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However, the designed model can be used for predicting the jobs' completion time on a large Hadoop cluster and be applied for its sizing to achieve desirable service level objectives (SLOs).
In the area of task scheduling, in which the main focus was on the jobs' completion time, we propose in this work a scheduling optimization mechanism that aims to reduce the cost of task scheduling.
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The original objective is measured by the weighted discounted total completion time and the deviation is measured by the variances in jobs' completion times.
The experimental results are evident for the minimization of job completion time for the submitted job.
The objective is to find a schedule that minimizes the total job completion time.
Resource allocation was performed to optimize job completion time and data center power consumption.
We conclude that the Small Median Large layout coupled with Shortest Processing Time (SPT) sequencing rule yield the best design with respect to both the maximum job completion time (makespan) and the total (average) job completion time criteria.
The online parallel-batch scheduling problem on single unbounded machine to minimize total weighted job completion time is studied.
Reference [21] described that, similarly to Spark's storage strategy, caching input data could halve the average job completion time.
Convenience level is the minimum acceptable job completion time value/temperature set point of a flexible appliance for the consumer.
As indicated in Figure 8, increasing the number of nodes considerably decreases the job completion time of the WordCount workload.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com