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Abstract
In this paper we propose a novel approach to heterogeneous embedded systems programmability using a taskgraph based framework called Diplomat. Diplomat is a taskgraph framework that exploits the potential of static dataflow modeling and analysis to deliver performance estimation and CPU/GPU mapping. An application has to be specified once, and then the framework can automatically propose good mappings. We evaluate Diplomat with a computer vision application on two embedded platforms. Using the Diplomat generation we observed a 16% performance improvement on average and up to a 30% improvement over the best existing hand-coded implementation.
Original language | English |
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Title of host publication | 2016 IEEE 24th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS) |
Place of Publication | London, UK |
Publisher | Institute of Electrical and Electronics Engineers |
Pages | 241-250 |
Number of pages | 10 |
ISBN (Electronic) | 978-1-5090-3433-8 |
ISBN (Print) | 978-1-5090-3432-1 |
DOIs | |
Publication status | Published - 8 Dec 2016 |
Event | 2016 IEEE 24th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems - Imperial College, London, United Kingdom Duration: 19 Sept 2016 → 21 Sept 2016 https://san.ee.ic.ac.uk/mascots2016/ |
Publication series
Name | |
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Publisher | IEEE |
ISSN (Electronic) | 2375-0227 |
Conference
Conference | 2016 IEEE 24th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems |
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Abbreviated title | MASCOTS 2016 |
Country/Territory | United Kingdom |
City | London |
Period | 19/09/16 → 21/09/16 |
Internet address |
Fingerprint
Dive into the research topics of 'Diplomat: Mapping of multi-kernel applications using a static dataflow abstraction'. Together they form a unique fingerprint.Projects
- 1 Finished
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PAMELA: a Panoramic Approach to the Many-CorE LAndsape - from end-user to end-device: a holistic game-changing approach
Topham, N. (Principal Investigator), Franke, B. (Co-investigator) & O'Boyle, M. (Co-investigator)
1/03/13 → 15/10/18
Project: Research