Towards Effective Allocation of Resources in Service-Oriented Systems

被引：0
|
作者：
Falas, Lukasz [1 ]
Juszczyszyn, Krzysztof [1 ]
机构：
[1] Wroclaw Univ Technol, Chair Comp Sci, Wyb Wyspianskiego 27, PL-50357 Wroclaw, Poland
来源：
INFORMATION SYSTEMS ARCHITECTURE AND TECHNOLOGY - ISAT 2016 - PT II | 2017年 / 522卷
关键词：
Resource allocation; Service oriented architecture; Qos-aware service composition; Web services; CLOUD; QOS; CHALLENGES; INTERNET;
D O I：
10.1007/978-3-319-46586-9_12
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The article focuses on the problem of computing resource management in systems offering data processing methods in service-based model. It proposes a new model for service requests processing based on a concept of dynamic service selection in such a way, which meets client's requirements, while minimizing the service delivery cost for the service provider. The key innovation of the described approach is the utilization of machine learning methods for effective estimation of non-functional parameters and resource allocation decision-making.
引用
收藏
页码：149 / 159
页数：11
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