Predictive management algorithm for ad hoc networks

In this paper, a novel predictive management algorithm for ad hoc networks is introduced that involves an adaptive active virtual network management protocol (adaptive AVNMP) for enabling an adaptive, autonomous, and proactive management strategy. Adaptive AVNMP enables proactive management through the analysis of the current performance of the ad hoc network, utilizing an optimistic discrete event simulation method used for self adjusting time warp. The self adjustment of the proposed adaptive AVNMP management strategy is achieved through the prediction of the ad hoc network status, which is inaccurate beyond a given tolerance, also the taking advantage of parallel processing, flexibility and intelligence of active packets to minimize the management overhead while adapting to the highly dynamic and resource-constrained nature of ad hoc networks.