Network Performance and Fault Analytics for LTE Wireless Service Providers
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 wir
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work Performance and Fault Analytics for LTE Wireless Service Providers
Network Performance and Fault Analytics for LTE Wireless Service Providers
Deepak Kakadia Jin Yang Alexander Gilgur •
Network Performance and Fault Analytics for LTE Wireless Service Providers
123
Alexander Gilgur Technical Infrastructure Facebook, Inc. Menlo Park, CA USA
Deepak Kakadia Network Analytics Google Mountain View, CA USA Jin Yang Wireless Technology and Strategy Verizon Communications Orinda, CA USA
ISBN 978-81-322-3719-8 DOI 10.1007/978-81-322-3721-1
ISBN 978-81-322-3721-1
(eBook)
Library of Congress Control Number: 2017934864 © Springer (India) Pvt. Ltd. 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer (India) Pvt. Ltd. The registered company address is: 7th Floor, Vijaya Building, 17 Barakhamba Road, New Delhi 110 001, India
Preface
This book describes network performance and fault analytics for LTE service providers from a practical perspective, which combines years of practical engineering experience working in the LTE service provider industry with data science and engineering insights. This unique combination of the three authors background provides innovative forward-looking approach to resolve long-standing complex network performance and fault management issues that span multiple domains. Traditional telecommunication networks have been composed of separate vendor solutions from many domains. This resulted in disparate network management tools coming from domain-separated vendors. The radio access network (RAN) and the transport core network have been engineered and optimized in the past as separate and independent networks. This book proposes an end-to-end solution and hence an end-to-end network management and optimization architecture ap
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