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Computer Science > Information Theory

Title: A Hypergraph Approach to Distributed Broadcast

Abstract: This paper explores the distributed broadcast problem within the context of network communications, a critical challenge in decentralized information dissemination. We put forth a novel hypergraph-based approach to address this issue, focusing on minimizing the number of broadcasts to ensure comprehensive data sharing among all network users. A key contribution of our work is the establishment of a general lower bound for the problem using the min-cut capacity of hypergraphs. Additionally, we present the distributed broadcast for quasi-trees (DBQT) algorithm tailored for the unique structure of quasi-trees, which is proven to be optimal. This paper advances both network communication strategies and hypergraph theory, with implications for a wide range of real-world applications, from vehicular and sensor networks to distributed storage systems.
Subjects: Information Theory (cs.IT); Multiagent Systems (cs.MA); Systems and Control (eess.SY)
Cite as: arXiv:2404.16376 [cs.IT]
  (or arXiv:2404.16376v1 [cs.IT] for this version)

Submission history

From: Yulin Shao [view email]
[v1] Thu, 25 Apr 2024 07:31:42 GMT (96kb)

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