Evaluation of decentralized resource allocation algorithms for the B5G era

• Item type: SIG Technical Reports(1)
• 公開日: 2024-05-23
• タイトル: Evaluation of decentralized resource allocation algorithms for the B5G era
• タイトル / 言語: en
• タイトル: Evaluation of decentralized resource allocation algorithms for the B5G era
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: IOT3
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: Kindai University
• 著者所属(英): en
• 著者所属(英): Kindai University
• 著者名: Hiroki, Kashiwazaki
• 著者名(英): Hiroki, Kashiwazaki
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: When there is a group of computers under certain conditions, the OS running on these computers and the users operating on them generate certain computational processes, and there is a time constraint on the completion of these processes, it may not be possible to satisfy this constraint in terms of the number of computer resources or OS functions. In such cases, outsourcing the processing to other computers in the computer group may be an option to meet the time constraints. A centralized approach to outsourcing processing could be to constantly measure the amount of resources on all computers and networks to determine which computers to assign the processing that occurs. However, as the number of computers increases, the load on the server that measures the resources will increase, and the time required to contact the outsourcer will increase. Therefore, this paper proposes a decentralized approach to determine the outsourcing destination of processing. Through evaluation experiments, we will clarify the conditions under which the proposed approach is more efficient than the centralized approach.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: When there is a group of computers under certain conditions, the OS running on these computers and the users operating on them generate certain computational processes, and there is a time constraint on the completion of these processes, it may not be possible to satisfy this constraint in terms of the number of computer resources or OS functions. In such cases, outsourcing the processing to other computers in the computer group may be an option to meet the time constraints. A centralized approach to outsourcing processing could be to constantly measure the amount of resources on all computers and networks to determine which computers to assign the processing that occurs. However, as the number of computers increases, the load on the server that measures the resources will increase, and the time required to contact the outsourcer will increase. Therefore, this paper proposes a decentralized approach to determine the outsourcing destination of processing. Through evaluation experiments, we will clarify the conditions under which the proposed approach is more efficient than the centralized approach.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA12326962
• 書誌情報: 研究報告インターネットと運用技術（IOT）; 巻 2024-IOT-65, 号 23, p. 1-6, 発行日 2024-05-23
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8787
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会