Big Data and Software Defined Networks

Inbunden, Engelska, 2018

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-05-11
Mått:156 x 234 x 30 mm
Vikt:862 g
Format:Inbunden
Språk:Engelska
Serie:Computing and Networks
Antal sidor:504
Förlag:Institution of Engineering and Technology
ISBN:9781785613043

Utforska kategorier

Nätverk och kommunikation inom Data och IT
Databaser inom Data och IT

Mer om författaren

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.

Innehållsförteckning

Part I: IntroductionChapter 1: Introduction to SDNChapter 2: SDN implementations and protocolsChapter 3: SDN components and OpenFlowChapter 4: SDN for cloud data centresChapter 5: Introduction to big dataChapter 6: Big Data processing using Apache Spark and HadoopChapter 7: Big Data stream data processingChapter 8: Big Data in cloud data centers Part II: How SDN helps Big DataChapter 9: SDN helps volume in Big DataChapter 10: SDN helps velocity in Big DataChapter 11: SDN helps value in Big DataChapter 12: SDN helps other Vs in Big DataChapter 13: SDN helps Big Data to optimize storageChapter 14: SDN helps Big Data to optimize access to dataChapter 15: SDN helps Big Data to become fault tolerant Part III: How Big Data helps SDNChapter 16: How Big Data helps SDN with data protection and privacyChapter 17: Big Data helps SDN to detect intrusions and secure data flowsChapter 18: Big Data helps SDN to manage trafficChapter 19: Big Data helps SDN to optimize its controllersChapter 20: Big Data helps SDN to verify integrity of control/data planesChapter 21: Big Data helps SDN to improve application specific quality of service