数字生态系统中基于拍卖的资源分配

M. Marzolla, S. Ferretti, Gabriele D’angelo
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引用次数: 1

摘要

随着便携式设备(pda、智能手机、数字多媒体播放器等)的普及,移动用户可以随身携带大量的计算、存储和通信资源。与其他用户(“数字有机体”- DOs)共享这些资源,打开了一扇通向新奇有趣场景的大门,在那里,人们交换资源,允许随时随地执行需要混合功能的应用程序。在本文中,我们提出了一种在不同移动用户拥有的多个设备之间进行资源共享的完全分布式方法。我们的计划让民政事务处可以透过拍卖机制交易电脑/网络设施,而无须中央管制。我们使用一组数值实验来比较我们的方法与最优(集中式)分配策略,在给定资源需求和提供的集合下,最大化匹配数量。结果证实了我们方法的有效性,因为它以低计算成本产生公平的资源分配,为DOs提供了形成利他数字生态系统的手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Auction-based resource allocation in digital ecosystems
The proliferation of portable devices (PDAs, smartphones, digital multimedia players, and so forth) allows mobile users to carry around a pool of computing, storage and communication resources. Sharing these resources with other users (“Digital Organisms” - DOs) opens the door to novel interesting scenarios, where people trade resources to allow the execution, anytime and anywhere, of applications that require a mix of capabilities. In this paper we present a fully distributed approach for resource sharing among multiple devices owned by different mobile users. Our scheme enables DOs to trade computing/networking facilities through an auction-based mechanism, without the need of a central control. We use a set of numerical experiments to compare our approach with an optimal (centralized) allocation strategy that, given the set of resource demands and offers, maximizes the number of matches. Results confirm the effectiveness of our approach since it produces a fair allocation of resources with low computational cost, providing DOs with the means to form an altruistic digital ecosystem.
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