Market mechanisms for Value of Information driven resource allocation in Sensor Networks

B. Szymanski, S. Y. Shah, S. Geyik, Sanmay Das, Meenal Chhabra, P. Zerfos
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引用次数: 8

Abstract

This paper examines the possible uses of different market mechanisms for resource allocation at different levels of Wireless Sensor Network (WSN) architecture. The goal is to maximize the Value of Information (VoI) for WSN users. We discuss three different levels of WSN architecture. The lowest level focuses on individual nodes and their basic functions of sensing and routing. We give an example showing how the use of auctions at individual nodes can help to efficiently perform these functions. The middle level focuses on services that are abstractions of applications running on sensors. Complex applications are composed automatically from basic ones. We discuss the use of switch options to address some of the challenges arising in such dynamic service composition. Finally, we consider the highest level - network deployment and sharing - and conjecture that options may be valuable in creating proper incentives for rational deployment and sharing of WSNs.
传感器网络中信息价值驱动资源配置的市场机制
本文探讨了在无线传感器网络(WSN)架构的不同层次上,不同市场机制对资源配置的可能用途。目标是最大化WSN用户的信息价值(VoI)。我们讨论了WSN架构的三个不同层次。最底层关注单个节点及其感知和路由的基本功能。我们给出了一个示例,展示了在单个节点上使用拍卖如何有助于有效地执行这些功能。中间层关注的是服务,这些服务是运行在传感器上的应用程序的抽象。复杂的应用程序是由基本应用程序自动组成的。我们将讨论使用开关选项来解决这种动态服务组合中出现的一些挑战。最后,我们考虑了最高级别的——网络部署和共享——并推测,在为wsn的合理部署和共享创造适当的激励方面,选项可能是有价值的。
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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