使用基于网络的远程原子操作的高性能分布式锁管理服务

S. Narravula, A. Marnidala, Abhinav Vishnu, K. Vaidyanathan, D. Panda
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引用次数: 32

摘要

并行应用程序的计算需求已经大幅增加。这些并行应用程序和支持集群服务通常需要共享系统范围的资源。这些应用程序的协调通常由分布式锁管理器管理。锁管理器的性能对应用程序性能至关重要。研究人员已经证明,使用双向通信协议,如TCP/IP(当前一代锁管理器使用),会对分布式锁管理器的可伸缩性产生重大影响。此外,现有的基于单向通信的锁定设计只支持独占访问模式下的锁定,这可能会对同时需要共享和独占访问模式(如协作/文件系统缓存)的应用程序造成严重的可伸缩性限制。因此,这些现有设计在高性能场景中的效用可能受到限制。在本文中,我们提出了一种新的协议,用于分布式锁定服务,利用InfiniBand提供的先进的网络级单边原子操作。我们的方法通过消除关键锁定路径中对双边通信协议的需求来增强现有方法。此外,我们还证明,在需要共享和独占模式访问资源的场景中,我们的方法提供了更高的性能。我们的实验结果表明,与传统的基于发送/接收的实现相比,基本锁定延迟提高了39%。此外,我们还观察到,在共享模式锁定场景中,与现有的基于RDMA的分布式队列方案相比,有了显著的改进(16个节点可达317%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High Performance Distributed Lock Management Services using Network-based Remote Atomic Operations
There has been a massive increase in computing requirements for parallel applications. These parallel applications and supporting cluster services often need to share system-wide resources. The coordination of these applications is typically managed by a distributed lock manager. The performance of the lock manager is extremely critical for application performance. Researchers have shown that the use of two sided communication protocols, like TCP/IP (used by current generation lock managers), can have significant impact on the scalability of distributed lock managers. In addition, existing one sided communication based locking designs support locking in exclusive access mode only and can pose significant scalability limitations on applications that need both shared and exclusive access modes like cooperative/file-system caching. Hence the utility of these existing designs in high performance scenarios can be limited. In this paper, we present a novel protocol, for distributed locking services, utilizing the advanced network-level one-sided atomic operations provided by InfiniBand. Our approach augments existing approaches by eliminating the need for two sided communication protocols in the critical locking path. Further, we also demonstrate that our approach provides significantly higher performance in scenarios needing both shared and exclusive mode access to resources. Our experimental results show 39% improvement in basic locking latencies over traditional send/receive based implementations. Further, we also observe a significant (up to 317% for 16 nodes) improvement over existing RDMA based distributed queuing schemes for shared mode locking scenarios.
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