Title :
A high performance architecture for computing burrows-wheeler transform on FPGAs
Author :
Cheema, Umer I. ; Khokhar, Ashfaq A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
Abstract :
Burrows-Wheeler Transform (BWT) has applications in diverse areas such as compressed string matching, biological sequence analysis, error correction, and channel coding. Numerous efforts have been made to improve the performance of BWT in software and hardware. Its use in real time applications such as deep packet inspection and channel coding requires efficient hardware implementations that must yield high throughput. This paper presents a novel hardware technique to compute BWT on a Field Programmable Gate Array (FPGA). The technique is based on using a limited length of suffixes, a parallel suffix sorter, and an efficient First-In-First-Out (FIFO) memory pipeline to sort these suffixes. The Longest Common Prefix (LCP) known for the target application is used to determine the length of suffix. The hardware complexity analysis shows that our technique scales linearly with the length of string and the claim is verified by the hardware synthesis results. In terms of throughput (even in number of clock cycles), our technique outperforms the existing state of the art hardware techniques by over four times.
Keywords :
field programmable gate arrays; logic design; memory architecture; parallel architectures; transforms; BWT; FIFO memory pipeline; FPGA; LCP; biological sequence analysis; burrows-wheeler transform; channel coding; compressed string matching; deep packet inspection; error correction; field programmable gate array; first-in-first-out memory pipeline; hardware complexity analysis; hardware synthesis; hardware techniques; high performance architecture; longest common prefix; parallel suffix sorter; suffixes; Clocks; Complexity theory; Hardware; Indexes; Registers; Sorting; Throughput; Burrows-Wheeler Transform; Data Compression; FPGA; First-In-First-Out (FIFO) based Sorting Network; Sort Transform; String Matching;
Conference_Titel :
Reconfigurable Computing and FPGAs (ReConFig), 2013 International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4799-2078-5
DOI :
10.1109/ReConFig.2013.6732262