Big Data Computing and Communications

Big Data Computing and Communications
Title Big Data Computing and Communications PDF eBook
Author Yu Wang
Publisher Springer
Pages 517
Release 2015-07-23
Genre Computers
ISBN 3319220470

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This book constitutes the proceedings of the First International Conference on Big Data Computing and Communications, BigCom 2015, held in Taiyuan, China, in August 2015. The 41 papers presented in this volume were carefully reviewed and selected from 74 submissions. They were organized in topical sections named: wireless communication and networks; database and big data; smart phone and sensing application; security and privacy; architecture and applications; sensor networks and RFID; social networks and recommendation; signal processing and pattern recognition; and routing and resource management.

High-Performance Big Data Computing

High-Performance Big Data Computing
Title High-Performance Big Data Computing PDF eBook
Author Dhabaleswar K. Panda
Publisher MIT Press
Pages 275
Release 2022-08-02
Genre Computers
ISBN 0262369427

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An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep lLearning. Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions. The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deployment and management; and surveys benchmarks and workloads for evaluating big data middleware systems. It presents a detailed discussion of big data computing systems and applications with high-performance networking, computing, and storage technologies, including state-of-the-art designs for data processing and storage systems. Finally, the book considers some advanced research topics in high-performance big data computing, including designing high-performance deep learning over big data (DLoBD) stacks and HPC cloud technologies.

Advances in Computer Communications and Networks

Advances in Computer Communications and Networks
Title Advances in Computer Communications and Networks PDF eBook
Author Kewei Sha
Publisher River Publishers
Pages 670
Release 2016-11-30
Genre Computers
ISBN 8793379870

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Recent developments in computer communications and networks have enabled the deployment of exciting new areas such as Internet of Things and collaborative big data analysis. The design and implementation of energy efficient future generation communication and networking technologies also require the clever research and development of mobile, pervasive, and large-scale computing technologies. Advances in Computer Communications and Networks: from Green, Mobile, Pervasive Networking to Big Data Computing studies and presents recent advances in communication and networking technologies reflecting the state-of-the-art research achievements in novel communication technology and network optimization. Technical topics discussed in the book include: Data Center Networks Mobile Ad Hoc Networks Multimedia Networks Internet of Things Wireless SpectrumNetwork Optimization. This book is ideal for personnel in computer communication and networking industries as well as academic staff and collegial, master, Ph.D. students in computer science, computer engineering, electrical engineering and telecommunication systems.

Big Data, Machine Learning, and Applications

Big Data, Machine Learning, and Applications
Title Big Data, Machine Learning, and Applications PDF eBook
Author Ripon Patgiri
Publisher Springer
Pages 103
Release 2020-11-28
Genre Computers
ISBN 9783030626242

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This book constitutes refereed proceedings of the First International First International Conference on Big Data, Machine Learning, and Applications, BigDML 2019, held in Silchar, India, in December. The 6 full papers and 3 short papers were carefully reviewed and selected from 152 submissions. The papers present research on such topics as computing methodology; machine learning; artificial intelligence; information systems; security and privacy.

Scalable Computing and Communications

Scalable Computing and Communications
Title Scalable Computing and Communications PDF eBook
Author Samee U. Khan
Publisher John Wiley & Sons
Pages 0
Release 2013-01-22
Genre Computers
ISBN 111816265X

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Reviews the latest advances in the all-important field of scalable computing In telecommunications and software engineering, scalability is the ability of a system, network, or process to either handle growing amounts of work in a graceful manner or be enlarged to accommodate that growth. It is a desirable property for many scientific, industrial, and business applications and an important feature for hardware. This immersive book summarizes the latest research achievements in the field of scalable computing and covers new topics that have emerged recently on computing and communications, such as unconventional computing, green and sustainable computing, cloud and volunteer computing, and more. Filled with contributions from world-renowned engineers, researchers, and IT professionals in diverse areas, Scalable Computing and Communications covers: Circuit and component design Operating systems Green computing Network-on-chip paradigms Computational grids High-performance computing Software Networking in scalable computing and mobile computing Next-generation networking Cloud computing Peer-to-peer systems Scalable Computing and Communications is well organized with basic concepts, software infrastructure and middleware, and applications and systems. Filled with numerous case studies, figures, and tables, it is a valuable book that offers great insight into future trends and emerging topics for professionals and students in the field.

Computer Networks, Big Data and IoT

Computer Networks, Big Data and IoT
Title Computer Networks, Big Data and IoT PDF eBook
Author A.Pasumpon Pandian
Publisher Springer Nature
Pages 980
Release 2021-06-21
Genre Technology & Engineering
ISBN 9811609659

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This book presents best selected research papers presented at the International Conference on Computer Networks, Big Data and IoT (ICCBI 2020), organized by Vaigai College Engineering, Madurai, Tamil Nadu, India, during 15–16 December 2020. The book covers original papers on computer networks, network protocols and wireless networks, data communication technologies and network security. The book is a valuable resource and reference for researchers, instructors, students, scientists, engineers, managers and industry practitioners in those important areas.

Communication and Computing Systems

Communication and Computing Systems
Title Communication and Computing Systems PDF eBook
Author B.M.K. Prasad
Publisher CRC Press
Pages 648
Release 2019-10-22
Genre Computers
ISBN 0429814585

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The International Conference on Communication and Computing Systems (ICCCS 2018) provides a high-level international forum for researchers and recent advances in the field of electronic devices, computing, big data analytics, cyber security, quantum computing, biocomputing, telecommunication, etc. The aim of the conference was to bridge the gap between the technological advancements in the industry and the academic research.