Dynamic Resource Allocation Algorithm for Container-based Service Computing

被引:21
|
作者
Tao, Ye [1 ]
Wang, Xiaodong [2 ]
Xu, Xiaowei [2 ]
Chen, Yinong [3 ]
机构
[1] Qingdao Univ Sci & Technol, Dept Comp Sci & Technol, Qingdao, Peoples R China
[2] Ocean Univ China, Dept Comp Sci & Technol, Qingdao, Peoples R China
[3] Arizona State Univ, Comp Sci & Engn Dept, Tempe, AZ 85287 USA
关键词
Service-oriented Computing; Container-as-a-Servcie; Fuzzy Inference System;
D O I
10.1109/ISADS.2017.20
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing and virtualization technologies play important roles in modern service-oriented computing paradigm. More conventional services are being migrated to virtualized computing environments to achieve flexible deployment and high availability. We introduce a schedule algorithm based on fuzzy inference system (FIS), for global container resource allocation by evaluating nodes' statuses using FIS. We present the approaches to build containerized test environment and validates the effectiveness of the resource allocation policies by running sample use cases. Experiment results show that the presented infrastructure and schema derive optimal resource configurations and significantly improves the performance of the cluster.
引用
收藏
页码:61 / 67
页数:7
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