Simplified and Space-Optimal Semi-Streaming for $(2+Ξ΅)$-Approximate Matching

January 13, 2017 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Mohsen Ghaffari, David Wajc arXiv ID 1701.03730 Category cs.DS: Data Structures & Algorithms Citations 11 Venue arXiv.org Last Checked 4 months ago
Abstract
In a recent breakthrough, Paz and Schwartzman (SODA'17) presented a single-pass ($2+Ξ΅$)-approximation algorithm for the maximum weight matching problem in the semi-streaming model. Their algorithm uses $O(n\log^2 n)$ bits of space, for any constant $Ξ΅>0$. We present two simplified and more intuitive analyses, for essentially the same algorithm, which also improve the space complexity to the optimal bound of $O(n\log n)$ bits --- this is optimal as the output matching requires $Ξ©(n\log n)$ bits. Our analyses rely on a simple use of the primal-dual method and a simple accounting method.
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