Paper Info
Title
Accelerating DNA Biometrics in Criminal Investigations Through GPU-Based Pattern Matching.
Abstract
With the ever-increasing capabilities of modern hardware and breakthroughs in the DNA biometrics field, we are presenting a new, scalable and innovative method to accelerate the DNA analysis process used in criminal investigations, by building an improved methodology for using large-scale GPU-based automata for performing high-throughput pattern-matching. Our approach focuses on all important stages of preparing for the pattern-matching process, tackling with all major steps, from creation, to preprocessing, to the runtime performance. Finally, we experiment using real-world DNA sequences and apply the process to the human DNA genome, for an evaluation of our implementation.
Year
DOI
Venue
2018
10.1007/978-3-319-94120-2_44
INTERNATIONAL JOINT CONFERENCE SOCO'18-CISIS'18- ICEUTE'18
Keywords
Field
DocType
DNA,Biometrics,Pattern matching,GPGPU,CUDA
Computer science,CUDA,Automaton,Preprocessor,General-purpose computing on graphics processing units,Artificial intelligence,Criminal investigation,Biometrics,Pattern matching,Machine learning,Scalability
Conference
Volume
ISSN
Citations 
771
2194-5357
0
PageRank 
References 
Authors
0.34
4
2
Name
Order
Citations
PageRank
Ciprian Pungila1114.51
Viorel Negru231147.71