OCEAN:开放计算交换和仲裁网络,元计算的市场途径

Pradeep Padala, C. Harrison, Nicholas Pelfort, E. Jansen, Michael P. Frank, Chaitanya Chokkareddy
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引用次数: 51

摘要

处理器和网络技术的快速发展导致了集群和网格计算框架的发展。这些高性能计算环境利用地理上分布的各种资源,其目标是为各种并行和分布式应用程序提供高效的计算解决方案。OCEAN(开放计算交换和仲裁网络)为这些元计算框架提供了一个可扩展的基于市场的基础设施。OCEAN旨在建立一个像CPU时间、相关内存使用和网络带宽这样的资源都是交易商品的市场。本文阐述了OCEAN设计中面临的技术挑战,并讨论了我们提出的解决方案。为了方便买家找到合适的资源,我们开发了高效的对等匹配网络匹配和进化协议。详细介绍了OCEAN的体系结构和各个组成部分。我们在Java和。net平台上实现了OCEAN,并描述了我们初步实验的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OCEAN: the open computation exchange and arbitration network, a market approach to meta computing
Rapid advancements in processor and networking technologies have led to the evolution of cluster and grid computing frameworks. These high-performance computing environments exploit geographically distributed, diverse resources with the goal of providing efficient computing solutions to all kinds of parallel and distributed applications. OCEAN (Open Computation Exchange and Arbitration Network) provides a scalable market-based infrastructure to such meta-computing frameworks. OCEAN aims to build a marketplace where resources like CPU time, associated memory usage and network bandwidth are the traded commodities. This paper explains the technical challenges faced in the design of OCEAN and discusses our proposed solution. To facilitate finding suitable resources for buyers, we developed efficient matching and evolution protocols for the peer-to-peer matching network. The architecture and various components of OCEAN are described in detail. We implemented OCEAN on Java and .NET platforms and describe results from our preliminary experiments.
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