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

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 determini...

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Vydáno v:Proceedings / annual Symposium on Foundations of Computer Science s. 370 - 381
Hlavní autoři: Chechik, Shiri, Zhang, Tianyi
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.11.2019
Témata:
Computer science
Data structures
dynamic algorithms
graph algorithms
Heuristic algorithms
maximal independent sets
Resource management
Silicon
Voting
ISSN:2575-8454
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Shrnutí: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(m 3/4 ) update time. Later, this was independently improved by Du and Zhang and by Gupta and Khan [arXiv 2018] to Õ(m 2/3 ) update time 1 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(m 1/3 ) update times. In this paper, we propose a dynamic randomized algorithm against oblivious adversary with expected worst-case update time of O(log 4 n). 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(log 6 n) worst-case update time with high probability. This is the first dynamic MIS algorithm with very fast update time of poly-log.
ISSN:2575-8454
DOI:10.1109/FOCS.2019.00031