Scalable Big Data Analytics for Protein Bioinformatics

Written By Dariusz Mrozek
Scalable Big Data Analytics for Protein Bioinformatics
  • Publsiher : Springer
  • Release : 25 September 2018
  • ISBN : 3319988395
  • Pages : 315 pages
  • Rating : /5 from reviews
GET THIS BOOKScalable Big Data Analytics for Protein Bioinformatics


Download or read book entitled Scalable Big Data Analytics for Protein Bioinformatics by author: Dariusz Mrozek which was release on 25 September 2018 and published by Springer with total page 315 pages . This book available in PDF, EPUB and Kindle Format. 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.

Scalable Big Data Analytics for Protein Bioinformatics

Scalable Big Data Analytics for Protein Bioinformatics
  • Author : Dariusz Mrozek
  • Publisher : Springer
  • Release Date : 2018-09-25
  • Total pages : 315
  • ISBN : 3319988395
GET BOOK

Summary : 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 ...

Beyond Databases Architectures and Structures Paving the Road to Smart Data Processing and Analysis

Beyond Databases  Architectures and Structures  Paving the Road to Smart Data Processing and Analysis
  • Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
  • Publisher : Springer
  • Release Date : 2019-05-07
  • Total pages : 367
  • ISBN : 3319988395
GET BOOK

Summary : This book constitutes the refereed proceedings of the 15th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2019, held in Ustroń, Poland, in May 2019. It consists of 26 carefully reviewed papers selected from 69 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms ...

Big Data Analytics in Genomics

Big Data Analytics in Genomics
  • Author : Ka-Chun Wong
  • Publisher : Springer
  • Release Date : 2016-10-24
  • Total pages : 428
  • ISBN : 3319988395
GET BOOK

Summary : This contributed volume explores the emerging intersection between big data analytics and genomics. Recent sequencing technologies have enabled high-throughput sequencing data generation for genomics resulting in several international projects which have led to massive genomic data accumulation at an unprecedented pace. To reveal novel genomic insights from this data within ...

Bioinformatics and Biomedical Engineering

Bioinformatics and Biomedical Engineering
  • Author : Ignacio Rojas,Francisco Ortuño
  • Publisher : Springer
  • Release Date : 2018-04-19
  • Total pages : 556
  • ISBN : 3319988395
GET BOOK

Summary : This two-volume set LNBI 10813 and LNBI 10814 constitutes the proceedings of the 6th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2018, held in Granada, Spain, in April 2018.The 88 regular papers presented were carefully reviewed and selected from 273 submissions. The scope of the conference spans the following areas: bioinformatics for healthcare and ...

Intelligent Information and Database Systems

Intelligent Information and Database Systems
  • Author : Ngoc Thanh Nguyen,Satoshi Tojo,Le Minh Nguyen,Bogdan Trawiński
  • Publisher : Springer
  • Release Date : 2017-04-03
  • Total pages : 212
  • ISBN : 3319988395
GET BOOK

Summary : The two-volume set LNAI 10191 and 10192 constitutes the refereed proceedings of the 9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017, held in Kanazawa, Japan, in April 2017. The total of 152 full papers accepted for publication in these proceedings was carefully reviewed and selected from 420 submissions. They were organized in topical ...

Data Intensive Computing

Data Intensive Computing
  • Author : Ian Gorton,Deborah K. Gracio
  • Publisher : Cambridge University Press
  • Release Date : 2012-10-29
  • Total pages : 290
  • ISBN : 3319988395
GET BOOK

Summary : Describes principles of the emerging field of data-intensive computing, along with methods for designing, managing and analyzing the big data sets of today....

Beyond Databases Architectures and Structures Advanced Technologies for Data Mining and Knowledge Discovery

Beyond Databases  Architectures and Structures  Advanced Technologies for Data Mining and Knowledge Discovery
  • Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
  • Publisher : Springer
  • Release Date : 2016-04-28
  • Total pages : 738
  • ISBN : 3319988395
GET BOOK

Summary : This book constitutes the refereed proceedings of the 12th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2016, held in Ustroń, Poland, in May/June 2016. It consists of 57 carefully reviewed papers selected from 152 submissions. The papers are organized in topical sections, namely artificial intelligence, data mining and knowledge discovery; architectures, ...

KDD

KDD
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 3319988395
GET BOOK

Summary : Read online KDD written by , published by which was released on 2006. Download full KDD Books now! Available in PDF, ePub and Kindle....

Information Technology New Generations

Information Technology   New Generations
  • Author : Shahram Latifi
  • Publisher : Springer
  • Release Date : 2017-08-26
  • Total pages : 985
  • ISBN : 3319988395
GET BOOK

Summary : This volume presents a collection of peer-reviewed, scientific articles from the 14th International Conference on Information Technology - New Generations, held at Tuscany Suites Hotel in Las Vegas. The proceedings addresses critical areas of information technology including web technology, communications, computing architectures, software engineering, security, and data mining....

Computational Science ICCS 2020

Computational Science     ICCS 2020
  • Author : Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira
  • Publisher : Springer Nature
  • Release Date : 2020-06-18
  • Total pages : 707
  • ISBN : 3319988395
GET BOOK

Summary : The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions ...

Neural Information Processing

Neural Information Processing
  • Author : Derong Liu,Shengli Xie,Yuanqing Li,Dongbin Zhao,El-Sayed M. El-Alfy
  • Publisher : Springer
  • Release Date : 2017-11-07
  • Total pages : 930
  • ISBN : 3319988395
GET BOOK

Summary : The six volume set LNCS 10634, LNCS 10635, LNCS 10636, LNCS 10637, LNCS 10638, and LNCS 10639 constitues the proceedings of the 24rd International Conference on Neural Information Processing, ICONIP 2017, held in Guangzhou, China, in November 2017. The 563 full papers presented were carefully reviewed and selected from 856 submissions. The 6 volumes are organized in topical sections on Machine ...

Supercomputing

Supercomputing
  • Author : Vladimir Voevodin,Sergey Sobolev
  • Publisher : Springer Nature
  • Release Date : 2019-12-09
  • Total pages : 747
  • ISBN : 3319988395
GET BOOK

Summary : This book constitutes the refereed post-conference proceedings of the 5th Russian Supercomputing Days, RuSCDays 2019, held in Moscow, Russia, in September 2019. The 60 revised full papers presented were carefully reviewed and selected from 127 submissions. The papers are organized in the following topical sections: parallel algorithms; supercomputer simulation; HPC, BigData, AI: architectures, technologies, ...

Genome Research

Genome Research
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
  • ISBN : 3319988395
GET BOOK

Summary : Read online Genome Research written by , published by which was released on 2000. Download full Genome Research Books now! Available in PDF, ePub and Kindle....

ICT Innovations 2014

ICT Innovations 2014
  • Author : Ana Madevska Bogdanova,Dejan Gjorgjevikj
  • Publisher : Springer
  • Release Date : 2014-08-09
  • Total pages : 362
  • ISBN : 3319988395
GET BOOK

Summary : Data is a common ground, a starting point for each ICT system. Data needs processing, use of different technologies and state-of-the-art methods in order to obtain new knowledge, to develop new useful applications that not only ease, but also increase the quality of life. These applications use the exploration of ...

Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 3319988395
GET BOOK

Summary : Read online Dissertation Abstracts International written by , published by which was released on 2008. Download full Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....