DocumentCode
141953
Title
Invited talk: Automata processor and its applications in bioinformatics
Author
Aluru, Srinivas
Author_Institution
Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2014
fDate
18-18 April 2014
Firstpage
1
Lastpage
1
Abstract
Summary form only given. This talk will introduce the Micron Automata Processor, a novel computing architecture that permits massively parallel execution of multiple non-deterministic finite automata. The Automata Processor inspires a new programming paradigm of solving problems using complex pattern matching engines executed over streaming data. The first part of this talk will focus on the processor characteristics, programming and execution environment, and some general algorithm design principles we discovered that are of value in designing applications on the Automata Processor. In the second part, I will describe ongoing work in my research group on solving bioinformatics applications using the Automata Processor. In particular, I will describe a solution to the NP-hard problem of finding motifs in biological sequences. Our solution uses a single Automata Processor board to tackle problem instances much larger than what is reported in the literature so far.
Keywords
bioinformatics; computational complexity; parallel processing; pattern matching; NP-hard problem; bioinformatics applications; biological sequences; micron automata processor; multiple nondeterministic finite automata; pattern matching engines; Algorithm design and analysis; Automata; Awards activities; Bioinformatics; Educational institutions; Programming profession;
fLanguage
English
Publisher
ieee
Conference_Titel
Microelectronics And Electron Devices (WMED), 2014 IEEE Workshop On
Conference_Location
Boise, ID
ISSN
1947-3834
Print_ISBN
978-1-4799-2222-2
Type
conf
DOI
10.1109/WMED.2014.6818712
Filename
6818712
Link To Document