用于分布式应用程序的可伸缩和健壮的框架

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) Pub Date : 2002-05-12 DOI:10.1109/CEC.2002.1004471

Márk Jelasity, Mike Press, B. Paechter

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引用次数: 29

摘要

本文描述了一种在Internet上运行分布式实验的新工具。可能的应用包括简单的负载平衡、并行进化计算、基于代理的模拟和人工生命。我们的环境基于尖端的点对点(P2P)技术。我们通过分析一个简单的分布式多起点爬山应用程序来展示该框架的潜力。我们提出的理论和经验证据表明，我们的方法是可扩展的，有效的和稳健的。

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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A scalable and robust framework for distributed applications

This paper describes a novel tool for running distributed experiments on the Internet. The possible applications include simple load balancing, parallel evolutionary computation, agent-based simulation and artificial life. Our environment is based on cutting-edge peer-to-peer (P2P) technology. We demonstrate the potentials of the framework by analyzing a simple distributed multistart hillclimber application. We present theoretical and empirical evidence that our approach is scalable, effective and robust.

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Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)

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