Design and Implementation of Practical Schedulers for M2M Uplink Networks

Using MATLAB
Softcover Nachdruck of the original 1. Auflage 2018
ISBN: 978-3-030-08613-8
Verlag: Springer International Publishing

Buch, Englisch, 214 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 353 g

This book presents the design of delay-efficient packet schedulers for heterogeneous M2M uplink traffic classified into several classes, based on packet delay requirements, payload size, arrival process, etc. Specifically, the authors use tools from queuing theory to determine the delay-optimal scheduling policy. The proposed packet schedulers are designed for a generic M2M architecture and thus equally applicable to any M2M application. Additionally, due to their low implementation complexity and excellent delay-performance, they authors show how they are also well-suited for practical M2M systems. The book pertains primarily to real-time process scheduler experts in industry/academia and graduate students whose research deals with designing Quality-of-Service-aware packet schedulers for M2M packet schedulers over existing and future cellular infrastructure. 

• Presents queuing theoretic analysis and optimization techniques used to design proposed packet scheduling strategies;
  
• Provides utility functions to precisely model diverse delay requirements, which lends itself to formulation of utility-maximization problems for determining the delay- or utility-optimal packet scheduler;
  
• Includes detail on low implementation complexity of the proposed scheduler by using iterative and distributed optimization techniques.
  

Zielgruppe

Research

Autoren/Hrsg.

Kumar, Akshay

Clancy, T. Charles

Abdelhadi, Ahmed

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik EDV | Informatik Technische Informatik Hardware: Grundlagen und Allgemeines
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Mikrowellentechnik

Inhaltsverzeichnis

Chapter1: Introduction.- Chapter2: Background information.- Chapter3: Delay-Efficient Multiclass Packet Scheduler.- Chapter4: Delay-Optimal Multiclass Packet Scheduler.- Chapter5: Delay-Optimal Multitier Multiclass Packet Scheduler.- Chapter6: Conclusion and Future Work.

Über Autor(innen)

Akshay Kumar is currently a Systems Engineer in the ground systems architecture group at VT iDirect, USA. He received his Ph.D. in Electrical and Computer Engineering from Virginia Tech. in 2016. His research interests include designing efficient packet schedulers in wired/wireless networks, Quality-of-Service in cellular/satellite networks and network optimization for satellite networks. 

Dr. Ahmed Abdelhadi is a Research Assistant Professor in the Department of Electrical and Computer Engineering at Virginia Tech. He leads research projects in the areas of wireless systems, cyber physical systems, and security. At Virginia Tech, he joined as a research faculty research groups working on research related to security and privacy such as Hume Center for National Security and Technology, and wireless systems such as Wireless@Virginia Tech research group. He received his Ph.D. in Electrical and Computer Engineering from the University of Texas at Austin. Hecoauthored more than 50 journal and conference papers, and 5 books in these research topics. He is also a senior member of IEEE.

Dr. Charles Clancy is an Associate Professor, Bradley Department of Electrical and Computer Engineering, at Virginia Tech. He is also Director, Hume Center for National Security and Technology; Co-Director, NSF Security and Software Engineering Research Center; and L-3 Communications Faculty Fellow in Cybersecurity, College of Engineering.