Web services have been widely applied in e-business or organizations to establish versatile applications. However, service composition with constraint to QoS constraints still remains as a challenging issue, because both the service performance and the QoS requirements of applications tend to be dynamically changed at runtime. To address this problem, in this paper we present a novel service composition framework, which takes advantage of flexibility provided by cloud systems and applies evolution strategy to solve the optimal programming problem of multiple QoS constrained service composition. Furthermore, a QoS negation mechanism is proposed to satisfy the dynamical and elastic cloud environments. Massive experiments are conducted to investigate the effectiveness of the proposed framework, and the results show that it can significantly reduce the costs of large-scale service-based application in terms of various QoS metrics.
목차
Abstract 1. Introduction 2. Related Work 3. Cloud-based Service Composition Framework 3.1. System Architecture 3.2. QoS Measurements of Web Services 3.3. Evolution Strategy based Service Composition Algorithm 3.4. QoS Negotiation in Cloud Environment 4. Experiments Evaluation and Analysis 4.1. Experimental Settings 4.2. Performance Comparison 4.3. Efficiency Comparison on Composition Algorithms 5. Conclusion References
키워드
Web ServiceCloud ComputingQuality of ServiceOptimal ProgrammingEvolution Strategy
저자
Xiao Peng [ Department of Computer and Communication, Hunan Institute of Engineering ]
Liu Changsong [ Department of Computer and Communication, Hunan Institute of Engineering ]
보안공학연구지원센터(IJFGCN) [Science & Engineering Research Support Center, Republic of Korea(IJFGCN)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Future Generation Communication and Networking
간기
격월간
pISSN
2233-7857
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Future Generation Communication and Networking Vol.7 No.1