数据中心磁盘故障预测的重要性
Significance of Disk Failure Prediction in Datacenters
摘要：
现代的磁盘驱动器制造商在一个屋檐下组装大量的磁盘驱动器。即使经济和技术因素使单个驱动器更可靠（鉴于技术的商品化，这一点一点也不清楚），它们的数量加上在平衡设计中不断增加的利用率，使实现存储可靠性成为一项重大挑战。在本文中，我们评估的挑战，存储系统的可靠性在现代数据中心，并演示如何良好的磁盘故障预测模型可以显着提高这种系统的可靠性。
英文摘要：
Modern datacenters assemble a very large number of disk drives under a single roof. Even if economic and technical factors where to make individual drives more reliable (which is not at all clear, given the commoditization of the technology), their sheer numbers combined with their ever increasing utilization in a well-balanced design makes achieving storage reliability a major challenge. In this paper, we assess the challenge of storage system reliability in the modern datacenter, and demonstrate how good disk failure prediction models can significantly improve the reliability of such systems.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
