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...