An Extension Proposal of AntOR for Parallel Computing

Delfín Rupérez Cañas, A. S. Orozco, L. J. Garcia-Villalba
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Abstract

Abstract Designing routing protocols for mobile ad hoc networks (MANETs) is a complex task because of its dynamic topology. A kind of routing protocols that suits the particularity of mobile ad hoc networks is socalled bio- -inspired. Among these, focused on Ant Colony Optimization (ACO), which studies the behaviour of ants in their search for food, are especially relevant. One of these algorithms is AntOR, which relying on swarm intelligence, efficiently solves routing in mobile ad hoc networks. AntOR is a hybrid ACO routing protocol and can be considered as a variant of the AntHocNet protocol, which improves the performance of it in important parameters such as delivered packet ratio, the overhead in the number of packets and the overhead in the number of bytes. The protocol is stable in the carried out simulations, which is suggested in its scalability. In this article we propose an extension of AntOR that using programming multiprocessor architectures based on shared memory protocol, allows to run tasks in parallel using threads, being applicable this parallelization in the route discovery phase, route local repair process and link failure notification.
一种面向并行计算的AntOR扩展方案
摘要由于移动自组织网络(manet)的动态拓扑结构,路由协议的设计是一项复杂的任务。一种适合移动自组织网络特殊性的路由协议被称为生物启发路由协议。其中,研究蚂蚁寻找食物行为的蚁群优化(Ant Colony Optimization, ACO)尤为重要。其中一种算法是AntOR,它依靠群体智能,有效地解决了移动自组织网络中的路由问题。AntOR是一种混合型蚁群路由协议,可以看作是AntHocNet协议的一种变体,它在发送包比、包数开销和字节数开销等重要参数上提高了蚁群路由协议的性能。仿真结果表明,该协议是稳定的,这体现在它的可扩展性上。本文提出了一种基于共享内存协议的编程多处理器架构的AntOR扩展,允许使用线程并行运行任务,并将这种并行化应用于路由发现阶段、路由本地修复过程和链路故障通知。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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