Networking for Big Data
Editat de Shui Yu, Xiaodong Lin, Jelena Misic, Xuemin (Sherman) Shenen Limba Engleză Hardback – 3 aug 2015
The book is divided into four sections: introduction to Big Data, networking theory and design for Big Data, networking security for Big Data, and platforms and systems for Big Data applications. Focusing on key networking issues in Big Data, the book explains network design and implementation for Big Data. It examines how network topology impacts data collection and explores Big Data storage and resource management.
- Addresses the virtual machine placement problem
- Describes widespread network and information security technologies for Big Data
- Explores network configuration and flow scheduling for Big Data applications
- Presents a systematic set of techniques that optimize throughput and improve bandwidth for efficient Big Data transfer on the Internet
- Tackles the trade-off problem between energy efficiency and service resiliency
The book covers distributed Big Data storage and retrieval as well as security, trust, and privacy protection for Big Data collection, storage, and search. It discusses the use of cloud infrastructures and highlights its benefits to overcome the identified issues and to provide new approaches for managing huge volumes of heterogeneous data.
The text concludes by proposing an innovative user data profile-aware policy-based network management framework that can help you exploit and differentiate user data profiles to achieve better power efficiency and optimized resource management.
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Specificații
ISBN-13: 9781482263497
ISBN-10: 1482263491
Pagini: 432
Ilustrații: 159 black & white illustrations, 18 black & white tables
Dimensiuni: 178 x 254 x 28 mm
Greutate: 0.98 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1482263491
Pagini: 432
Ilustrații: 159 black & white illustrations, 18 black & white tables
Dimensiuni: 178 x 254 x 28 mm
Greutate: 0.98 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Public țintă
Professional ReferenceCuprins
Introduction of Big Data. Networking Theory and Design for Big Data. Networking Security for Big Data. Platforms and System for Big Data Applications.
Notă biografică
Shui Yu, Xiaodong Lin, Jelena Mišić, Xuemin (Sherman) Shen
Descriere
This book supplies an unprecedented look at the latest research on the networking and communication aspects of Big Data. Starting with a comprehensive introduction to Big Data and its networking issues, it offers deep technical coverage of both theory and applications. Focusing on key networking issues in Big Data, the book explains network design and implementation for Big Data. It covers distributed Big Data storage and retrieval as well as security, trust, and privacy protection for Big Data collection, storage, and search.