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Figure 11 Average task response time vs. number of servers.
Figure 10 Histogram of average task response time for the MESF and random scheduling schemes.
Figure 5 shows the average task response time for different queueing capacities.
The average task response time, T w, includes the task processing delay and queueing delay.
Figure 9 Histogram of total task response time for the MESF and random scheduling schemes.
This relationship remains as long as the servers comply with the constrained task response time.
For System Monitoring task, response time was taken as a performance variable for this task.
As the number of servers increases, the average task response time decreases.
The results also show ~34% improvement in task response time and reduced energy consumption upto ~32.5%.
Once initial task response patterns are identified, they are parameterized and presented to the ANN.
Figure 10 shows the average task response time (total task response time divided by the number of tasks) and its histogram for the proposed task-scheduling scheme and random-based task-scheduling scheme.
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