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Furthermore, our proposed approach greatly reduces the design complexity as well as the workload of application designers.
The multimedia device ability matching method can greatly reduce the design complexity and workload of application designers.
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An SP should consider the application's workload as well as the workload of other applications on the cloud to determine whether there is adequate capacity to satisfy this performance requirement.
This approach is similar to our work in the sense that workload properties of applications are exploited to drive the SLP process.
In order to generate workload, a set of application users was needed.
However, the workload of a given application can abruptly vary, as well as the amount of computing resources available, depending on the overall workload of the system and on the input data dependency.
A parameterised micro-benchmark is used to bootstrap the PMC-space, which is independent from any applications and can generate the generic computing workloads of many applications.
Instead of assigning VMs on a one-by-one basis to each application workload, a joint-VM is allocated to accommodate a group of application workloads at a time.
To ease the management of data centers, system administrators prefer dedicating one cluster system to serve a certain type of application workload and keeping clusters isolated from one another.
In this section, we report experiment results on both workloads of HFT applications and typical OLTP workloads.
The capability of the design is implemented in an open source main-memory database system H2 and evaluated by realistic workloads of RFID applications.
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