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PATPro: Power Aware Thin Provisioning of Resources in Virtualized Servers |
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PP: 201-208 |
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Author(s) |
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Jiang Cong-Feng,
Zhao Ying-Hui,
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Abstract |
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| In traditional virtualization systems Virtual Machines (VMs) are usually over-provisioned for guarantying peak performance
of hosting applications and thus waste a lot of computing resources. Although virtual machine consolidation can save power
consumptions, it also increases the power intensity in a rack and makes the servers more prone to failures. It also increases the
probability of Service Level Agreements (SLAs) violations under constrained power budget. Due to the autonomy, workload dynamics
and performance requirements of Virtual Machines, it is nontrivial to tradeoff between the power and performance in virtualized servers.
In this paper, we proposed a power aware thin provisioning approach for resource allocation, named PATPro, to coordinate and tradeoff
the power and performance among multiple virtual machines. In order to provide enough information about power characteristics
of individual VM and applications, we use agent for real time power collection and workload characterization. We evaluated our
algorithm in a real virtualization environment with 8 VMs. The results show that the proposed approach can save 5.41% to 6.33% power
consumption to provide the same performance in applications including computing-intensive, I/O intensive and hybrid workloads such
as web servers and database operations. The results also show the potential of our approach to be used in real virtualized environments. |
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