IoT Communication Performance Analysis

This book provides analysis techniques for TCP,UDP,Web,and SOAP data transmission performance on the IoT cloud and edge sides, using universal analysis methods such as stochastic processes, queues, Markov processes, and communication traffic simulators. It aims to provide lifelong skills for analyzing communication performance and serve as the basis for the future evolution of the IoT.

Format: Paperback / softback
Length: 208 pages
Publication date: 13 April 2023
Publisher: Springer Verlag, Singapore

This comprehensive book delves into intricate analysis techniques for various aspects of data transmission performance in the context of the Internet of Things (IoT). It explores the performance of TCP, UDP, Web, and SOAP data transmission on the cloud side of the IoT, as well as the performance of CSMA-type and multi-hop data transmission on the edge side of the IoT. Additionally, it examines the performance of gateway receives buffer and transmit packet assembly data transmission.

To facilitate the analysis of communication performance, the book employs a range of mathematical tools, including stochastic processes, queues, Markov processes, and communication traffic simulators. These methods are applied to real-world examples, providing detailed explanations of their usage. The primary objective of this book is to impart valuable lifelong skills for analyzing communication performance, which will serve as a foundation for the future development and evolution of the IoT.

The book is organized into several chapters, each dedicated to a specific aspect of data transmission performance. The first chapter provides an introduction to the basics of communication performance analysis, including the types of communication protocols and the challenges associated with IoT data transmission. The subsequent chapters delve into the detailed analysis of TCP, UDP, Web, and SOAP data transmission performance on the cloud side of the IoT.

Chapter 2 discusses the principles of TCP, its congestion control mechanisms, and the performance analysis of TCP-based data transmission in the IoT. Chapter 3 explores the characteristics of UDP, its advantages and disadvantages, and the analysis of UDP-based data transmission in the IoT. Chapter 4 focuses on Web data transmission, including HTTP/HTTPS protocols, web caching, and performance analysis. Chapter 5 examines SOAP data transmission, its features, and the analysis of SOAP-based data transmission in the IoT.

Chapter 6 explores the performance of CSMA-type and multi-hop data transmission on the edge side of the IoT. Chapter 7 examines the performance of gateway receives buffer and transmit packet assembly data transmission. Each chapter includes theoretical explanations, practical examples, and case studies to illustrate the concepts and methodologies discussed.

Furthermore, the book includes a comprehensive bibliography that provides readers with further resources for studying communication performance analysis in the IoT. It also includes an appendix that provides useful tips and tricks for analyzing communication performance in real-world scenarios.

In conclusion, this book is a valuable resource for researchers, engineers, and practitioners interested in analyzing communication performance in the IoT. It provides a comprehensive coverage of various aspects of data transmission performance, employing mathematical tools and real-world examples to facilitate a deep understanding of the challenges and opportunities associated with IoT data transmission. By imparting lifelong skills for analyzing communication performance, this book will serve as a foundation for the future development and evolution of the IoT.

Weight: 343g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811908613
Edition number: 1st ed. 2022