Fully Dynamic Maximal Independent Set in Expected Poly-Log Update Time

Shiri Chechik, Tianyi Zhang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In the fully dynamic maximal independent set (MIS) problem our goal is to maintain an MIS in a given graph G while edges are inserted and deleted from the graph. The first non-Trivial algorithm for this problem was presented by Assadi, Onak, Schieber, and Solomon [STOC 2018] who obtained a deterministic fully dynamic MIS with O(m3/4) update time. Later, this was independently improved by Du and Zhang and by Gupta and Khan [arXiv 2018] to Õ(m2/3) update time1 Du and Zhang [arXiv 2018] also presented a randomized algorithm against an oblivious adversary with Õ(√m) update time. The current state of art is by Assadi, Onak, Schieber, and Solomon [SODA 2019] who obtained randomized algorithms against oblivious adversary with Õ(√n) and Õ(m1/3) update times. In this paper, we propose a dynamic randomized algorithm against oblivious adversary with expected worst-case update time of O(log4n). As a direct corollary, one can apply the black-box reduction from a recent work by Bernstein, Forster, and Henzinger [SODA 2019] to achieve O(log6n) worst-case update time with high probability. This is the first dynamic MIS algorithm with very fast update time of poly-log.

Original languageEnglish
Title of host publicationProceedings - 2019 IEEE 60th Annual Symposium on Foundations of Computer Science, FOCS 2019
PublisherIEEE Computer Society
Pages370-381
Number of pages12
ISBN (Electronic)9781728149523
DOIs
StatePublished - Nov 2019
Event60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019 - Baltimore, United States
Duration: 9 Nov 201912 Nov 2019

Publication series

NameProceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS
Volume2019-November

Conference

Conference60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019
Country/TerritoryUnited States
CityBaltimore
Period9/11/1912/11/19

Keywords

  • dynamic algorithms
  • graph algorithms
  • maximal independent sets

All Science Journal Classification (ASJC) codes

  • General Computer Science

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