Proposal and evaluation of a decentralized resource allocation method

• Item type: SIG Technical Reports(1)
• 公開日: 2025-09-18
• タイトル / 言語: ja
• タイトル: Proposal and evaluation of a decentralized resource allocation method
• タイトル / 言語: en
• タイトル: Proposal and evaluation of a decentralized resource allocation method
• 言語: eng
• 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: Cyber Informatics Research Institute, Kindai University
• 著者所属(英): en
• 著者所属(英): Cyber Informatics Research Institute, 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: The widespread of mobile networks led to a continuous increase in the number of IoT devices. The applications used by these devices are becoming increasingly sophisticated. In some cases, the computational power required by these applications exceeds the computational power that can be provided by the physical resources of the devices. In such cases, devices can outsource computational processing to external computing resources, with cloud computing environments being the most representative outsourcing destination. There is significant latency between cloud computing environments and devices, and bandwidth is also limited. Edge computing environments, which exist near devices, have low latency but their locations are prone to change. In this paper, I propose a method that allows devices to delegate computational tasks appropriately without being aware of the delegation destination. Evaluation experiments demonstrate that the proposed method achieves appropriate resource allocation.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: The widespread of mobile networks led to a continuous increase in the number of IoT devices. The applications used by these devices are becoming increasingly sophisticated. In some cases, the computational power required by these applications exceeds the computational power that can be provided by the physical resources of the devices. In such cases, devices can outsource computational processing to external computing resources, with cloud computing environments being the most representative outsourcing destination. There is significant latency between cloud computing environments and devices, and bandwidth is also limited. Edge computing environments, which exist near devices, have low latency but their locations are prone to change. In this paper, I propose a method that allows devices to delegate computational tasks appropriately without being aware of the delegation destination. Evaluation experiments demonstrate that the proposed method achieves appropriate resource allocation.
• 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 2025-IOT-71, 号 8, p. 1-6, 発行日 2025-09-18
• 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