Multi Agent Systems for Deadlock Prevention

Multi Agent Systems for Deadlock Prevention

In this book, a shell program acts as an interface among user, agent program and operating system is developed. Aim of the agent program is to handle and solve the deadlock that occurs during the process execution. Since, the memory is one of the most important shared sources; the agent program provides filing operations for memory usage of each running process and replies requests of shell. Learning of the agents are done by using error back propagation learning on Multi-Layer Perceptron feed forward Neural Networks. Initially, shell program requests the process memory usage of running processes, and then it schedules and organizes processes as inputs on the Multi-Layer Perceptron Neural Network. If the output of Neural Network is greater than or equal to a pre-decided threshold shell runs the process. Otherwise, since there exist deadlock occurrence probability, the shell suspends process and prevents the deadlock occurrence. This is a new dynamic approach for deadlock prevention solution. The previous works about this subject is investigated and the test results among exist and proposed solution are concluded.

Download Now
Author
Publisher LAP Lambert Academic Publishing
Release Date
ISBN 9783659506734
Pages 136 pages
Rating 4/5 (37 users)

More Books:

Multi Agent Systems for Deadlock Prevention
Language: en
Pages: 136
Authors: Farhad Soleimanian Gharehchopogh
Categories: Multiagent systems
Type: BOOK - Published: 2013 - Publisher: LAP Lambert Academic Publishing

GET EBOOK

In this book, a shell program acts as an interface among user, agent program and operating system is developed. Aim of the agent program is to handle and solve
Architecture-Based Design of Multi-Agent Systems
Language: en
Pages: 224
Authors: Danny Weyns
Categories: Computers
Type: BOOK - Published: 2010-06-01 - Publisher: Springer Science & Business Media

GET EBOOK

Multi-agent systems are claimed to be especially suited to the development of software systems that are decentralized, can deal flexibly with dynamic conditions
Intelligent Vehicles and Materials Transportation in the Manufacturing Sector: Emerging Research and Opportunities
Language: en
Pages: 230
Authors: Bandyopadhyay, Susmita
Categories: Technology & Engineering
Type: BOOK - Published: 2017-07-12 - Publisher: IGI Global

GET EBOOK

The manufacturing industry has been optimized in recent years due to the rise of new technologies. These advances have paved the way for the development of inte
Multi Agent Systems
Language: en
Pages: 227
Authors: Shibakali Gupta
Categories: Technology & Engineering
Type: BOOK - Published: 2022-05-27 - Publisher: Springer Nature

GET EBOOK

The book presents latest multi-agent technologies in human-centered computing (HCC) to provide a new research direction to enrich the human socio computations.
Environments for Multi-Agent Systems II
Language: en
Pages: 296
Authors: Danny Weyns
Categories: Computers
Type: BOOK - Published: 2006-02-26 - Publisher: Springer

GET EBOOK

This book constitutes the thoroughly refereed post-proceedings of the Second International Workshop on Environments for Multiagent Systems, E4MAS 2005, held in
Advances in Computer and Computational Sciences
Language: en
Pages: 775
Authors: Sanjiv K. Bhatia
Categories: Technology & Engineering
Type: BOOK - Published: 2017-05-25 - Publisher: Springer

GET EBOOK

Exchange of information and innovative ideas are necessary to accelerate the development of technology. With advent of technology, intelligent and soft computin
Multi-Agent Systems and Applications
Language: en
Pages: 1366
Authors: European Agent Systems Summer School
Categories: Business & Economics
Type: BOOK - Published: 2001-06-20 - Publisher: Springer Science & Business Media

GET EBOOK

This book presents selected tutorial lectures given at the summer school on Multi-Agent Systems and Their Applications held in Prague, Czech Republic, in July 2
Multi-Agent Systems and Applications
Language: en
Pages: 442
Authors: Michael Luck
Categories: Computers
Type: BOOK - Published: 2003-05-15 - Publisher: Springer

GET EBOOK

The Advanced Course on Artificial Intelligence ACAI 2001 with the subtitle M ulti- Agent Systems and Their Applications , held in Prague, Czech Republic, was a
Verification and Evaluation of Computer and Communication Systems
Language: en
Pages: 281
Authors: Belgacem Ben Hedia
Categories: Computers
Type: BOOK - Published: 2020-12-19 - Publisher: Springer Nature

GET EBOOK

This book constitutes the proceedings of the 14th International Conference on Verification and Evaluation of Computer and Communication Systems, VECoS 2020, whi
PRIMA 2022: Principles and Practice of Multi-Agent Systems
Language: en
Pages: 714
Authors: Reyhan Aydońüan
Categories: Computers
Type: BOOK - Published: 2022-11-11 - Publisher: Springer Nature

GET EBOOK

This book constitutes the refereed proceedings of the 23rd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2020, held in hybri