Computing Reviews
Today's Issue Hot Topics Search Browse Recommended My Account Log In
Review Help
Search
Predictable high-performance computing using feedback control and admission control
Park S., Humphrey M. IEEE Transactions on Parallel and Distributed Systems22 (3):396-411,2011.Type:Article
Date Reviewed: Jul 19 2012

Job scheduling in high-performance computing is one of the fields that has seen few changes despite decades of progress in supercomputing. The application of system control theory is about to change this state of affairs. High-performance computing centers face serious challenges when it comes to satisfying processor resource allocation for exotic ecosystems of users. Even though automatic control is related to computer science, this is, to the best of my knowledge, the first application of automatic control techniques in job scheduling for predictable (in terms of deadline fulfillment) high-performance computing.

High-performance computing users can no longer afford to wait until the submitted job finishes without errors. Life-saving answers must be obtained in real time. For instance, tornado monitoring systems use high-performance numerical simulations for weather prediction. In fire analysis and monitoring systems or during computer-aided surgeries, any delay of the job scheduler may influence the outcome of the life-saving procedure.

This work is still in the prototyping phase, but it has been successfully tested with real-world applications. While some things could have been implemented within a less complicated framework, the work has the undeniable merit of blazing a trail. Anyone interested in high-performance computing should read this paper. It is well written, transparent, and paves the way for a new trend in job scheduling. It also teaches a good lesson: even closely related fields such as system control theory and computer science can have a definitive impact on each other when they interact.

Reviewer:  Alin Anton Review #: CR140384 (1212-1243)
Bookmark and Share
  Reviewer Selected
 
 
Performance Attributes (C.4 ... )
 
 
Scheduling (D.4.1 ... )
 
Would you recommend this review?
yes
no
Other reviews under "Performance Attributes": Date
Attributes of the performance of central processing units: a relative performance prediction model
Ein-Dor P., Feldmesser J. Communications of the ACM 30(4): 308-317, 1987. Type: Article
Jul 1 1988
Performance estimation of computer communication networks: a structured approach
Verma P., Computer Science Press, Inc., New York, NY, 1989. Type: Book (9789780716781837)
Jun 1 1990
Computer hardware performance: production and cost function analyses
Kang Y. Communications of the ACM 32(5): 586-593, 1989. Type: Article
Feb 1 1990
more...

E-Mail This Printer-Friendly
Send Your Comments
Contact Us
Reproduction in whole or in part without permission is prohibited.   Copyright 1999-2024 ThinkLoud®
Terms of Use
| Privacy Policy