蚁丘:用于开发基于代理的点对点系统的框架

Özalp Babaoglu, H. Meling, A. Montresor
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引用次数: 385

摘要

当前的P2P系统具有分散控制、规模大、运行环境极具动态性等特点。因此,它们可以被视为复杂适应系统(CAS)的实例,通常在生物和社会科学中发现。我们描述了一个支持P2P应用程序设计、实现和评估的框架,该框架基于从CAS借鉴的多智能体和进化规划等思想。蚁丘系统由一个动态的节点网络组成;自适应智能体的群体在这个网络中穿行,与节点相互作用,并与其他智能体合作,以解决复杂的问题。蚁丘可以用来构建具有弹性、适应性和自组织特性的不同类型的P2P服务。我们还描述了使用Anthill实现文件共享应用程序的初步经验。
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Anthill: a framework for the development of agent-based peer-to-peer systems
Recent peer-to-peer (P2P) systems are characterized by decentralized control, large scale and extreme dynamism of their operating environment. As such, they can be seen as instances of complex adaptive systems (CAS) typically found in biological and social sciences. We describe Anthill, a framework to support the design, implementation and evaluation of P2P applications based on ideas such as multi-agent and evolutionary programming borrowed from CAS. An Anthill system consists of a dynamic network of peer nodes; societies of adaptive agents travel through this network, interacting with nodes and cooperating with other agents in order to solve complex problems. Anthill can be used to construct different classes of P2P services that exhibit resilience, adaptation and self-organization properties. We also describe preliminary experiences with Anthill in implementing a file sharing application.
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