Self-* through self-learning: Overload control for distributed web systems
Computer Networks: The International Journal of Computer and Telecommunications Networking
HTCPNs: based tool for web-server clusters development
CEE-SET'08 Proceedings of the Third IFIP TC 2 Central and East European conference on Software engineering techniques
HTCPNs---Based modelling and evaluation of dynamic computer cluster reconfiguration
CEE-SET'09 Proceedings of the 4th IFIP TC 2 Central and East European conference on Advances in Software Engineering Techniques
Budget-based control for interactive services with adaptive execution
Proceedings of the 9th international conference on Autonomic computing
QACO: exploiting partial execution in web servers
Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
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How to effectively allocate system resource to meet the Service Level Agreement (SLA) of Web servers is a challenging problem. In this paper, we propose an improved scheme for autonomous timing performance control in Web servers under highly dynamic traffic loads. We devise a novel delay regulation technique called Queue Length Model Based Feedback Control utilizing server internal state information to reduce response time variance in presence of bursty traffic. Both simulation and experimental studies using synthesized workloads and real-world Web traces demonstrate the effectiveness of the proposed approach.