Low-Congestion Shortcuts in Constant Diameter Graphs

Shimon Kogan, Merav Parter

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Low congestion shortcuts, introduced by Ghaffari and Haeupler (SODA 2016), provide a unified framework for global optimization problems in the CONGEST model of distributed computing. Roughly speaking, for a given graph G and a collection of vertex-disjoint connected subsets S1,…,Sℓ ⊆V(G), (c,d) low-congestion shortcuts augment each subgraph G[Si] with a subgraph Hi ⊆G such that: (i) each edge appears on at most c subgraphs (congestion bound), and (ii) the diameter of each subgraph G[Si] ∪ Hi is bounded by d (dilation bound). It is desirable to compute shortcuts of small congestion and dilation as these quantities capture the round complexity of many global optimization problems in the CONGEST model. For n-vertex graphs with constant diameter D=O(1), Elkin (STOC 2004) presented an (implicit) shortcuts lower bound with1 c + d + Ωe (n (D-2)/(2D-2)). A nearly matching upper bound, however, was only recently obtained for D ∈ {3,4} by Kitamura et al. (DISC 2019). In this work, we resolve the long-standing complexity gap of shortcuts in constant diameter graphs, originally posed by Lotker et al. (PODC 2001). We present new shortcut constructions which match, up to poly-logarithmic terms, the lower bounds of Elkin. As a result, we provide improved and existentially optimal algorithms for several network optimization tasks in constant diameter graphs, including MST, (1+ε)-approximate minimum cuts and more.
Original languageEnglish
Title of host publicationPODC 2021 - Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing
Pages203-211
Number of pages9
ISBN (Electronic)9781450385480
DOIs
StatePublished - 21 Jul 2021
Event40th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2021 - Virtual, Online, Italy
Duration: 26 Jul 202130 Jul 2021

Publication series

NameProceedings of the Annual ACM Symposium on Principles of Distributed Computing

Conference

Conference40th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2021
Country/TerritoryItaly
CityVirtual, Online
Period26/07/2130/07/21

All Science Journal Classification (ASJC) codes

  • Software
  • Hardware and Architecture
  • Computer Networks and Communications

Fingerprint

Dive into the research topics of 'Low-Congestion Shortcuts in Constant Diameter Graphs'. Together they form a unique fingerprint.

Cite this