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SODA2022顶会

Semi-Streaming Bipartite Matching in Fewer Passes and Optimal Space

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

2022年份
9被引次数
13顶会引用

摘要

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.

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