CHMasters:分布式文件系统中可扩展、高效的元数据服务

Min Xu, Junrui Zhou, Wei Zhou, Hong An
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引用次数: 1

摘要

分布式文件系统(DFS)在支持大型分布式数据密集型应用以满足存储需求方面发挥着重要作用。通常,DFS的设计,如谷歌的GFS、思科的DMS和阿里巴巴的TFS,是由对特定应用工作负载、内部需求和技术环境的观察驱动的。在这样的系统中,元数据服务是在很大程度上影响文件系统性能和可用性的关键因素。总结了对元数据服务的五大要求:位置透明文件服务、智能主管、高效速度、强可扩展性和友好协作者。在本文中,我们在DFS中提出了元数据服务模块CH master。一致性哈希协议用于缓解名称服务器上的潜在热点。文件的元数据和主节点通过一致哈希函数映射到相同的哈希空间。然后按顺时针“最接近”原则将文件的元数据分散到主节点。块服务器在报告其块信息时充当客户端。当主节点状态改变时,只有一小部分文件的元数据会被重新散列。提出了一种新的可扩展文件映射策略,将文件大小从几MB有效地映射到几GB。经过大量的实验,CH Masters满足了以上五个要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CHMasters: A Scalable and Speed-Efficient Metadata Service in Distributed File System
Distributed file system (DFS) is playing important roles of supporting large distributed data-intensive applications to meet storage needs. Typically, the design of DFS, such as GFS in Google, DMS in Cisco and TFS in Alibaba, is driven by observations of specific application workloads, internal demands and technological environment. In such systems, the metadata service is a critical factor that can affect the file system performance and availability to a great degree. Five requirements have been summarized for the metadata service: location transparent file service, smart director, efficient speed, strong scalability and friendly collaborator. In this paper, we present metadata service module called CH Masters in our DFS. Consistent hashing protocol is used to relieve potential hot spots on name servers. Files' metadata and master nodes are mapped into the same hash space by consistent hash function. And then files' metadata are scattered to master nodes by clockwise "closest" principle. Chunk server acts as a client when report its chunks info. Only a small proportion of files' metadata will be rehashed when master nodes state change. A new scalable file mapping strategy is also proposed to map file sizes from few MB to several GB efficiently. After intensive experiments, it shows CH Masters is satisfying the above five requirements.
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