Semi-Streaming Bipartite Matching in Fewer Passes and Optimal Space
Sepehr Assadi, Arun Jambulapati, Yujia Jin, Aaron Sidford, Kevin Tian
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.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 8b8d2934-9c08-48df-a9fd-8cd488f65a8eCited by top-tier papers13
- On Regularity Lemma and Barriers in Streaming and Dynamic MatchingSepehr Assadi, Soheil Behnezhad, Sanjeev Khanna, Huan LiSTOC 2023 · 13 citations
- Dynamic Matching with Better-than-2 Approximation in Polylogarithmic Update TimeSayan Bhattacharya, Peter Kiss, Thatchaphol Saranurak, David WajcSODA 2023 · 11 citations
- Deterministic (1+ε)-approximate maximum matching with poly(1/ε) passes in the semi-streaming model and beyondManuela Fischer, Slobodan Mitrovic, Jara UittoSTOC 2022 · 11 citations
- Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph ProblemsTa Duy Nguyen, Alina EneICML 2024 · 10 citations
- Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral GeneralizationsArun Jambulapati, Kevin TianNeurIPS 2023 · 10 citations
Builds on6
- Parallel approximate undirected shortest paths via low hop emulatorsAlexandr Andoni, Clifford Stein, Peilin ZhongSTOC 2020 · 50 citations
- Faster parallel algorithm for approximate shortest pathJason LiSTOC 2020 · 48 citations
- Space Efficient Approximation to Maximum Matching Size from Uniform Edge SamplesMichael Kapralov, Slobodan Mitrovic, Ashkan Norouzi-Fard, Jakab TardosSODA 2020 · 30 citations
- Almost optimal super-constant-pass streaming lower bounds for reachabilityLijie Chen, Gillat Kol, Dmitry Paramonov, Raghuvansh R. Saxena et al.STOC 2021 · 15 citations
- Space Lower Bounds for Approximating Maximum Matching in the Edge Arrival ModelMichael KapralovSODA 2021 · 15 citations
Related papers
- Approximate Maximum Matching in Random StreamsAlireza Farhadi, Mohammad Taghi Hajiaghayi, Tung Mai, Anup Rao et al.SODA 2020 · 14 citations
- Settling the Pass Complexity of Approximate Matchings in Dynamic Graph StreamsSepehr Assadi, Soheil Behnezhad, Christian Konrad, Kheeran K. Naidu et al.SODA 2025 · 2 citations
- An Unconditional Lower Bound for Two-Pass Streaming Algorithms for Maximum Matching ApproximationChristian Konrad, Kheeran K. NaiduSODA 2024 · 1 citation
- Near-Quadratic Lower Bounds for Two-Pass Graph Streaming AlgorithmsSepehr Assadi, Ran RazFOCS 2020 · 13 citations
- Hidden Permutations to the Rescue: Multi-Pass Streaming Lower Bounds for Approximate MatchingsSepehr Assadi, Janani SundaresanFOCS 2023 · 3 citations
