1st Edition

Bioinformatics High Performance Parallel Computer Architectures

Edited By Bertil Schmidt Copyright 2011
370 Pages 119 B/W Illustrations
by CRC Press

370 Pages
by CRC Press

New sequencing technologies have broken many experimental barriers to genome scale sequencing, leading to the extraction of huge quantities of sequence data. This expansion of biological databases established the need for new ways to harness and apply the astounding amount of available genomic information and convert it into substantive biological understanding. A complilation of recent... Read more

Algorithms for Bioinformatics, B. Schmidt

Introduction to GPGPUs and Massively Threaded Programming, R.M. Farber

FPGA: Architecture and Programming, D. Maskell

Parallel Algorithms for Alignments on the Cell BE, A. Sarje and S. Aluru

Orchestrating the Phylogenetic Likelihood Function on Emerging Parallel Architectures, A. Stamatakis

Parallel Bioinformatics Algorithms for CUDA-enabled GPUs, Y. Liu, B. Schmidt, and D. Maskell

CUDA Error Correction Method for High-Throughput Short-Read Sequencing Data, H. Shi, W. Liu, and B. Schmidt

FPGA Acceleration of Seeded Similarity Searching, A.C. Jacob, J.M. Lancaster, J.D. Buhler, and R.D. Chamberlain

Seed-Based Parallel Protein Sequence Comparison Combining Multithreading, GPU, and FPGA Technologies, D. Lavenier and V.-H. Nguyen

Database Searching with Profi le Hidden Markov Models on Reconfi gurable and Many-Core Architectures, J.P.Walters, V. Chaudhary, and B. Schmidt

COPACOBANA: A Massively Parallel FPGA-Based Computer Architecture, M. Schimmler, L. Wienbrandt, T. Güneysu, and J. Bissel

Accelerating String Set Matching for Bioinformatics Using FPGA Hardware, Y.S. Dandass

Reconfi gurable Neural System and its Application to Dimeric Protein Binding Site Identification, F. Lin and M. Stepanova

Parallel FPGA Search Engine for Protein Identification, D. Coca, I. Bogdan, and R.J. Beynon

Index

Biography

Bertil Schmidt is Associate Professor at the School of Computer Engineering at Nanyang Technological University (NTU), Singapore. Prior to that, he was faculty member at the University of New South Wales and Senior Researcher at the University of Melbourne, Australia. At NTU he also held appointments as Program Director M.Sc. in Bioinformatics and Deputy Director of BMERC. Before coming to Singapore, he held research appointments at the Karlsruhe Institute of Technology (KIT) and RWTH Aachen. Bertil has been involved in the design and implementation of parallel algorithms and architectures for over a decade. He has worked extensively with fine-grained (e.g. GPUs, FPGAs, Cell BE), coarse-grained (clusters, grids) as well as hybrid parallel architectures. He has successfully applied these technologies to various domains including bioinformatics, image processing, multimedia video compression, and cryptography. He has published more than 35 journal papers in leading journals such as Journal of VLSI Signal Processing, Microelectronic Engineering, IEEE Transactions on Circuits and Systems II, IEEE Transactions on Parallel and Distributed Systems, IEEE Transactions on IT in Biomedicine, Journal of Parallel and Distributed Computing, Parallel Computing, Concurrency and Computation: Practice and Experience, Future Generation Computer Systems, Bioinformatics, BMC Bioinformatics, Autoimmunity, and Computer Physics Communications.