Distributed Networks: Intelligence, Security, and Applications

ISBN-13: 9781138077010 / Angielski / Miękka / 2017 / 412 str.

Opis

For many civilian, security, and military applications, distributed and networked coordination offers a more promising alternative to centralized command and control in terms of scalability, flexibility, and robustness. It also introduces its own challenges. Distributed Networks: Intelligence, Security, and Applications brings together scientific research in distributed network intelligence, security, and novel applications. The book presents recent trends and advances in the theory and applications of network intelligence and helps you understand how to successfully incorporate them into distributed systems and services.

Featuring contributions by leading scholars and experts from around the world, this collection covers:

• Approaches for distributed network intelligence
• Distributed models for distributed enterprises, including forecasting and performance measurement models
• Security applications for distributed enterprises, including intrusion tackling and peer-to-peer traffic detection
• Future wireless networking scenarios, including the use of software sensors instead of hardware sensors
• Emerging enterprise applications and trends such as the smartOR standard and innovative concepts for human–machine interaction in the operating room

Several chapters use a tutorial style to emphasize the development process behind complex distributed networked systems and services, which highlights the difficulties of knowledge engineering of such systems. Delving into novel concepts, theories, and advanced technologies, this book offers inspiration for further research and development in distributed computing and networking, especially related to security solutions for distributed environments.

Spis treści

Distributed Network Intelligence and Systems: Cooperative Regression-Based Forecasting in Distributed Traffic Networks. A Sensor Data Aggregation System Using Mobile Agents. Underlay-Aware Distributed Service Discovery Architecture with Intelligent Message Routing. System-Level Performance Simulation of Distributed Embedded Systems via ABSOLUT. Self-Organizing Maps: The Hybrid SOM-NG Algorithm. A Semi-Supervised and Active Learning Method for Alternatives Ranking Functions. Distributed Network Security: Tackling Intruders in Wireless Mesh Networks. Semi-Supervised Learning BitTorrent Traffic Detection. Developing a Content Distribution System over a Secure Peer-to-Peer Middleware. Applications and Trends in Distributed Enterprises: User Activity Recognition through Software Sensors. Multi-Agent Framework for Distributed Leasing-Based Injection Mould Remanufacturing. The Smart Operating Room: smartOR. Distributed Online Safety Monitor Based on Multi-Agent System and AADL Safety Assessment Model. State of the Art of Service-Level Agreements in Cloud Computing. Used Products Return Service Based on Ambient Recommender Systems to Promote Sustainable Choices. Index.

O autorze

Qurban A. Memon earned his M.S. from the University of Gainesville, Florida, and his Ph.D. from the University of Central Florida, Orlando. He is currently an associate professor in the Electrical Engineering Department of the College of Engineering at UAE University, Al-Ain. His research interests include intelligent systems and networks, and he has authored or coauthored more than 80 research papers and executed research grants and development projects in the area of microcontroller-based systems, intelligent systems, and networks. Dr. Memon has served as a reviewer for many international journals and conferences and as a session chair at various conferences. He has five years of industrial experience working as an engineer to install, test, and commission telecom and embedded systems equipment.