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Network Performance and Fault Analytics for LTE Wireless Service Providers

Deepak Kakadia, Jin Yang, Alexander Gilgur (Broschiert, Englisch)

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Beschreibung
This book is intended to describe how to leverage emerging technologies big data analytics and SDN, to address challenges specific to LTE and IP network performance and fault management data in order to more efficiently manage and operate an LTE wireless networks. The proposed integrated solutions permit the LTE network service provider to operate entire integrated network, from RAN to Core , from UE to application service, as one unified system and correspondingly collect and align disparate key metrics and data, using an integrated and holistic approach to network analysis. The LTE wireless network performance and fault involves the network performance and management of network elements in EUTRAN, EPC and IP transport components, not only as individual components, but also as nuances of inter-working of these components. The key metrics for EUTRAN include radio access network accessibility, retainability, integrity, availability and mobility. The key metrics for EPC include MME accessibility, mobility and capacity, SGW, PGW capacity and connectivity. In the first parts of the book, the authors describe fundamental analytics techniques, and various key network partitions - RAN, Backhaul, Metro and Core of a typical LTE Wireless Service Provider Network. The second part of the book develops more advanced analytic techniques that can be used to solve complex wireless network problems. The second part of this book also describes practical and novel solutions for LTE service network performance and fault management systems using big data engineering. Self-organizing network (SON) architecture is presented as a way to utilize network performance and fault analytics to enable network automation. SON can significantly improve operational efficiencies and speed up network deployment. This book provides various ways to leverage data science to more intelligently and reliably to automate and manage a wireless network. The contents of the book should be useful to professional engineers and networking experts involved in LTE network operations and management. The content will also be of interest to researchers, academic and corporate, interested in the developments in fault analytics in LTE networks.
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Technische Daten


Erscheinungsdatum
18.05.2018
Sprache
Englisch
EAN
9788132238959
Herausgeber
Springer India
Sonderedition
Nein
Autor
Deepak Kakadia, Jin Yang, Alexander Gilgur
Seitenanzahl
204
Einbandart
Broschiert
Autorenporträt
Deepak Kakadia is currently at Google in Mountain View CA, working in the area of SDN Network and Analytics. Previously, from January 2013 to January 2015, he was Team Lead, Distinguished Member of Technical Staff (DMTS), IP Network Architect, with Verizon Labs, leading Network QoS Analytics and Network QoS Optimization for LTE Wireless Network Service Provider Networks in Palo Alto, CA. May 2005 to Jan 2013 he was with Verizon / Verizon Wireless, in the Head Quarters Network Planning Group in Walnut Creek, California USA since. Previously he was a Staff Engineer, IP Network Architect at Sun Microsystems Inc., Menlo Park, California, for a total of 11 years since 1994. He also worked at Corona Networks as a Principal Engineer in the Network Management Systems group; Digital Equipment Corp, where he worked on DEC OSF/1; and Nortel Networks (Bell Northern Research) in Ottawa, Canada. He received a certificate in Networking from the Dept of Electrical Engineering at Stanford University, Palo Alto, CA. He received a Bachelor of Engineering in Computer Systems, a Master of Science in Computer Science, and has completed Ph.D. qualifiers and course work in Computer Science. Deepak is a recognized industry expert in networking architecture and analysis, invited speaker at many international conferences, where he was approached by Springer to write a book on this subject. He has authored at time of writing, 39 awarded patents and filed over 70 patents in the area of Network and Systems Management and Wireless Technologies.
Schlagwörter
Internet Service Providers, LTE, LTE Network Performance and Fault Management, Network Analytics, Network Optimization, QoS Optimization
Thema-Inhalt
TJK - Nachrichtententechnik, Telekommunikation UKN - Netzwerk-Hardware
Höhe
235 mm
Breite
15.5 cm

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