Enhancing Performance of Cloud Computing Services Through Improving Reliability and Taming Latency

Thesis Statement: With the growing usage of cloud services in a number of fields, more and more research work is focusing on improving the overall perfor- mance of the cloud. As data centers in the cloud are coordinating hundreds of thousands of heterogeneous tasks everyday, meeting everyones requirements in various aspects becomes a very complicated problem. In this work we (i) provide a quantitative framework to model key performance metrics such as latency and reliability in cloud computing, and (ii) develop a cloud resource management system that dynamically optimize resource allocation to deliver differentiated cloud services satisfying heterogeneous requirements.

Author

• Xiang, Yu

Language

• en

Keyword

• cloud computing
• latency
• optimization

Date created

• 2015

Type of Work

• Dissertation

License

• All rights reserved

Rights statement

• In Copyright

GW Unit

• Electrical Engineering

Degree

• Ph.D.

Advisor

• Huang, Howie
• Lan, Tian

Committee Member(s)

• Subramaniam, Suresh
• Aggarwal, Vaneet
• Doroslovacki, Milos

Persistent URL

•  https://scholarspace.library.gwu.edu/etd/tq57nr08s