SIEVE

How does SIEVE work?

Key Features

Simplicity

SIEVE is easy to implement and can be easily integrated into existing systems.

Cache library	Language	Lines	Hour of work
groupcache	Golang	21	<1
mnemonist	Javascript	12	1
lru-rs	Rust	16	1
lru-dict	Python + C	21	<1

Efficiency

SIEVE achieves state-of-the-art efficiency on skewed workloads.

*Miss ratio on a Zipfian dataset (α=1).

Cache Primitive

SIEVE can facilitate the design of advanced eviction algorithms.

Adoption

Large systems:

Immudb

TiDB

Pelikan

Nyrkiö

SkiftOS

DragonFly

DNSCrypt-proxy

encrypted-dns-resolver

Cache libraries:

golang-fifo

js-sieve

rust-sieve-cache

go-sieve

sieve_cache (Ruby)

zig-sieve (Zig)

sieve (Swift)

sieve-cache-d (D)

sieve-cache-cpp (C++)

sieve (JavaScript)

sieve (Elixir)

sieve (Nim)

SIEVE (C#)

sieve-cache (Java)

sieve (Python)

sieve-cache-in-rust

sieve-cache (JavaScript)

sieve (typescrpt)

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Media coverage:

TL;DR

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Acknowledgement

Sponsors:
Carnegie Mellon University Parallel Data Laboratory Emory University SimBioSys Lab
Meta, Google, AWS, Microsoft, CloudLab, NSF, Sloan Foundation and VMware

Dataset source:
Meta, Tencent, Wikimedia, Twitter

Simplicity

Efficiency

Cache Primitive

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