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On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement

Published: 04 January 2023 Publication History

Abstract

Our paper investigates the message complexity of two fundamental problems, leader election and agreement, in the crash-fault synchronous and fully-connected distributed network. We present randomized algorithms for both the problems and also show non-trivial lower bounds on the message complexity. Our algorithms achieve sublinear message complexity in the so-called implicit version of the two problems when tolerating more than a constant fraction of the faulty nodes. In comparison to the state-of-art, our results improved and extended the works of [Gilbert-Kowalski, SODA’10] (which studied only the agreement problem) in several directions. Specifically, our algorithms tolerate any number of faulty nodes up to . The message complexity (and also the time complexity) of our algorithms is optimal (up to a factor). Further, our algorithm works in anonymous networks, where nodes do not know each other. To the best of our knowledge, these are the first sublinear results for both the leader election and the agreement problem in the crash-fault distributed networks.
A full version of the paper is available at [3]

References

[1]
Seth Gilbert and Dariusz R. Kowalski. 2010. Distributed Agreement with Optimal Communication Complexity. In SODA. 965–977.
[2]
Manish Kumar and Anisur Rahaman Molla. 2021. Brief Announcement: On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement. In PODC ’21: ACM Symposium on Principles of Distributed Computing, Virtual Event, Italy, July 26-30, 2021. ACM, 259–262.
[3]
Manish Kumar and Anisur Rahaman Molla. 2021. On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement. https://drive.google.com/file/d/1hX8PCnez-mnefIOLoghUD6hTeJUkXLoB/view

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      ICDCN '23: Proceedings of the 24th International Conference on Distributed Computing and Networking
      January 2023
      461 pages
      ISBN:9781450397964
      DOI:10.1145/3571306
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 04 January 2023

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      Author Tags

      1. Distributed algorithm
      2. agreement
      3. crash-fault
      4. fault-tolerant algorithm
      5. leader election
      6. message complexity.
      7. randomized algorithm

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