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Interactive jobs receive a modest priority boost compared to batch jobs, but when contention for resources is high interactive jobs may wait a long time before starting.
At very high contention for resources (e.g., λ ≥ 0.025 jobs per sec), RM-DCWF outperforms MRCP-RM.
In addition, the high contention for resources makes jobs susceptible to miss their deadlines and leads to RM-DCWF's Job Remapping algorithm being invoked more often.
One of the objectives of the controller is to provide service differentiation between slices in the case of contention for resources.
RM-WCDF makes use of the slack time of jobs to delay their execution, which in turn results in less contention for resources at certain points in time.
A less common adaptation technique for VM migration is time series analysis, proposed in [40], to predict contention for resources through a Fast Fourier Transform algorithm.
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Although, increasing the TLP and the number of cores does not result in enhanced performance because of thread contention for memory resources such as last-level cache.
Scheduling algorithms are used to resolve contention for shared resources in a network.
Queuing theory provides a rich and useful set of mathematical models for the analysis and design of service process for which there is contention for shared resources.
The limitation of the 2 channels is necessary to assure contention for the resources for the given number of clients and base stations.
As all the threads share the same on-chip memory, the mismatch between large core number and small on-chip memory capacity can easily impair the performance due to excessive thread contention for cache resource.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com