A Novel Architecture for Grid Information Systems

Z. Balaton, G. Gombás, Z. Németh
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引用次数: 3

Abstract

Grids facilitate large-scale distributed resource sharing.In such an environment a priori knowledge is not availabledue to the diversity of resources and their dynamics. In-formation in the grid ranges from static to highly dynamic.We focus on information required for resource brokering,i.e. how appropriate resources for applications can be foundand what requirements it poses for an information system.One of the representative grid information systems is theGlobus Metacomputing Directory Service (MDS) currentlyin its second incarnation called MDS-2 [1]. It performs bet-ter than its predecessor with respect to scalability and per-formance, yet it still may fail to satisfy every needs of aresource broker. In MDS-2 Grid Information Index Ser-vice (GIIS) servers (specialised indexes of the available re-sources) are used to provide a central repository for clientsto facilitate searches. They collect, cache and manage in-formation from resources belonging to a so called virtualorganisation. It works well in small virtual organisationsbut it is not scalable for thousands of resources.One of the reasons is that MDS-2 aims to provide a uni-form information and monitoring system, i.e. handles staticand dynamic data in the same way. Since frequently chang-ing data becomes stale quickly, the tree of the GIIS serversforminga cache chain cannot be tall. Also as a consequenceof the pull data delivery model used in MDS-2 the amountofdata movedis proportionalto the numberof queries. Thislimits scalability and efficiency.Furthermore, MDS-2 uses the LDAPv3 [4] protocolwhere information is organised as a hierarchical tree calledDirectory Information Tree (DIT) defined by the distin-guished names (DN) of the entries. Although the LDAPquery language permits searches based on any properties ofthe entries, a query that does not match the hierarchy of thedistributed LDAP database can be very inefficient. This isbecause the DIT is distributed along the hierarchy definedby the DNs and one can only restrict the set of servers tobe searched in terms of this hierarchy (with the base andscope parameters in the query). Thus, most queries whichdo not match the hierarchy predefined by the DNs of en-tries result in querying every server storing the distributedLDAP database. Therefore, the distributed LDAP databasecan only answer certain searches efficiently that match thepredefined hierarchy.The solution proposed in this paper tries to tackle withthese problems. Key points are introduced in the following.
一种新的网格信息系统体系结构
网格促进大规模分布式资源共享。在这种环境下,由于资源的多样性及其动态,先验知识是不可获得的。网格中的信息从静态到高度动态不等。我们关注资源代理所需的信息,即:如何为应用程序找到合适的资源,以及它对信息系统提出了什么要求。具有代表性的网格信息系统之一是globus元计算目录服务(MDS),目前是其第二个化身,称为MDS-2[1]。它在可伸缩性和性能方面优于其前身,但仍可能无法满足资源代理的所有需求。在MDS-2网格信息索引服务(GIIS)中,服务器(可用资源的专门索引)用于为客户端提供一个中央存储库,以方便搜索。它们从属于所谓的虚拟组织的资源中收集、缓存和管理信息。它在小型虚拟组织中工作得很好,但对于成千上万的资源来说,它是不可扩展的。其中一个原因是MDS-2旨在提供统一的信息和监控系统,即以相同的方式处理静态和动态数据。由于频繁更改的数据很快就会过时,因此形成缓存链的GIIS服务器的树不能很高。另外,由于MDS-2中使用了拉式数据交付模型,移动的数据量与查询的数量成正比。这限制了可扩展性和效率。此外,MDS-2使用LDAPv3[4]协议,其中信息被组织为一个称为目录信息树(DIT)的分层树,由条目的专有名称(DN)定义。尽管LDAPquery语言允许基于条目的任何属性进行搜索,但是与分布式LDAP数据库的层次结构不匹配的查询可能非常低效。这是因为DIT是沿着由DNs定义的层次结构分布的,并且只能根据该层次结构限制要搜索的服务器集(在查询中使用基和范围参数)。因此,大多数与条目的DNs预定义的层次结构不匹配的查询都会导致查询存储分布式ldap数据库的每个服务器。因此,分布式LDAP数据库只能有效地回答与预定义层次结构匹配的某些搜索。本文提出的解决方案试图解决这些问题。重点介绍如下。
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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