在无线网络中降低通信成本的可伸缩设施放置

K. Oikonomou, Giorgos Tsioutsiouliklis, S. Aïssa
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引用次数: 3

摘要

无线网络节点,最近强大到足以承担复杂的角色,已经改变了在现代,典型的大规模和内在动态的网络环境中研究服务通信成本的角度。使用特定服务的通信成本最小化是这些环境中具有挑战性的问题之一。其后续的优化问题不仅困难(NP-hard,需要全局信息),而且其集中解决方案不可扩展。本文采用的方法是基于局部信息的分布式方法。首先,提出并分析了一种保证整体通信成本降低的设施复制方法。没有引入额外的管理费用,并且还考虑了托管新设施的成本。其次,为了降低使用服务的通信成本,引入了将设施复制与设施迁移结合使用的策略。由于该策略依赖于设施节点上本地可用的信息,因此易于实现,本文还对其效率和局限性进行了分析和讨论。给出了仿真结果,支持分析结果,并展示了在实施建议的策略时显着降低了总体成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scalable facility placement for communication cost reduction in wireless networks
Wireless network nodes, recently powerful enough to assume sophisticated roles, have changed the angle of studying service communication costs in modern, typically large-scale and inherently dynamic, network environments. Communication cost minimization for using a certain service, is one of the challenging issues in these environments. Its ensuing optimization problem is not only difficult (NP-hard and requires global information), but also its centralized solution is non-scalable. The approach followed in this paper is a distributed one based on local information. First, a facility replication method ensuring overall communication cost reduction is proposed and analyzed. No additional overhead is introduced and the cost of hosting a new facility is also taken into account. Second, and aiming at reducing the communication cost for using a service, a policy that employs facility replication in conjunction with facility migration, is introduced. This policy is easy to implement since it relies on information locally available at the facility node, and its efficiency and limitations are also analyzed and discussed here. Simulation results are presented, supporting the analytical findings and demonstrating a significant overall cost reduction when the proposed policy is implemented.
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