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IEEE/ACM Transactions on Networking (TON)
Generating representative Web workloads for network and server performance evaluation
SIGMETRICS '98/PERFORMANCE '98 Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Integrating user-perceived quality into Web server design
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Critical path analysis of TCP transactions
IEEE/ACM Transactions on Networking (TON)
Performance Guarantees for Web Server End-Systems: A Control-Theoretical Approach
IEEE Transactions on Parallel and Distributed Systems
Proportional differentiated services: delay differentiation and packet scheduling
IEEE/ACM Transactions on Networking (TON)
Process Control Systems: Application, Design and Tuning
Process Control Systems: Application, Design and Tuning
Software—Practice & Experience
Queueing Model Based Network Server Performance Control
RTSS '02 Proceedings of the 23rd IEEE Real-Time Systems Symposium
Robust Processing Rate Allocation for Proportional Slowdown Differentiation on Internet Servers
IEEE Transactions on Computers
CoDNS: improving DNS performance and reliability via cooperative lookups
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
ksniffer: determining the remote client perceived response time from live packet streams
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Adaptive overload control for busy internet servers
USITS'03 Proceedings of the 4th conference on USENIX Symposium on Internet Technologies and Systems - Volume 4
Providing deterministic end-to-end fairness guarantees in core-stateless networks
IWQoS'03 Proceedings of the 11th international conference on Quality of service
A practical learning-based approach for dynamic storage bandwidth allocation
IWQoS'03 Proceedings of the 11th international conference on Quality of service
A robust self-tuning scheme for PI- and PD-type fuzzy controllers
IEEE Transactions on Fuzzy Systems
A control-based middleware framework for quality-of-service adaptations
IEEE Journal on Selected Areas in Communications
Optimized rule-based delay proportion adjustment for proportional differentiated services
IEEE Journal on Selected Areas in Communications
Web server support for tiered services
IEEE Network: The Magazine of Global Internetworking
Robust Processing Rate Allocation for Proportional Slowdown Differentiation on Internet Servers
IEEE Transactions on Computers
Resource Allocation for Session-Based Two-Dimensional Service Differentiation on e-Commerce Servers
IEEE Transactions on Parallel and Distributed Systems
Design of a Fuzzy PI Controller to Guarantee Proportional Delay Differentiation on Web Servers
AAIM '07 Proceedings of the 3rd international conference on Algorithmic Aspects in Information and Management
Non-intrusive performance management for computer services
Proceedings of the ACM/IFIP/USENIX 2006 International Conference on Middleware
VCONF: a reinforcement learning approach to virtual machines auto-configuration
ICAC '09 Proceedings of the 6th international conference on Autonomic computing
Non-intrusive performance management for computer services
Middleware'06 Proceedings of the 7th ACM/IFIP/USENIX international conference on Middleware
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It is important to guarantee end-to-end quality of service (QoS) under heavy-load conditions. Existing work focus on server-side request processing time or queueing delays in the network core. In this paper, we propose a novel framework eQoS to monitoring and controlling client-perceived response time in Web servers. The response time is measured with respect to requests for Web pages that contain multiple embedded objects. Within the framework, we propose an adaptive fuzzy controller, STFC, to allocating server resources. It deals with the effect of process delay in resource allocation by its two-level self-tuning capabilities. Experimental results on PlanetLab and simulated networks demonstrate the effectiveness of the framework: it controls client-perceived pageview response time to be within 20% of a pre-defined target. In comparison with static fuzzy controller, experimental results show that, although the STFC has slightly worse performance in the environment where the static fuzzy controller is best tuned, because of its self-tuning capabilities, it works better in all other test cases by 25% in terms of the deviation from the target response time. In addition, due to its model independence, the STFC outperforms the linear proportional integral (PI) and adaptive PI controllers by 50% and 75%, respectively.