 2055358 | 2743000 | 4757000
For additional info about SIEVE, head to golang-fifo. You'll find explanations why SIEVE is so good, why you should use it instead of FIFO/LRU, and things to consider before using it.
Contribution
How to run tests
$ npx esno test/index.mts
How to run benchmark test
$ npx esno bench/index.mts