Execution trace graph analysis of dataflow programs: Bounded buffer scheduling and deadlock recovery using model predictive control
(2014) Design and Architectures for Signal and Image Processing (DASIP) p.1-6- Abstract
- Execution trace graph analysis of dataflow programs has been demonstrated to be an effective way for exploring and optimizing the design space of many core applications. In this work a novel transformation from the execution trace graph to an event driven linear system is proposed. It is also illustrated how the trace space of can be effectively reduced and well known system control techniques can be efficiently used in order to find close to optimal solutions. In particular, the problem of finding a bounded buffer size configuration is proposed and solved using a model predictive controller. Two design examples, a JPEG and an MPEG HEVC decoder have been used to demonstrate the effectiveness of the approach.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/7991272
- author
- Casale Brunet, Simone ; Bezati, Endri ; Mattavelli, Marco ; Canale, Massimo and Janneck, Jörn LU
- organization
- publishing date
- 2014
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- host publication
- [Host publication title missing]
- pages
- 1 - 6
- publisher
- IEEE - Institute of Electrical and Electronics Engineers Inc.
- conference name
- Design and Architectures for Signal and Image Processing (DASIP)
- conference location
- Madrid, Spain
- conference dates
- 2014-10-08 - 2014-10-10
- external identifiers
-
- scopus:84942274748
- DOI
- 10.1109/DASIP.2014.7115623
- language
- English
- LU publication?
- yes
- id
- c1e958c7-31b9-4ddd-aff6-ccffe1560e10 (old id 7991272)
- date added to LUP
- 2016-04-04 10:38:04
- date last changed
- 2022-01-29 20:36:57
@inproceedings{c1e958c7-31b9-4ddd-aff6-ccffe1560e10, abstract = {{Execution trace graph analysis of dataflow programs has been demonstrated to be an effective way for exploring and optimizing the design space of many core applications. In this work a novel transformation from the execution trace graph to an event driven linear system is proposed. It is also illustrated how the trace space of can be effectively reduced and well known system control techniques can be efficiently used in order to find close to optimal solutions. In particular, the problem of finding a bounded buffer size configuration is proposed and solved using a model predictive controller. Two design examples, a JPEG and an MPEG HEVC decoder have been used to demonstrate the effectiveness of the approach.}}, author = {{Casale Brunet, Simone and Bezati, Endri and Mattavelli, Marco and Canale, Massimo and Janneck, Jörn}}, booktitle = {{[Host publication title missing]}}, language = {{eng}}, pages = {{1--6}}, publisher = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}}, title = {{Execution trace graph analysis of dataflow programs: Bounded buffer scheduling and deadlock recovery using model predictive control}}, url = {{http://dx.doi.org/10.1109/DASIP.2014.7115623}}, doi = {{10.1109/DASIP.2014.7115623}}, year = {{2014}}, }