Model-Based Techniques for Performance Engineering of Business Information Systems
Model-Based Techniques for Performance Engineering of Business Information Systems
复制标题
商业信息系统性能工程的基于模型的技术
DOI：
--
复制
发表时间：
2011
期刊：
影响因子：
--
通讯作者：
Fabian Brosig
中科院分区：
文献类型：
--
作者：
Samuel Kounev;Nikolaus Huber;Simon Spinner;Fabian Brosig
随着虚拟化的日益普及和向云计算平台的过渡，现代商业信息系统正变得越来越复杂和动态。这就提出了在保证系统性能和可伸缩性的同时确保高效资源使用的挑战。在本文中，我们提出了一个基于模型的性能工程技术的业务信息系统的发展，在过去的几十年中，已经形成了该领域的主要发展重点的历史观点。我们调查了性能建模和管理方法的最新技术，讨论了社区中为弥合高级业务服务和低级性能模型之间的差距所做的持续努力。最后，我们总结了一个前景的出现自我意识的系统工程作为一个新的研究领域，在几个计算机科学学科的交叉点。
With the increasing adoption of virtualization and the transition towards Cloud Computing platforms, modern business information systems are becoming increasingly complex and dynamic. This raises the challenge of guaranteeing system performance and scalability while at the same time ensuring efficient resource usage. In this paper, we present a historical perspective on the evolution of model-based performance engineering techniques for business information systems focusing on the major developments over the past several decades that have shaped the field. We survey the state-of-the-art on performance modeling and management approaches discussing the ongoing efforts in the community to increasingly bridge the gap between high-level business services and low level performance models. Finally, we wrap up with an outlook on the emergence of self-aware systems engineering as a new research area at the intersection of several computer science disciplines.