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A peer-to-peer framework for managing large-scale coalitions of federated dynamic resources.

机译:一个用于管理联合动态资源的大规模联盟的对等框架。

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摘要

The computational Grid has popularized the idea of sharing resources such as compute cycles, storage space, and data across administrative domains. Grid resources traditionally encompassed dedicated super-computers, clusters, or storage units. The growing computational and storage capabilities of the modern everyday-use computers such as desktop and laptop machines make them potential candidates for serving as nodes in a federated resource sharing system. However, managing such resources poses several major challenges since such resources can be heterogeneous, highly dynamic, and with distinct sharing preferences, and can pose various security challenges due to cross-domain sharing.; In recent years, peer-to-peer (p2p) has emerged as a powerful paradigm for constructing large-scale distributed systems. It provides self-organization, decentralization, redundancy, efficient locality-aware routing, and eliminates much of the cost, difficulty, and time required to deploy, configure, and maintain large-scale distributed systems. Previously, the p2p paradigm has been limited to file sharing applications. This thesis explores the potential of the powerful p2p paradigm in Grid computing and proposes a p2p framework for discovering and managing federated dynamic resources.; The framework supports a two-level hierarchical organization, in which nodes within each administrative domain are organized into a local p2p overlay, and the manager nodes from individual domains form the higher level p2p overlay. Such organization retains the sovereignty of resources within each domain while allowing flexible sharing of local resources with remote clusters. The framework is successfully applied to develop two Grid services. First, the framework is applied to develop a self-organizing distributed compute cycle sharing service that allows users to utilize local and remote resources even in the presence of resources leaving and joining the system. Second, the framework is used to develop a fault-tolerant distributed storage system that harvests unused disk space on desktop machines or cluster nodes. The distributed storage retains the Network File System interface which allows users to transparently utilize the distributed storage via the standard NFS mechanisms. The thesis presents the design and evaluation of these services, and also investigates the issues of secure and fair resource sharing across domains.
机译:计算网格已经普及了跨管理域共享资源(例如计算周期,存储空间和数据)的想法。网格资源传统上包括专用的超级计算机,集群或存储单元。现代日常使用的计算机(例如台式机和便携式计算机)的不断增长的计算和存储功能使其成为在联合资源共享系统中充当节点的潜在候选人。然而,由于此类资源可能是异构的,高度动态的,并且具有不同的共享首选项,并且由于跨域共享而可能带来各种安全挑战,因此管理此类资源带来了几个主要挑战。近年来,对等(p2p)已经成为构建大型分布式系统的强大范例。它提供了自组织,分散,冗余,有效的本地感知路由,并消除了部署,配置和维护大规模分布式系统所需的大量成本,难度和时间。以前,p2p范例仅限于文件共享应用程序。本文探讨了强大的p2p范例在网格计算中的潜力,并提出了一个用于发现和管理联合动态资源的p2p框架。该框架支持两级分层组织,其中每个管理域中的节点被组织到本地p2p覆盖中,而来自各个域的管理器节点形成更高级别的p2p覆盖。这样的组织保留了每个域中资源的主权,同时允许与远程集群灵活共享本地资源。该框架已成功应用于开发两个网格服务。首先,该框架用于开发自组织的分布式计算周期共享服务,即使在存在离开和加入系统的资源的情况下,该服务也允许用户利用本地和远程资源。其次,该框架用于开发容错的分布式存储系统,该系统可以收集台式机或群集节点上未使用的磁盘空间。分布式存储保留了网络文件系统接口,该接口允许用户通过标准NFS机制透明地使用分布式存储。本文介绍了这些服务的设计和评估,并研究了跨域安全,公平的资源共享问题。

著录项

  • 作者

    Butt, Ali Raza.;

  • 作者单位

    Purdue University.;

  • 授予单位 Purdue University.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 143 p.
  • 总页数 143
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

  • 入库时间 2022-08-17 11:40:51

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