Title :
A Generic QoS Framework for Cloud Workflow Systems
Author :
Liu, Xiao ; Yang, Yun ; Yuan, Dong ; Zhang, Gaofeng ; Li, Wenhao ; Cao, Dahai
Author_Institution :
Fac. of Inf. & Commun. Technol., Swinburne Univ. of Technol. Hawthorn, Melbourne, VIC, Australia
Abstract :
Due to the dynamic nature of cloud computing, how to achieve satisfactory QoS (Quality of Service) in cloud workflow systems becomes a challenge. Meanwhile, since QoS requirements have many dimensions, a unified system design for different QoS management components is required to reduce the system complexity and software development cost. Therefore, this paper proposes a generic QoS framework for cloud workflow systems. Covering the major stages of a workflow lifecycle, the framework consists of four components, viz. QoS requirement specification, QoS-aware service selection, QoS consistency monitoring and QoS violation handling. While there are many QoS dimensions, this paper illustrates a concrete performance framework as a case study and briefly touches others. We also demonstrate the system implementation and evaluate the effectiveness of the performance framework in our cloud workflow system.
Keywords :
cloud computing; formal specification; quality of service; software metrics; software performance evaluation; system monitoring; workflow management software; QoS consistency monitoring; QoS dimensions; QoS management components; QoS requirement specification; QoS requirements; QoS violation handling; QoS-aware service selection; cloud computing; cloud workflow systems; generic QoS framework; performance evaluation framework; performance framework; quality of service; satisfactory QoS; software development cost; system complexity; unified system design; workflow lifecycle; Cloud computing; Monitoring; Programming; Quality of service; Reliability; Cloud Computing; Quality of Service; Software Framework; Workflow System;
Conference_Titel :
Dependable, Autonomic and Secure Computing (DASC), 2011 IEEE Ninth International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-0006-3
DOI :
10.1109/DASC.2011.124