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Large Scale And Big Data

Large Scale And Big Data
Author: Sherif Sakr
Publisher: CRC Press
ISBN: 1466581506
Size: 37.83 MB
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Large Scale and Big Data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the fundamental challenges associated with Big Data processing tools and techniques across a range of computing environments. The book begins by discussing the basic concepts and tools of large-scale Big Data processing and cloud computing. It also provides an overview of different programming models and cloud-based deployment models. The book’s second section examines the usage of advanced Big Data processing techniques in different domains, including semantic web, graph processing, and stream processing. The third section discusses advanced topics of Big Data processing such as consistency management, privacy, and security. Supplying a comprehensive summary from both the research and applied perspectives, the book covers recent research discoveries and applications, making it an ideal reference for a wide range of audiences, including researchers and academics working on databases, data mining, and web scale data processing. After reading this book, you will gain a fundamental understanding of how to use Big Data-processing tools and techniques effectively across application domains. Coverage includes cloud data management architectures, big data analytics visualization, data management, analytics for vast amounts of unstructured data, clustering, classification, link analysis of big data, scalable data mining, and machine learning techniques.
Large Scale and Big Data
Language: en
Pages: 636
Authors: Sherif Sakr, Mohamed Gaber
Categories: Computers
Type: BOOK - Published: 2014-06-25 - Publisher: CRC Press
Large Scale and Big Data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the fundamental challenges associated with Big Data processing tools and techniques across
Large Scale and Big Data
Language: en
Pages: 636
Authors: Sherif Sakr, Mohamed Gaber
Categories: Computers
Type: BOOK - Published: 2014-06-25 - Publisher: CRC Press
Large Scale and Big Data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the fundamental challenges associated with Big Data processing t
Big Data Analytics with Spark
Language: en
Pages: 277
Authors: Mohammed Guller
Categories: Computers
Type: BOOK - Published: 2015-12-29 - Publisher: Apress
Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and general-purpose cluster computing framework for large-scale data analysis. You will learn how to use Spark for different types of big data analytics projects, including batch, interactive, graph, and stream data analysis as
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXII
Language: en
Pages: 113
Authors: Abdelkader Hameurlain, Josef Küng, Roland Wagner, Sanjay Madria, Takahiro Hara
Categories: Computers
Type: BOOK - Published: 2017-07-27 - Publisher: Springer
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand
Large-Scale and Distributed Optimization
Language: en
Pages: 412
Authors: Pontus Giselsson, Anders Rantzer
Categories: Mathematics
Type: BOOK - Published: 2018-11-11 - Publisher: Springer
This book presents tools and methods for large-scale and distributed optimization. Since many methods in "Big Data" fields rely on solving large-scale optimization problems, often in distributed fashion, this topic has over the last decade emerged to become very important. As well as specific coverage of this active research field,
Big Data Analytics for Large-Scale Multimedia Search
Language: en
Pages: 376
Authors: Stefanos Vrochidis, Benoit Huet, Edward Y. Chang, Ioannis Kompatsiaris
Categories: Technology & Engineering
Type: BOOK - Published: 2019-05-06 - Publisher: Wiley
A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day is enormous and is growing at an exponential rate, creating a great need for new and more efficient approaches for large scale multimedia search. This book
Transactions on Large-Scale Data- and Knowledge-Centered Systems XX
Language: en
Pages: 159
Authors: Abdelkader Hameurlain, Josef Küng, Roland Wagner, Sherif Sakr, Lizhe Wang, Albert Zomaya
Categories: Computers
Type: BOOK - Published: 2015-03-17 - Publisher: Springer
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand
Big Data Optimization: Recent Developments and Challenges
Language: en
Pages: 487
Authors: Ali Emrouznejad
Categories: Computers
Type: BOOK - Published: 2016-05-26 - Publisher: Springer
The main objective of this book is to provide the necessary background to work with big data by introducing some novel optimization algorithms and codes capable of working in the big data setting as well as introducing some applications in big data optimization for both academics and practitioners interested, and
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVII
Language: en
Pages: 209
Authors: Abdelkader Hameurlain, Josef Küng, Roland Wagner, Amin Anjomshoaa, Patrick C. K. Hung, Dominik Kalisch, Stanislav Sobolevsky
Categories: Computers
Type: BOOK - Published: 2016-09-03 - Publisher: Springer
This, the 27th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of 12 papers presented at the Big Data and Technology for Complex Urban Systems symposium, held in Kauai, HI, USA in January 2016. The papers explore the use of big data in complex
Web and Big Data
Language: en
Pages: 117
Authors: Jingkuan Song, Xiaofeng Zhu
Categories: Computers
Type: BOOK - Published: 2019-10-31 - Publisher: Springer Nature
This book constitutes the thoroughly refereed post-conference proceedings of the Third APWeb-WAIM 2019 Workshops, held jointly with the Third International Joint Conference APWeb-WAIM 2019 in Macau, China, in August 2019. The 8 full papers presented together with 1 invited talk were carefully reviewed and selected from 18 submissions. The papers