signBEER: Decentralized Optimization with Improved Communication by Signs

Lecture Notes in Networks and Systems (LNNS,volume 882); The 13th Conference on Information Technology and Its Applications (CITA 2024) ; pp: 16-27.

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Bibliografische gegevens
Hoofdauteurs:	Le, Trieu Phong, Tran, Thi Phuong, Fukushima, Kazuhide
Formaat:	Bài viết
Taal:	English
Gepubliceerd in:	Springer Nature 2024
Onderwerpen:	signBEER Communication by Signs
Online toegang:	https://elib.vku.udn.vn/handle/123456789/4265 https://doi.org/10.1007/978-3-031-74127-2_2
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Thư viện lưu trữ:	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng

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spelling	oai:elib.vku.udn.vn:123456789-42652024-12-06T04:00:36Z signBEER: Decentralized Optimization with Improved Communication by Signs Le, Trieu Phong Tran, Thi Phuong Fukushima, Kazuhide signBEER Communication by Signs Lecture Notes in Networks and Systems (LNNS,volume 882); The 13th Conference on Information Technology and Its Applications (CITA 2024) ; pp: 16-27. This paper presents signBEER, an algorithm designed to enhance communication efficiency within the BEER algorithm framework (Zhao et al., NeurIPS 2022). In contrast to the preceding BEER algorithm, signBEER utilizes communication vectors composed exclusively of signs. Our findings reveal that signBEER outperforms the original BEER algorithm, resulting in enhancements in communication efficiency. The realized cost savings with signBEER are higher than those achieved with the traditional BEER algorithm. Furthermore, signBEER exhibits greater resilience against communication errors compared to BEER, attributed to its reliance on signs. Our proposed algorithm, signBEER, shows particular promise in scenarios with constrained bandwidth, privacy enhancement requirements, or error-prone communication, such as in IoT environments. 2024-12-03T08:39:09Z 2024-12-03T08:39:09Z 2024-11 Working Paper https://elib.vku.udn.vn/handle/123456789/4265 https://doi.org/10.1007/978-3-031-74127-2_2 en application/pdf Springer Nature
institution	Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng
collection	DSpace
language	English
topic	signBEER Communication by Signs
spellingShingle	signBEER Communication by Signs Le, Trieu Phong Tran, Thi Phuong Fukushima, Kazuhide signBEER: Decentralized Optimization with Improved Communication by Signs
description	Lecture Notes in Networks and Systems (LNNS,volume 882); The 13th Conference on Information Technology and Its Applications (CITA 2024) ; pp: 16-27.
format	Working Paper
author	Le, Trieu Phong Tran, Thi Phuong Fukushima, Kazuhide
author_facet	Le, Trieu Phong Tran, Thi Phuong Fukushima, Kazuhide
author_sort	Le, Trieu Phong
title	signBEER: Decentralized Optimization with Improved Communication by Signs
title_short	signBEER: Decentralized Optimization with Improved Communication by Signs
title_full	signBEER: Decentralized Optimization with Improved Communication by Signs
title_fullStr	signBEER: Decentralized Optimization with Improved Communication by Signs
title_full_unstemmed	signBEER: Decentralized Optimization with Improved Communication by Signs
title_sort	signbeer: decentralized optimization with improved communication by signs
publisher	Springer Nature
publishDate	2024
url	https://elib.vku.udn.vn/handle/123456789/4265 https://doi.org/10.1007/978-3-031-74127-2_2
_version_	1849197238692085760

signBEER: Decentralized Optimization with Improved Communication by Signs

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