Real-time resources allocation framework for multi-task offloading in mobile cloud computing

Zhiqiang Gu, Ryuichi Takahashi, Yoshiaki Fukazawa

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

Cloudlet can effectively reduce the computing load and communication delay of the remote cloud. However, since the cloudlet does not have the powerful computing performance of the remote cloud, as the number of users changes, the resources that the cloudlet can provide for each user change. In addition, as the user has mobility and the service coverage of the cloudlet is limited, the user may get out of the service coverage of the cloudlet during the task execution. In this case, the user will not receive the calculation results, which will lead to the failure of cloud computing. In order to allocate the necessary and sufficient resources to the users, this paper proposes a real-time resource allocation framework. A task movement record-based particle swarm optimization (MRPSO) algorithm is introduced to solve the problem of real-time resource allocation and task failure. Experiments show that the proposed method can provide an effective solution which performs faster than the original PSO method.

本文言語English
ホスト出版物のタイトルCITS 2019 - Proceeding of the 2019 International Conference on Computer, Information and Telecommunication Systems
編集者Mohammad S. Obaidat, Zhenqiang Mi, Kuei-Fang Hsiao, Petros Nicopolitidis, Daniel Cascado-Caballero
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781538640883
DOI
出版ステータスPublished - 2019 8
イベント2019 International Conference on Computer, Information and Telecommunication Systems, CITS 2019 - Beijing, China
継続期間: 2019 8 282019 8 31

出版物シリーズ

名前CITS 2019 - Proceeding of the 2019 International Conference on Computer, Information and Telecommunication Systems

Conference

Conference2019 International Conference on Computer, Information and Telecommunication Systems, CITS 2019
国/地域China
CityBeijing
Period19/8/2819/8/31

ASJC Scopus subject areas

  • コンピュータ ビジョンおよびパターン認識
  • 情報システム
  • 情報システムおよび情報管理
  • 安全性、リスク、信頼性、品質管理
  • コンピュータ ネットワークおよび通信
  • ハードウェアとアーキテクチャ

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