DocumentCode
3215651
Title
Resource estimation and task scheduling for multithreaded reconfigurable architectures
Author
Sudarsanam, Arvind ; Srinivasan, Mayur ; Panchanathan, Sethuraman
Author_Institution
Center for Cognitive Ubiquitous Comput., Arizona State Univ., Tempe, AZ, USA
fYear
2004
fDate
7-9 July 2004
Firstpage
323
Lastpage
330
Abstract
Reconfigurable computing is an emerging paradigm of research that offers cost-effective solutions for computationally intensive applications through hardware reuse. There is a growing need in this domain for techniques to exploit parallelism inherent in the target application and to schedule the parallelized application. This paper proposes a method to estimate the optimal number of resources through critical path analysis while keeping resource utilization near optimal. We also propose an algorithm to optimally schedule the parallel threads of execution in linear time. Our algorithm is based on the idea of enhanced partial critical path (ePCP) and handles memory latencies and reconfiguration overheads. Results obtained show the effectiveness of our approach over other critical path based methods.
Keywords
computational complexity; critical path analysis; multi-threading; parallel algorithms; processor scheduling; reconfigurable architectures; resource allocation; computationally intensive applications; critical path analysis; enhanced partial critical path; hardware reuse; linear time; memory latency; multithreaded reconfigurable architectures; optimal scheduling; parallel execution threads; parallelized application; reconfigurable computing; resource estimation; resource utilization; task scheduling; Computer applications; Delay; Hardware; MPEG 4 Standard; Parallel processing; Pervasive computing; Processor scheduling; Reconfigurable architectures; Scheduling algorithm; Yarn;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Systems, 2004. ICPADS 2004. Proceedings. Tenth International Conference on
ISSN
1521-9097
Print_ISBN
0-7695-2152-5
Type
conf
DOI
10.1109/ICPADS.2004.1316111
Filename
1316111
Link To Document