节点文献

数据网格副本选择策略的研究

Research on Replica Selection Strategy in Data Grids

【作者】 柴洁

【导师】 吕锋;

【作者基本信息】 武汉理工大学 , 通信与信息系统, 2007, 硕士

【摘要】 数据网格是网格环境下共享和管理存储资源和分布式数据资源的大规模、可扩展的框架结构,它适应数据密集型应用对网格环境下数据共享和处理的需要,给用户提供了透明访问远程异构数据资源的机制。副本管理是数据网格中一个重要的组成部分,创建的数据副本可以降低远程访问该数据的网络延迟及带宽消耗,还可以提高网络的负载均衡,同时能够提高数据的安全性和可靠性以及系统的容错性等。良好的数据副本管理策略是提高数据网格服务质量的一个重要方面,副本管理策略中包括副本的创建、副本的选择和副本的定位等。其中副本选择是提高系统性能的一个重要环节。本文主要对副本管理策略中的副本选择策略展开了研究,主要做了以下工作:(1)通过对目前已有的一些副本选择策略的研究,本文改进和扩展了基于拍卖协议和令牌技术的副本选择策略。①引入了虚拟的概念,分析了虚拟令牌环与令牌环的区别和优势;②基于虚拟令牌环和拍卖协议的副本选择策略。该策略采用拍卖协议来对众多数据副本进行选择,拍卖时使用令牌技术,由买方发送令牌到虚拟令牌环中,接收到令牌的卖方给出存储在该节点中的副本传送到买方的价格(传输代价),并根据自己给出价格的大小决定是否修改令牌上的价格,买方根据传回的令牌上的信息,与给出价格最低的卖方建立连接,获取最佳副本。③给出了最佳副本选择算法。(2)在分析了存有副本的网格节点的自身情况(如CPU、内存、负载和信誉度等)和各种网络因素(带宽和可靠性等)及其重要性后,提出了一个的“价格”计算模型,该模型可以很好的衡量买方与卖方间的通信代价。可以通过对权重设定不同的值来体现买方侧重于哪些性能指标,这样能够很好的满足买方对性能指标不同要求。同时,还对该计算模型中性能指标的关系对价格的影响进行了评估。(3)对所提出的副本选择策略在性能上进行了评估。将提出的算法与目前典型的基于轮转模型的副本选择算法进行比较分析,通过设定性能指标,得到两种算法的延时模型,并对两种算法的延时性能进行了仿真。仿真结果表明本文所提出的策略提供了高效查找的副本选择服务。(4)针对提出的基于拍卖协议和虚拟令牌环技术的副本选择策略,定义了相关的类和方法并对该策略进行了设计与实现。

【Abstract】 Data Grid architecture provides a large-scale, scalable infrastructure for the management of storage resources and data that are distributed across grid environments. Based on the requirement to data sharing and managing of data-intensive computing application, it provides the mechanisms for transparently remote accessing to heterogeneous data resources. Replica management is one of the critical parts in data grids. The replica created could reduce the network delay and bandwidth consumes when accessing to the data and improves load balance of network. It could also improve security, reliability and system tolerance of the data. Excellent replica management strategies are important to improve the QoS in data grids. Replica management strategies include replicas creation strategies, replicas selection strategies and replica location mechanism and so on. Replica selection strategies are an important tache in improving performance of the system. This paper investigates on replica selection strategies of replica management in data grids and the main work are as follows:(1) This paper improves and expands a replica selection strategy based on auction agreement and token technology by studying some replica selection strategies exist.(1)We import the concept of virtual and analysis the difference between virtual token-ring and token-ring.(2)We improve and extend a replica selection strategy based on auction agreement and virtual token-ring. This strategy selects a data replica from many replicas using auction protocols and token technology. Purchaser sent token to virtual token-ring. Bargainer receiving the token gives a price from it to the purchaser. Bargainer will decide whether modify the price on the token according to the price on the token. Purchaser will connect with bargainer who gives the lowest price and get the best replica according the information on the token.(3)This paper gives the arithmetic of purchaser and bargainer. (2) This paper puts forward a price calculating model after analyzing the situation of the node storing the replica, the factor of the network and their essentiality. This model could well weigh the communication cost between the purchaser and bargainer. We can also set different weight to emphasize particularly on different performance index which could satisfy the requirement of different purchasers. We also evaluate the affection that the performance index to the price.(3) This paper evaluates the performance of the replica selection strategy put forward. Comparing with the representative Robin selection strategy at present and set the performance index, we get two algorithmic delay models. We also emulate the delay performance of the two algorithmic models. We draw the conclusion that the strategy put forward provides an efficient search replica selection services.(4) This paper defines correlative class and agreement and also design and realized in allusion to the replica selection strategy based on auction protocol and virtual token-ring technology.

【关键词】 数据网格副本副本管理副本选择
【Key words】 Data GridReplicaReplica selectionReplica management
  • 【分类号】TP393.01
  • 【被引频次】13
  • 【下载频次】211
节点文献中: 

本文链接的文献网络图示:

本文的引文网络