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- W1940870426 abstract "RESOURCE MANAGEMENT IN CLOUD AND BIG DATA SYSTEMS by LENA MASHAYEKHY August 2015 Advisor: Dr. Daniel Grosu Major: Computer Science Degree: Doctor of Philosophy Cloud computing is a paradigm shift in computing, where services are offered and ac- quired on demand in a cost-effective way. These services are often virtualized, and they can handle the computing needs of big data analytics. The ever-growing demand for cloud services arises in many areas including healthcare, transportation, energy systems, and manufacturing. However, cloud resources such as computing power, storage, energy, dol- lars for infrastructure, and dollars for operations, are limited. Effective use of the existing resources raises several fundamental challenges that place the cloud resource management at the heart of the cloud providers’ decision-making process. One of these challenges faced by the cloud providers is to provision, allocate, and price the resources such that their profit is maximized and the resources are utilized efficiently. In addition, executing large-scale ap- plications in clouds may require resources from several cloud providers. Another challenge when processing data intensive applications is minimizing their energy costs. Electricity used in US data centers in 2010 accounted for about 2% of total electricity used nationwide. In addition, the energy consumed by the data centers is growing at over 15% annually, and the energy costs make up about 42% of the data centers’ operating costs. Therefore, it is critical for the data centers to minimize their energy consumption when offering services to customers. In this Ph.D. dissertation, we address these challenges by designing, developing, and analyzing mechanisms for resource management in cloud computing systems and data centers. The goal is to allocate resources efficiently while optimizing a global performance" @default.
- W1940870426 created "2016-06-24" @default.
- W1940870426 creator A5085589133 @default.
- W1940870426 date "2015-01-01" @default.
- W1940870426 modified "2023-09-27" @default.
- W1940870426 title "Resource Management In Cloud And Big Data Systems" @default.
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