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Cloudonomics: The Business Value of Cloud Computing, + Website
book

Cloudonomics: The Business Value of Cloud Computing, + Website

by Joe Weinman
September 2012
Intermediate to advanced
391 pages
12h 39m
English
Wiley
Content preview from Cloudonomics: The Business Value of Cloud Computing, + Website

Peak of the Sum Is Never Greater than the Sum of the Peaks

When we aggregate demands D1(t), D2(t), and so on, the aggregate demand will never be greater than the sum of its individual components: We will never have a situation where 1 plus 1 equals 3. In the worst case, where there are simultaneous peaks, the peak or maximum value of the sum will equal the sum of the peak values of each of the individual demands. However, if that doesn’t happen, the peak of the aggregate demand will be less than the sum of the peaks of the individual ones. In case this logic is a little tough to follow, let’s consider a simple example.

As seen in Exhibit 15.6, Mr. Gray and Ms. Black have varying demands through the week.

EXHIBIT 15.6 Sum of the Peaks Is Less than or Equal to the Peak of the Sum

image

For Mr. Gray, the peak occurs on Thursday, when he needs 9 resources. This leads to a peak demand for him of 9 and therefore a capacity requirement of 9. For Ms. Black, a peak occurs on Friday, when she needs 8 resources, leading to a capacity requirement of 8 resources for her. If we were to sum the demands via pooling resources and multiplexing resource requirements, we end up with the aggregate demand shown on the right of the exhibit. The peak of that aggregate demand is on Saturday, but the 14 resources required are less than the capacity of 17 resources—a max of 8 for Mr. Gray and a max of 9 for Ms. ...

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ISBN: 9781118282885Purchase book