Improving service level agreements for a job scheduler by visualizing simulations
Name
824133510-MIT.pdf
Description
Full printable version
Size
666.42 KB
Format
Adobe PDF
Checksum (MD5)
49e362b31f6ae31c41482a7f40e02fb4
Author(s)
Betser, Dina M. (Dina Marguerite)
Advisor(s)
John Wilkes and Asuman Ozdaglar.
Date Issued
2012
Publisher
Massachusetts Institute of Technology
Abstract
Currently, job owners at Google do not have a good way to generate suitable Service Level Agreements (SLAs), which means that they cannot accurately communicate their intentions to the job scheduler. This means that the owner's job might not finish on time or at all. The solution described in this thesis helps users visualize design changes to SLAs and use simulation to explore the behavior resulting from the SLAs. I have designed and begun development of a visualization and simulation framework that allows users to see how the job scheduler's behavior might vary under different SLA parameters. This thesis describes the steps made towards designing and implementing a system that both helps users visualize SLAs and their reward functions, and allows users to create an SLA and gain an idea of the behavior of a job scheduler with the SLA as input.
Description
Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2012.
This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.
Cataloged from student-submitted PDF version of thesis.
Includes bibliographical references (p. 49-51).
Subjects
Electrical Engineering and Computer Science.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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