The availability, load, and throughput of hardware resources (CPU, storage, and network) can vary in unpredictable ways Thus, ensuring that CDN applications achieve QoS targets can be difficult.
Before solving the optimization problem, we need to derive the throughput of each resource pattern as t{mathit{hbox_{k,l,n}={displaystyle sum_{rbin {mathrm{mathbb{R}}}_n}}{t}_{k,l,rb},forall k,l.
Next generation sequencing will be utilized to characterize mutation in genes of interest and increase the high throughput of this resource for wheat functional genomics analysis.
By directly connecting the data flow between cell cultivation and flux quantification, considerable advances in throughput, robustness, release of resources and screening capacity were achieved.
All the relevant characteristics for performance estimation can then be easily extracted: application throughput, latency, utilization of resources, memory utilization, etc.
Task scheduling algorithms are responsible for mapping jobs submitted to cloud environment onto available resources in such a way that the total response time and latency are minimized and the throughput and utilization of resources are maximized [3, 4].
First we need to compute the expected throughput of link on resource, which is denoted by, (the same as in PF scheduler).
However, these victim UEs can also be scheduled in the non-protected sub-frames, if there are available resources and/or the throughput of one of the protected resources is too low to maintain good fairness between the UEs.
The deployment of such schemes naturally gives rise to the following problem: users with better channel conditions always dominate usage of resources, causing low throughput for users with poor channel conditions.
Our proposed model, compared to WWF, achieves more efficient resource allocation in terms of system throughput and resources utilization.
