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Asynchronous broadcast-based decentralized learning in sensor networks

Published:2017-03 Issue:6 Volume:33 Page:589-607
ISSN:1744-5760
Container-title:International Journal of Parallel, Emergent and Distributed Systems
language:en
Short-container-title:International Journal of Parallel, Emergent and Distributed Systems

Author:

Zhao Liang¹,Song Wen-Zhan²,Ye Xiaojing³,Gu Yujie⁴

Affiliation:

1. Department of Computer Science, Georgia State University , Atlanta, GA, USA.

2. School of Electrical & Computer Engineering, University of Georgia , Athens, GA, USA.

3. Department of Mathematics & Statistics, Georgia State University , Atlanta, GA, USA.

4. Department of Electrical & Computer Engineering, Temple University , Philadelphia, PA, USA.

Funder

National Science Foundation

Publisher

Informa UK Limited

Subject

Computer Networks and Communications,Software

Link

https://www.tandfonline.com/doi/pdf/10.1080/17445760.2017.1294690

Reference22 articles.

1. Performance Evaluation of the Consensus-Based Distributed Subgradient Method Under Random Communication Topologies

2. Distributed Subgradient Methods for Multi-Agent Optimization

3. Distributed optimization over time-varying directed graphs

4. A distributed line search for network optimization

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