Power & Performance with Fuzzy MIMO Control in clusters
It is important but challenging to assure the performance of multi-tier Internet applications with the power consumption cap of virtualized server clusters mainly due to system complexity of shared infrastructure and dynamic and bursty nature of workloads. This paper presents PERFUME, a system that simultaneously guarantees power and performance targets with flexible tradeoffs and service differentiation among co-hosted applications while assuring control accuracy and system stability. Based on the proposed fuzzy MIMO control technique, it effectively controls both the throughput and percentile-based response time of multi-tier applications due to its novel self-adaptive fuzzy modeling that integrates the strengths of fuzzy logic
MIMO control and artificial neural network. Furthermore, we address an important challenge of pro-actively avoiding violations of power and performance targets in anticipation of future workload changes. We implement PERFUME in a testbed of virtualized blade servers hosting multi-tier RUBiS applications. Performance evaluation based on synthetic and real-world Web workloads demonstrates its control accuracy, flexibility in selecting tradeoffs between conflicting targets, service differentiation capability and robustness against highly dynamic and bursty workloads. It outperforms a representative utility based approach in providing guarantee of the system throughput, percentile-based response time and power budget.
Related Fuzzy Logic Project Titles:
- Feedback Error Learning Control of Magnetic Satellites Using Type-2 Fuzzy Neural Networks With Elliptic Membership Functions.
- Advanced Pattern Discovery based Fuzzy Classification Method for Dynamic Security Assessment.
- Editorial: IEEE Transactions on Power Electronics, February 2015.
- Reliable Mixed H8 and Passivity-Based Control for Fuzzy Markovian Switching Systems With Probabilistic Time Delays and Actuator Failures.
- Web-Based Medical Decision Support Systems for Three-Way Medical Decision Making With Game-Theoretic Rough Sets.
- Quantitative Computation Tree Logic Model Checking Based on Generalized Possibility Measures.
- Approximation of Phenol Concentration Using Computational Intelligence Methods Based on Signals From the Metal-Oxide Sensor Array.
- Sensor Data Fusion by Support Vector Regression Methodology—A Comparative Study.
- Fuzzy-based blended control for the energy management of a parallel plug-in hybrid electric vehicle.
We want to support Uncompromise Matlab service for all your Requirements Our Reseachers and Technical team keep update the technology for all subjects ,We assure We Meet out Your Needs.
- Matlab Research Paper Help
- Matlab assignment help
- Matlab Project Help
- Matlab Homework Help
- Simulink assignment help
- Simulink Project Help
- Simulink Homework Help
- Matlab Research Paper Help
- NS3 Research Paper Help
- Omnet++ Research Paper Help
- Customised Matlab Assignments
- Global Assignment Knowledge
- Best Assignment Writers
- Certified Matlab Trainers
- Experienced Matlab Developers
- Over 400k+ Satisfied Students
- Ontime support
- Best Price Guarantee
- Plagiarism Free Work
- Correct Citations
Unlimited support we offer you
For better understanding purpose we provide following Materials for all Kind of Research & Assignment & Homework service.
- Result snapshot
- Video Tutorial
- Instructions Profile
- Sofware Install Guide
- Execution Guidance
- Implement Plan
Matlab projects innovators has laid our steps in all dimension related to math works.Our concern support matlab projects for more than 10 years.Many Research scholars are benefited by our matlab projects service.We are trusted institution who supplies matlab projects for many universities and colleges.
Reasons to choose Matlab Projects .org???
Our Service are widely utilized by Research centers.More than 5000+ Projects & Thesis has been provided by us to Students & Research Scholars. All current mathworks software versions are being updated by us.
Our concern has provided the required solution for all the above mention technical problems required by clients with best Customer Support.
- Novel Idea
- Ontime Delivery
- Best Prices
- Unique Work