Scalable Big Data Analytics for Protein Bioinformatics Efficient Computational Solutions for Protein Structures /

• Main Author: Mrozek, Dariusz (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Computational Biology, 28
• Subjects: Bioinformatics.; Computer communication systems.; Proteins .; Biomathematics.; Computational Biology/Bioinformatics.; Computer Communication Networks.; Protein Structure.; Mathematical and Computational Biology.

This book presents a focus on proteins and their structures. The text describes various scalable solutions for protein structure similarity searching, carried out at main representation levels and for prediction of 3D structures of proteins. Emphasis is placed on techniques that can be used to accel...

Table of Contents:

• Formal Model of 3D Protein Structures for Functional Genomics, Comparative Bioinformatics, and Molecular Modeling
• Multithreaded PSS-SQL for Searching Databases of Secondary Structures
• GPU and CUDA for 3D Protein Structure Similarity Searching
• Cloud Computing for 3D Protein Structure Alignment
• General Discussion and Concluding Remarks.