高性能分布式存储系统的配额实施

Kristal T. Pollack, D. Long, Richard A. Golding, R. Becker-Szendy, B. Reed
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引用次数: 15

摘要

存储系统管理配额以确保任何用户都不能使用超出其份额的存储,并且每个用户都能获得所需的存储。这对于大型分布式系统,特别是那些用于高性能计算应用程序的系统来说是困难的,因为资源分配同时发生在许多节点上。虽然配额管理是一个重要的问题,但迄今为止还没有提出健壮的可扩展解决方案。我们提出了一个解决方案,当系统低于饱和时,与根本不执行配额相比,性能开销低于0.2%。在没有失败和欺骗的情况下,它始终提供字节级的准确性。如果节点失败或欺骗,我们可以在限定的时间内恢复。在我们的方案中,配额由智能存储服务器异步执行:存储客户端与共享管理服务联系以获取凭证,客户端可以像现金一样在参与的存储服务器上使用凭证来分配存储空间。与数字现金系统一样,该系统定期核对凭证的使用情况,以确保客户不会通过在多个存储服务器上使用相同的凭证来作弊。我们报告了一项模拟研究,验证了这种方法并评估了其性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quota enforcement for high-performance distributed storage systems
Storage systems manage quotas to ensure that no one user can use more than their share of storage, and that each user gets the storage they need. This is difficult for large, distributed systems, especially those used for high- performance computing applications, because resource allocation occurs on many nodes concurrently. While quota management is an important problem, no robust scalable solutions have been proposed to date. We present a solution that has less than 0.2% performance overhead while the system is below saturation, compared with not enforcing quota at all. It provides byte-level accuracy at all times, in the absence of failures and cheating. If nodes fail or cheat, we recover within a bounded period. In our scheme quota is enforced asynchronously by intelligent storage servers: storage clients contact a shared management service to obtain vouchers, which the clients can spend like cash at participating storage servers to allocate storage space. Like a digital cash system, the system periodically reconciles voucher usage to ensure that clients do not cheat by spending the same voucher at multiple storage servers. We report on a simulation study that validates this approach and evaluates its performance.
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