DocumentCode
3233292
Title
An FPGA-based parallel sorting architecture for the Burrows Wheeler transform
Author
Martínez, José ; Cumplido, René ; Feregrino, Claudia
Author_Institution
Dept. of Comput. Sci., National Inst. of Astrophys., Opt. & Electron., Puebla, Mexico
fYear
2005
fDate
28-30 Sept. 2005
Abstract
Burrows-Wheeler transform (BWT) has received special attention due to its effectiveness in lossless data compression algorithms. However, implementations of BWT-based algorithms have been limited due to the complexity of the suffix sorting process applied to the input string. Proposed solutions involve data structures combined with hardware architectures aimed at reducing computational complexity. However, advanced data structures are difficult to be implemented directly into hardware architectures as they require sophisticated control units. In this paper we present a novel architecture based on a parallel sorting block to implement the BWT transform. The proposed architecture has been implemented on a field programmable gate array (FPGA) device providing good performance improvements compared with other reported implementations on FPGAs. Results obtained show a reduction in the number of cycles and an increase in the maximum frequency compared with other works. FPGA implementation results are presented and discussed.
Keywords
field programmable gate arrays; parallel algorithms; parallel architectures; sorting; transforms; Burrows Wheeler transform; FPGA; data structures; field programmable gate array; hardware architectures; lossless data compression; parallel sorting architecture; suffix sorting process; Compression algorithms; Computer architecture; Data compression; Data structures; Field programmable gate arrays; Hardware; Software algorithms; Software prototyping; Sorting; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Reconfigurable Computing and FPGAs, 2005. ReConFig 2005. International Conference on
Print_ISBN
0-7695-2456-7
Type
conf
DOI
10.1109/RECONFIG.2005.9
Filename
1592499
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