Abstract
To process the data available in Bioinformatics, High Performance Computing is required. To efficiently calculate the necessary data, the computational tasks need to be scheduled and maintained. We propose a method of predicting runtimes in a heterogeneous high performance computing environment as well as scheduling methods for the execution of hgih performance tasks. The heuristic method used is the feedforward artificial neural network, which utilizes a collected history of real life data to predict and schedule upcoming jobs.
Original language | English |
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Title of host publication | Computer Aided Systems Theory, EUROCAST 2011 - 13th International Conference, Revised Selected Papers |
Publisher | IUCTC Las Palmas de Gran Canaria |
Pages | 416-423 |
Number of pages | 8 |
Edition | PART 1 |
ISBN (Print) | 9783642275487 |
DOIs | |
Publication status | Published - 2012 |
Event | 13th International Conference on Computer Aided Systems Theory, Eurocast 2011 - Las Palmas de Gran Canaria, Spain Duration: 6 Feb 2011 → 11 Feb 2011 http://www.iuctc.ulpgc.es/spain/eurocast2011/ |
Publication series
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Number | PART 1 |
Volume | 6927 LNCS |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Conference
Conference | 13th International Conference on Computer Aided Systems Theory, Eurocast 2011 |
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Country/Territory | Spain |
City | Las Palmas de Gran Canaria |
Period | 06.02.2011 → 11.02.2011 |
Internet address |