Dynamic Minimum Spanning Forest with Subpolynomial Worst-case Update Time

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Abstract: We present a Las Vegas algorithm for dynamically maintaining a minimum spanning forest of an nnode graph undergoing edge insertions and deletions. Our algorithm guarantees an O(no(1)) worst-case update time with high probability. This significantly improves the two recent Las Vegas algorithms by Wulff-Nilsen [2] with update time O(n0.5-ε) for some constant ε > 0 and, independently, by Nanongkai and Saranurak [3] with update time O(n0.494) (the latter works only for maintaining a spanning forest). Our result is obtained by identifying the common framework that both two previous algorithms rely on, and then improve and combine the ideas from both works. There are two main algorithmic components of the framework that are newly improved and critical for obtaining our result. First, we improve the update time from O(n0.5-ε) in [2] to O(no(1)) for decrementally removing all low-conductance cuts in an expander undergoing edge deletions. Second, by revisiting the “contraction technique” by Henzinger and King [4] and Holm et al. [5], we show a new approach for maintaining a minimum spanning forest in connected graphs with very few (at most (1 + o(1))n) edges. This significantly improves the previous approach in [2], [3] which is based on Frederickson's 2-dimensional topology tree [6] and illustrates a new application to this old technique.
Original languageEnglish
Title of host publication2017 IEEE 58th Annual IEEE Symposium on Foundations of Computer Science (FOcS)
PublisherIEEE
Publication date2017
Pages950-961
DOIs
Publication statusPublished - 2017
Event58th Annual IEEE Symposium on Foundations of Computer Science - Berkeley, United States
Duration: 15 Oct 201717 Oct 2017
Conference number: 58

Conference

Conference58th Annual IEEE Symposium on Foundations of Computer Science
Nummer58
LandUnited States
ByBerkeley
Periode15/10/201717/10/2017

    Research areas

  • dynamic graph algorithms, minimum spanning forests, graph decomposition

ID: 194948023