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 language | English |
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Title of host publication | PODC 2021 - Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing |
Pages | 203-211 |
Number of pages | 9 |
ISBN (Electronic) | 9781450385480 |
DOIs | |
Publication status | Published - 21 Jul 2021 |
Event | 40th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2021 - Virtual, Online, Italy Duration: 26 Jul 2021 → 30 Jul 2021 |
Publication series
Series | Proceedings of the Annual ACM Symposium on Principles of Distributed Computing |
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Conference
Conference | 40th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2021 |
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Country/Territory | Italy |
City | Virtual, Online |
Period | 26/7/21 → 30/7/21 |
Funding
This work is partially supported by the European Research Council (ERC) Grant No. 949083. We are very grateful to the PODC 2021 reviewers for many insightful comments, and specifically for the reviewer suggesting the improvement of Lemma 3.3.
All Science Journal Classification (ASJC) codes
- Software
- Hardware and Architecture
- Computer Networks and Communications