Sentence examples for predictable workload from inspiring English sources
In environments with the predictable workload patterns (i.e., periodic or growing) the training and the testing datasets are not complex.
Hypothesis 1a: The structural risk minimization principle performs better in the environments with the periodic and growing (i.e., predictable) workload patterns.
Based on the results, the SRM principle is more accurate than the ERM principle for forecasting the predictable workload patterns (i.e., the periodic and the growing workloads).
From the discussions in sections Formal definition of the machine learning process to Summary and Workload, we propose the following sub-hypotheses in addition to our main hypothesis in the introduction: Hypothesis 1a: The structural risk minimization principle performs better in the environments with the periodic and growing (i.e., predictable) workload patterns.
Media production networks require an efficient collaboration between geographically distributed actors and offer predictable workloads, making it possible to exploit this predictability and use advance bandwidth reservation services to achieve greater bandwidth utilization and service guarantees.
In the environments with the predictable workloads, the training and the testing datasets are not complex.
RAP exploits the predictable, bursty workload patterns experienced by enterprise applications.
This is in contrast to our work that is intended to be used by an SP to proactively determine resource allocations that exploit predictable patterns in application workload characteristics.
Studies have shown that enterprise workloads have predictable hour-of-the-day, day-of-the-week, and day-of-the-month patterns [12].
We describe the concept of Elastic Cluster and show how it can be used to achieve effective and predictable execution of HPC workloads.
