Cloud computing is a new paradigm, where computing is delivered as a utility-based
service model on a pay-as-you-go basis. Traditionally, business organizations used to
invest huge amounts of capital and time in acquisition and maintenance of
computational resources. Cloud computing provides a highly scalable and cost-effective
infrastructure for running high performance computing, enterprise and Web applications.
Cloud computing refers to the hardware, system software and applications delivered
as a service over the Internet. As defined by Armbrust et al. (2009), cloud providers
offer various types of services, such as Infrastructure-as-a-Service (IaaS), Platform-asa-
Service (PaaS) and Software-as-a-Service (SaaS). Service providers make good use
of IaaS and PaaS for developing their services without consideration of physical
hardware, while users can also access on-demand and pay-per-use services anywhere
in cloud computing (Rimal et al., 2009). However, the growing demand for cloud
infrastructure has drastically increased the energy consumption of data centers, which
has become a critical issue. High energy consumption translates to high operational
cost, which reduces the profit margin of cloud providers. Hence, energy-efficient
solutions are required to minimize the impact of cloud computing on the environment. In order to design such solutions, deep analysis of cloud is required with respect to its
power efficiency. Data and computation are operated somewhere in a cloud, which is
some collection of data center owned and maintained by third party. One of the big
challenges in data centers is to manage power in the systems. Data centers consume
10 to 100 times more energy per square feet than typical office buildings (Scheihing,
2007). Moreover, cloud computing also offers enormous amount of computing power
to organizations which require processing of tremendous amount of data generated
almost every day. Therefore, many companies view clouds not only as a useful ondemand
service, but also as a potential market opportunity.
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