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With improved computing resources, including purpose-built supercomputers, such molecular dynamics models have provided novel insights into the functioning of proteins and multi-protein complexes [ 14, 15].
MD simulations as those used in the present study can nowadays almost be setup automatically and improved computing resources allow a swift execution of such runs.
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The former improves compute resource utilization efficiency, while the latter improves network utilization efficiency, since public clouds suffer from significant bandwidth variability.
The research could potentially improve computing and encryption speeds.
The compiled versions substantially improve compute performance.
In the service operation stage, energy efficiency has been extensively studied and has focused for example on approaches towards energy management for distributed management of VMs in cloud infrastructures, where the goal is to improve the utilization of computing resources and reduce energy consumption under workload independent quality of service constraints [15].
In addition, the single FPGA platform prevents many classical algorithms such as Canny or improved Canny algorithms from satisfying computing resources and storage requirements.
Surveillance; emergency department; participation To describe how use of cloud computing resources can improve the timely provision of disease surveillance analyses.
Thus, a job should be preemptive and it can be divided into many small tasks (we call this as multi-task problem) in order to provide interactive services and improve the utilization ratio of the computing resources.
To improve energy efficiency, we propose three strategies to scale up and down the system's computing resources according to workload to improve resource utilization and to reduce energy consumption for the cloud data center.
The μ-GA is one of the improved form of GAs, to reduce iteration and computing resources by using small populations.
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