Scalable Big Data Analytics for Protein Bioinformatics

Language: English

Published by Springer International Publishing Okt 2018, 2018

3319988387 / 9783319988382

Series: Book 15 of 21 - Computational Biology

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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Hardcover

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This item is printed on demand - it takes 3-4 days longer - Neuware -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 accelerate similarity searches and protein structure modeling processes.The content of the book is divided into four parts. The first part provides background information on proteins and their representation levels, including a formal model of a 3D protein structure used in computational processes, and a brief overview of the technologies used in the solutions presented in the book. The second part of the book discusses Cloud services that are utilized in the development of scalable and reliable cloud applications for 3D protein structure similarity searching and protein structure prediction. The third part of the book shows the utilization of scalable Big Data computational frameworks, like Hadoop and Spark, in massive 3D protein structure alignments and identification of intrinsically disordered regions in protein structures. The fourth part of the book focuses on finding 3D protein structure similarities, accelerated with the use of GPUs and the use of multithreading and relational databases for efficient approximate searching on protein secondary structures.The book introduces advanced techniques and computational architectures that benefit from recent achievements in the field of computing and parallelism. Recent developments in computer science have allowed algorithms previously considered too time-consuming to now be efficiently used for applications in bioinformatics and the life sciences. Given its depth of coverage, the book will be of interest to researchers and software developers working in the fields of structural bioinformatics and biomedical databases. 344 pp. Englisch.…

Seller Inventory # 9783319988382

Title
Scalable Big Data Analytics for Protein Bioinformatics
Author
Dariusz Mrozek
Publisher
Springer International Publishing Okt 2018
Publication year
2018
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319988387
ISBN 13
9783319988382
Item weight
744 grams
Dimensions
241x160x23 mm
Series
Book 15 of 21: Computational Biology

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany