Data Compression RSS Feeds

Directory0 data compression feeds · 10 articlesEnglish only →

Latest

Data Compression articles

Progressive Certificate Joins: A Decode-Work Law for Provably-Exact Spatial Joins over Compressed Geometry

Filter-and-refine spatial joins have always avoided touching exact geometry for certified candidate pairs, but the field never modeled the decompression cost of the pairs that survive the filter. When geometry is stored in a compressed, progressively-deco

Insighttechnologysciencespatial computing

arxiv.org·Tech by Flipboard·5d ago·2 min read

Tensor network compression method for fluid dynamics data using matrix product states

High performance computers produce extreme-scale data sets that require sampling or compression if they are to be used to their full potential. Existing data compression techniques typically exploit features such as sparsity in the data, homogeneity in th

Insighttechnologyscience

Shared by @informaq.bsky.social ↗

arxiv.org1mo ago

TurboQuant: Compressing AI Vectors to 2-4 Bits Using Random Rotations

TurboQuant: A First-Principles Walkthrough

Insighttechnologymachine learning

arkaung.github.io2mo ago

6cy: High-Performance Streaming Container Format with Rust Reference Implementation

Codetechnologyprogramming

github.com5mo ago

ts_zip: Text Compression Tool Using Large Language Models Achieves High Compression Ratios

The compression ratio is given in bits per byte (bpb).

Newstechnologyprogrammingai applicationsbellard.org·Hacker News: Front Page·6mo ago·1 min read

SEE: Schema-Aware JSON Compression with Millisecond Lookups

Schema-aware JSON compression with millisecond lookups — cut transfer/storage while enabling exists*/pos* queries. (Demo + wheels; core is binary-only) - GitHub - kodomonocch1/see_proto: Schema-...

Codetechnologyprogrammingsoftware development

github.com·Hacker News: Front Page·9mo ago·3 min read

Understanding the Burrows-Wheeler Transform: An Interactive Guide to Data Compression and Sequence Alignment

An interactive deep dive into how the Burrows-Wheeler transform works for compression and for genomics sequence alignment algorithms.

technologyprogrammingbioinformatics

sandbox.bio·Hacker News: Front Page·9mo ago·4 min read

Facebook Releases OpenZL: A Novel Data Compression Framework for Specialized Datasets

Codetechnologyprogramming

github.com9mo ago

OpenZL: Open Source Format-Aware Compression Framework Released

Newstechnologyprogramming

engineering.fb.com9mo ago

Building a Competitive BZip2 Encoder in Ada: Part 3 - Entropy Coding with AI/Machine Learning Integration

technologyprogramming

gautiersblog.blogspot.com10mo ago