Articles liés à Performance Optimization in Parallel Bioinformatics:...

Performance Optimization in Parallel Bioinformatics: Techniques, Algorithms, and High-Performance Strategies for Modern Computational Biology - Couverture souple

Rani, Sita

 
9786630294460: Performance Optimization in Parallel Bioinformatics: Techniques, Algorithms, and High-Performance Strategies for Modern Computational Biology
Couverture souple
ISBN 10 : 6630294467 ISBN 13 : 9786630294460
Editeur : LAP Lambert Academic Publishing, 2026

Synopsis

The explosive growth of genomic and molecular data has transformed bioinformatics into one of the most computationally demanding scientific disciplines. This book presents advanced strategies for optimizing parallel computing to accelerate large-scale bioinformatics applications, with a focus on protein BLAST. It introduces a high-performance GPU-enabled cluster architecture that combines dynamic workload distribution, database fragmentation, CUDA-based GPU acceleration, and OpenMPI communication to deliver scalable and efficient sequence analysis. Through comprehensive performance evaluation using real-world biological datasets, the book demonstrates significant improvements in execution speed, scalability, and resource utilization compared with conventional BLAST implementations. Bridging theory and practical implementation, this book serves as a valuable resource for researchers, graduate students, and HPC professionals seeking modern solutions for high-performance bioinformatics and next-generation computational biology.

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Éditeur
LAP Lambert Academic Publishing
Date d'édition
2026
Langue
anglais
ISBN 10 
6630294467
ISBN 13 
9786630294460
Reliure
Paperback
Nombre de pages
180
Coordonnées du fabricant
non disponible
Personne responsable
non disponible