DocumentCode :
2516418
Title :
System-level prototyping framework for heterogeneous multi-core architecture applied to biological sequence analysis
Author :
Roma, Nuno ; Magalhães, Pedro
Author_Institution :
Inst. Super. Tecnico, INESC-ID, Lisbon, Portugal
fYear :
2012
fDate :
11-12 Oct. 2012
Firstpage :
156
Lastpage :
162
Abstract :
An event-driven prototyping and simulation framework to support the design and early development stages of an heterogeneous multi-core processing architecture is presented in this manuscript. The main focus of this parallel structure is to efficiently execute a set of widely used bio-informatics algorithms for DNA sequences alignment and processing. The conceived framework was entirely developed using the SystemC description language and allows a full parametrization of the prototyped multi-core architecture, such as the amount of computing nodes, the effective alignment throughput of each node, and the capacity and access time of the memory devices. The presented experimental results demonstrate that the conceived framework provides the system designer with a very useful preliminary evaluation of the prototyped architecture. In particular, the included evaluation demonstrates the relation between the number and performance of the computing nodes and the resulting alignment performance gain (speedup), as well as the inherent bus contention losses in the shared resources (bus and shared memory).
Keywords :
DNA; bioinformatics; hardware description languages; multiprocessing systems; parallel processing; DNA sequences alignment; SystemC description language; alignment performance gain; bioinformatics algorithms; biological sequence analysis; bus contention losses; computing nodes; event driven prototyping; heterogeneous multicore architecture; memory devices; parallel structure; simulation framework; system level prototyping framework; Biological system modeling; DNA; Memory management; Monitoring; Program processors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Rapid System Prototyping (RSP), 2012 23rd IEEE International Symposium on
Conference_Location :
Tampere
ISSN :
2150-5500
Print_ISBN :
978-1-4673-2786-2
Electronic_ISBN :
2150-5500
Type :
conf
DOI :
10.1109/RSP.2012.6380705
Filename :
6380705
Link To Document :
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