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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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Performance Optimization in Parallel Bioinformatics
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Performance Optimization in Parallel Bioinformatics
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Performance Optimization in Parallel Bioinformatics
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Performance Optimization in Parallel Bioinformatics : Techniques, Algorithms, and High-Performance Strategies for Modern Computational Biology
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Performance Optimization in Parallel Bioinformatics | Techniques, Algorithms, and High-Performance Strategies for Modern Computational Biology
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Taschenbuch. Condition: Neu. Performance Optimization in Parallel Bioinformatics | Techniques, Algorithms, and High-Performance Strategies for Modern Computational Biology | Sita Rani | Taschenbuch | Englisch | 2026 | LAP LAMBERT Academic Publishing | EAN 9786630294460 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand. Seller Inventory # 136230496
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Performance Optimization in Parallel Bioinformatics
Published by
LAP LAMBERT Academic Publishing Jul 2026, 2026
ISBN 10: 6630294467
ISBN 13: 9786630294460
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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. 180 pp. Englisch. Seller Inventory # 9786630294460
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