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.
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].
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).
Darby Larson's new novel, Irritant, takes the utilization of computer generated speech to the next level.
The virtualization technology offers effective resource management mechanisms such as isolated, secure job scheduling, and utilization of computing resources to the possible extent.
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.
"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.
In particular, the utilization of approximate computing can be utilized to reduce the amount of computation required for the calculus of the (auto) correlation value.
For all four schedulers, the utilization of the computing system decreases to <10% for computations lasting only a few seconds.
Utility takes into account the utilization of Cloud computing resources as well as the runtime of an application.
