Performance evaluation of concurrently executing parallel applications on multi-processor systems

Research output: Contribution to book/conference proceedings/anthology/reportConference contributionContributedpeer-review

Contributors

  • Ahsan Shabbir - , Eindhoven University of Technology (Author)
  • Akash Kumar - , Eindhoven University of Technology (Author)
  • Bart Mesman - , Eindhoven University of Technology (Author)
  • Henk Corporaal - , Eindhoven University of Technology (Author)

Abstract

Multi-processors are increasingly being used in modern embedded systems for reasons of power and speed. These systems have to support a large number of applications and standards, in different combinations, called use-cases. The key challenges are designing efficient systems handling all these usecases; this requires fast exploration of software and hardware alternatives with accurate performance evaluation. In this paper, we present a system-level FPGA-based simulation methodology for performance evaluation of applications on multiprocessor platforms. We observe that for multiple applications sharing an MPSoC platform, dynamic arbitration can cause deadlock in simulation. We use conservative Parallel Discrete Event Simulation (PDES) for simulation of these use-cases. We further note that conservative PDES is inefficient so we present a new PDES methodology that avoids causality errors by detecting them in advance.We call our new approach as smart conservative PDES. It is scalable in the number of use-cases and number of simulated processors and is 15% faster than conservative PDES. We further present results of a case-study of two real life applications. We used our simulation technique to do a design space exploration for optimal buffer space for JPEG and H263 decoders.

Details

Original languageEnglish
Title of host publicationProceedings - 2009 International Conference on Embedded Computer Systems
Pages100-107
Number of pages8
Publication statusPublished - 2009
Peer-reviewedYes
Externally publishedYes

Publication series

SeriesInternational Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (IC-SAMOS)

Conference

Title2009 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2009
Duration20 - 23 July 2009
CitySamos
CountryGreece

Keywords

Research priority areas of TU Dresden

Keywords

  • DSE, FPGAs, PDES, Performance evaluation, Simulation