Themis: Malicious Wear Detection and Defense for Persistent Memory File Systems

Wenbin Wang, Chaoshu Yang, Runyu Zhang, Shun Nie, Xianzhang Chen, Duo Liu
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引用次数: 3

Abstract

The persistent memory file systems can significantly improve the performance by utilizing the advanced features of emerging Persistent Memories (PMs). Unfortunately, the PMs have the problem of limited write endurance. However, the design of persistent memory file systems usually ignores this problem. Accordingly, the write-intensive applications, especially for the malicious wear attack virus, can damage underlying PMs quickly by calling the common interfaces of persistent memory file systems to write a few cells of PM continuously. Which seriously threat to the data reliability of file systems. However, existing solutions to solve this problem based on persistent memory file systems are not systematic and ignore the unlimited write endurance of DRAM. In this paper, we propose a malicious wear detection and defense mechanism for persistent memory file systems, called Themis, to solve this problem. The proposed Themis identifies the malicious wear attack according to the write traffic and the set lifespan of PM. Then, we design a wear-leveling scheme and migrate the writes of malicious wear attackers into DRAM to improve the lifespan of PMs. We implement the proposed Themis in Linux kernel based on NOVA, a state-of-the-art persistent memory file system. Compared with DWARM, the state-of-the-art and wear-aware memory management technique, experimental results show that Themis can improve 5774× lifetime of PM and 1.13× performance, respectively.
持久性内存文件系统的恶意磨损检测和防御
持久性内存文件系统可以通过利用新出现的持久性内存(persistent memory, pm)的高级特性显著提高性能。不幸的是,pm存在写持久性有限的问题。然而,持久内存文件系统的设计通常会忽略这个问题。因此,写密集型应用程序,特别是针对恶意磨损攻击病毒,可以通过调用持久内存文件系统的公共接口来连续写入几个PM单元,从而快速破坏底层PM。严重威胁到文件系统的数据可靠性。但是,现有的基于持久内存文件系统的解决方案不具有系统性,并且忽略了DRAM的无限写入持久性。在本文中,我们提出了一个持久内存文件系统的恶意磨损检测和防御机制,称为Themis,以解决这个问题。提出的Themis算法根据写入流量和设置的PM寿命来识别恶意磨损攻击。然后,我们设计了一个磨损均衡方案,并将恶意磨损攻击者的写入迁移到DRAM中,以提高pm的寿命。我们在Linux内核中基于最先进的持久性内存文件系统NOVA实现了所提议的Themis。实验结果表明,与当前最先进的磨损感知内存管理技术DWARM相比,Themis可将PM的寿命提高5774倍,性能提高1.13倍。
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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