
Scalable Network Monitoring in High Speed Networks
Springer (Publisher)
Published on 21. September 2014
Book
Paperback/Softback
XV, 148 pages
978-1-4899-8563-7 (ISBN)
Description
Network monitoring serves as the basis for a wide scope of network, engineering and management operations. Precise network monitoring involves inspecting every packet traversing in a network. However, this is not feasible with future high-speed networks, due to significant overheads of processing, storing, and transferring measured data.
Network Monitoring in High Speed Networks presents accurate measurement schemes from both traffic and performance perspectives, and introduces adaptive sampling techniques for various granularities of traffic measurement. The techniques allow monitoring systems to control the accuracy of estimations, and adapt sampling probability dynamically according to traffic conditions. The issues surrounding network delays for practical performance monitoring are discussed in the second part of this book. Case studies based on real operational network traces are provided throughout this book.
Network Monitoring in High Speed Networks is designed as a secondary text or reference book for advanced-level students and researchers concentrating on computer science and electrical engineering. Professionals working within the networking industry will also find this book useful.
Reviews / Votes
From the reviews:
"In great detail, the authors discuss the notions of flow and of elephants versus mice in the context of network traffic. . The authors discuss the shortcomings of static sampling and packet counting, and note the important contribution the packet size has on the load. . Altogether, the insights covered in the book should be interesting to network designers." (J. S. Edwards, ACM Computing Reviews, December, 2011)
More details
Edition
2011 ed.
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Professional/practitioner
Illustrations
XV, 148 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 10 mm
Weight
260 gr
ISBN-13
978-1-4899-8563-7 (9781489985637)
DOI
10.1007/978-1-4614-0119-3
Schweitzer Classification
Other editions
Additional editions

Baek-Young Choi | Zhi-Li Zhang | David Hung-Chang Du
Scalable Network Monitoring in High Speed Networks
Book
06/2011
Springer
€53.49
Shipment within 15-20 days
Persons
Daehee Kim is an Assistant Professor in the Department of Computing and New Media Technologies at University of Wisconsin-Stevens Point. He received Ph.D from University of Missouri-Kansas City in 2015, and master degree from State University of New York in 2008. His research interests lie in the broad areas of storage and network including data deduplication, wireless sensor networks, networked storage system and network protocols, Big data transfer and analysis, and cloud and Internet application and deployments.
Dr. Baek-Young Choi is an Associate Professor at the University of Missouri - Kansas City. She has been a fellow of the U.S. Air Force Research Laboratory's Visiting Faculty Research Program (AFRL-VFRP), and Korea Telecom - Advance Institute of Technology (KT-AIT). She co-authored the book, 'Scalable Network Monitoring in High Speed Networks', and co-edited the book, 'High Performance Cloud Auditing and Applications'. She is an Associate Editor of Springer Journal of Telecommunication Systems, and has served on the editorial board of the Elsevier Journal of Computer Networks. She is a senior member of ACM and IEEE, and a member of IEEE Women in Engineering.
Dr. Sejun Song is an Associate Professor in the Department of Computer Science Electrical Engineering at University of Missouri - Kansas City. He directs the Trustworthy Systems and Software Research Lab. Prior to academia, he worked for Cisco Systems and Honeywell Research Lab. Dr. Daehee Kim is an Assistant Professor at the University of Wisconsin, Stevens Point.
Content
Overview.- Part I Scalable Traffic Monitoring with Packet Sampling.- Load Characterization and Measurement.- Flow Characterization and Measurement.- Part II Scalable Delay Monitoring with Active Probing.- Analysis of Point-To-Point Delay in an Operational Backbone.