Big Data and Software Defined Networks
Published on 11. May 2018
Book
Hardback
504 pages
978-1-78561-304-3 (ISBN)
Description
Big Data Analytics and Software Defined Networking (SDN) are helping to drive the management of data and usage of the extraordinary increase of computer processing power provided by Cloud Data Centres (CDCs). SDN helps CDCs run their services more efficiently by enabling managers to configure, manage, secure, and optimize the network resources very quickly. Big-Data Analytics in turn has entered CDCs to harvest the massive computing powers and deduct information that was never reachable by conventional methods.
Big Data and Software Defined Networks investigates areas where Big-Data and SDN can help each other in delivering more efficient services. SDN can help Big-Data applications overcome one of their major challenges: message passing among cooperative nodes. Through proper bandwidth allocation and prioritization, critical surges of Big-Data flows can be better handled to effectively reduce their impacts on CDCs. Big-Data, in turn, can help SDN controllers better analyze collected network information and make more efficient decisions about the allocation of resources to different network flows.
Big Data and Software Defined Networks investigates areas where Big-Data and SDN can help each other in delivering more efficient services. SDN can help Big-Data applications overcome one of their major challenges: message passing among cooperative nodes. Through proper bandwidth allocation and prioritization, critical surges of Big-Data flows can be better handled to effectively reduce their impacts on CDCs. Big-Data, in turn, can help SDN controllers better analyze collected network information and make more efficient decisions about the allocation of resources to different network flows.
More details
Series
Language
English
Place of publication
Stevenage
United Kingdom
Target group
College/higher education
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 241 mm
Width: 163 mm
Thickness: 30 mm
Weight
862 gr
ISBN-13
978-1-78561-304-3 (9781785613043)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Person
Javid Taheri is an Associate Professor at the Department of Computer Science, Karlstad University, Sweden where his research interests include networking, optimization, parallel/distributed computing, and cloud computing. He holds a Ph.D. in Information Technologies (2007), from the School of Information Technologies, The University of Sydney, Australia.
Content
Part I: Introduction
Chapter 1: Introduction to SDN
Chapter 2: SDN implementations and protocols
Chapter 3: SDN components and OpenFlow
Chapter 4: SDN for cloud data centres
Chapter 5: Introduction to big data
Chapter 6: Big Data processing using Apache Spark and Hadoop
Chapter 7: Big Data stream data processing
Chapter 8: Big Data in cloud data centers
Part II: How SDN helps Big Data
Chapter 9: SDN helps volume in Big Data
Chapter 10: SDN helps velocity in Big Data
Chapter 11: SDN helps value in Big Data
Chapter 12: SDN helps other Vs in Big Data
Chapter 13: SDN helps Big Data to optimize storage
Chapter 14: SDN helps Big Data to optimize access to data
Chapter 15: SDN helps Big Data to become fault tolerant
Part III: How Big Data helps SDN
Chapter 16: How Big Data helps SDN with data protection and privacy
Chapter 17: Big Data helps SDN to detect intrusions and secure data flows
Chapter 18: Big Data helps SDN to manage traffic
Chapter 19: Big Data helps SDN to optimize its controllers
Chapter 20: Big Data helps SDN to verify integrity of control/data planes
Chapter 21: Big Data helps SDN to improve application specific quality of service
Chapter 1: Introduction to SDN
Chapter 2: SDN implementations and protocols
Chapter 3: SDN components and OpenFlow
Chapter 4: SDN for cloud data centres
Chapter 5: Introduction to big data
Chapter 6: Big Data processing using Apache Spark and Hadoop
Chapter 7: Big Data stream data processing
Chapter 8: Big Data in cloud data centers
Part II: How SDN helps Big Data
Chapter 9: SDN helps volume in Big Data
Chapter 10: SDN helps velocity in Big Data
Chapter 11: SDN helps value in Big Data
Chapter 12: SDN helps other Vs in Big Data
Chapter 13: SDN helps Big Data to optimize storage
Chapter 14: SDN helps Big Data to optimize access to data
Chapter 15: SDN helps Big Data to become fault tolerant
Part III: How Big Data helps SDN
Chapter 16: How Big Data helps SDN with data protection and privacy
Chapter 17: Big Data helps SDN to detect intrusions and secure data flows
Chapter 18: Big Data helps SDN to manage traffic
Chapter 19: Big Data helps SDN to optimize its controllers
Chapter 20: Big Data helps SDN to verify integrity of control/data planes
Chapter 21: Big Data helps SDN to improve application specific quality of service