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The virtualization technology offers effective resource management mechanisms such as isolated, secure job scheduling, and utilization of computing resources to the possible extent.
"Cloud native technologies like Kubernetes enable better developer productivity, higher frequency deployments and more efficient utilization of computing resources," Dan Kohn, Executive Director of the Cloud Native Computing Foundation, told me.
The union of computer science and the medical field is an ongoing partnership, with recent research focusing on the utilization of computing to aid in training within the medical industry.
There are numerous open research issues to address in this interesting research domain including efficient radio resource management (e.g., power control, bandwidth allocation, beamforming desing), fronthaul compression, efficient design, and utilization of computing resources in the cloud to name a few.
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].
Frequently, in these systems, storage nodes intensively holding hotspot data could become system bottlenecks while storage nodes without hotspot data might result in low utilization of computing resource.
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Radiation exposure to the public from medical imaging procedures is rising around the world, primarily due to increased utilization of computed tomography.
Variable utilization patterns of computed tomography for rhinosinusitis in emergency departments.
The cloud provider is responsible for monitoring the utilization of compute, networking, storage, and power resources, as well as for controlling this utilization via global and local scheduling processes.
Other reasons for high performance requirements include also the utilization of compute-intensive algorithms, the execution of large number of scenarios, the urgent need of responses, etc. Different parallel and distributed infrastructures, such as Grids, Clouds, and High Performance Computing (HPC) systems can satisfy the necessary requirements for running these applications (Nativi et al. 2013).
As network traffic data grows and more of these MLAs are adapted to the cloud, utilization of cloud computing for network intrusion detection is increasingly inevitable.
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