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The energy complexity of broadcast

  • Yi Jun Chang
  • , Qizheng He
  • , Varsha Dani
  • , Wenzheng Li
  • , Thomas P. Hayes
  • , Seth Pettie
  • University of Michigan, Ann Arbor
  • Tsinghua University
  • University of New Mexico

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

45 Scopus citations

Abstract

Energy is often the most constrained resource in networks of battery-powered devices, and as devices become smaller, they spend a larger fraction of their energy on communication (transceiver usage) not computation. As an imperfect proxy for true energy usage, we define energy complexity to be the number of time slots a device transmits/listens; idle time and computation are free. In this paper we investigate the energy complexity of fundamental communication primitives such as Broadcast in multi-hop radio networks. We consider models with collision detection (CD) and without (No-CD), as well as both randomized and deterministic algorithms. Some take-away messages from this work are as follows. Time lower bounds imply energy lower bounds. The energy complexity of Broadcast in a multi-hop network is connected to the time complexity of LeaderElection in a single-hop (clique) network. Many existing lower bounds on time complexity immediately transfer to energy complexity. For example, in the CD and No-CD models, Broadcast requires Ω(log n) and Ω(log2 n) energy, respectively, w.h.p. Energy- and time-efficient broadcasting. It requires Ω(D) time to solve Broadcast even allowing unlimited energy budget, where D is the diameter of the network. The complexity measures of energy and time are in conflict, and it is an open problem whether both can be minimized simultaneously. We show that it is possible to achieve near optimality in time complexity with only poly log n energy cost. For any constant > 0, Broadcast can be solved in O(D1+ϵ logO(1/ϵ) n) time with O(logO(1/ϵ) n) energy.

Original languageEnglish
Title of host publicationPODC 2018 - Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing
PublisherAssociation for Computing Machinery
Pages95-104
Number of pages10
ISBN (Print)9781450357951
DOIs
StatePublished - Jul 23 2018
Event37th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2018 - Egham, United Kingdom
Duration: Jul 23 2018 → Jul 27 2018

Publication series

NameProceedings of the Annual ACM Symposium on Principles of Distributed Computing

Conference

Conference37th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, PODC 2018
Country/TerritoryUnited Kingdom
CityEgham
Period07/23/18 → 07/27/18

Keywords

  • Broadcast
  • Distributed algorithm
  • Energy-aware computing
  • Wireless network

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