Adaptive Fault Tolerance Framework for Mobile Agent Systems: Security, Fault Detection, and Optimization

AbstractMobile agent computing has transformed distributed systems by enabling efficient task executionacross dynamic environments. Despite its potential, challenges such as fault tolerance, securecommunication, and optimization persist. This paper presents an adaptive fault toleranceframework integrating state-of-the-art techniques for fault detection, secure communication, andmulticore optimization. The framework employs dynamic fault detection, secure agent migration,and optimized processing to enhance reliability and efficiency. Experimental results demonstratean 89.44% task completion rate and a 15% reduction in execution times, showcasing theframework's potential in advancing fault-tolerant mobile agent systems.