Lune

SODA2022Top-tier venue

Semi-Streaming Bipartite Matching in Fewer Passes and Optimal Space

Sepehr Assadi, Arun Jambulapati, Yujia Jin, Aaron Sidford, Kevin Tian

2022Year
9Citations
13Top-tier citations

Abstract

We provide O( -1 )-pass semi-streaming algorithms for computing (1 -)-approximate maximum cardinality matchings in bipartite graphs. Our most efficient methods are deterministic and use optimal, O(n), space, improving upon the space complexity of the previous state-of-the-art O( -1 )-pass algorithm of [AG18]. To obtain our results we provide semi-streaming adaptations of more general continuous optimization tools. Further, we leverage these techniques to obtain improvements for streaming variants of approximate linear programming, optimal transport, exact matching, transshipment, and shortest path problems.

Ask about this paper

Your agent reads all of it.

Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.

Questions to start from

Your agent calls

Luneget_paper_fulltext

Ask in Lune

Free to start. No credit card required.

lune papers fulltext 8b8d2934-9c08-48df-a9fd-8cd488f65a8e

Cited by top-tier papers13

Ask how each one uses it

Builds on6

Related papers

Dusk over the sea between two cliffs drawn in fine vertical lines