Enhancing Fault-Tolerant Reliability in Hypercube Networks

The primary objective is to enhance fault-tolerant reliability in Hypercube Networks by developing and evaluating novel adaptive routing methods. The proposed system resolves performance stability problems in failure environments by using adaptive routing techniques, which enhance network reliability. The primary aims include shortening response times while maximizing data rates, reducing energy consumption, and delivering quicker performance restoration, besides better reconnection capabilities than standard fault-tolerant techniques. The experimental research shows that adaptive routing achieves superior outcomes than conventional methods in performance measurements. The performance measures show improvements such as latency reduction from 54.5 ms traditional to 35.7 ms adaptive, while throughput increased from 17.5 bps to 20 bps and recovery time transformed from 4.7877 s to 0.7786 s, with a simultaneous reconnection rate increase from 95% to 98%. The decreased energy usage reached 33.386 J from its original level of 51.961 J. The research outcomes illustrate that adaptive routing approaches improve the fault-tolerant reliability of Hypercube Networks and yield superior performance, making them appropriate for parallel computing systems that require fault-tolerant operation.