The former improves compute resource utilization efficiency, while the latter improves network utilization efficiency, since public clouds suffer from significant bandwidth variability.
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.
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].
We obtained the maximum utilization result for computing resources such as CPU, memory and bandwidth.
Additionally, we explore the design space of our co-processor's parallel architecture in terms of computing speed and resource utilization.
Cherkasova and Phaal [14] defined a simple method for computing the predicted resource utilization, yielding predicted resource utilizations by assigning certain weights to the current and the past utilizations.
It is well known that stability, resource utilization rate, computing efficiency, and reliability are four important design goals of cloud computing.
