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Practical and secure PCM systems by online detection of malicious write streams

机译:通过在线检测恶意写入流来实现实用,安全的PCM系统

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Phase Change Memory (PCM) may become a viable alternative for the design of main memory systems in the next few years. However PCM suffers from limited write endurance. Therefore future adoption of PCM as a technology for main memory will depend on the availability of practical solutions for wear leveling that avoids uneven usage especially in the presence of potentially malicious users. First generation wear leveling algorithms were designed for typical workloads and have significantly reduced lifetime under malicious access patterns that try to write to the same line continuously. Secure wear leveling algorithms were recently proposed. They can handle such malicious attacks, but require that wear leveling is done at a rate that is orders of magnitude higher than what is sufficient for typical applications, thereby incurring significantly high write overhead, potentially impairing overall performance system. This paper proposes a practical wear-leveling framework that can provide years of lifetime under attacks while still incurring negligible (<1%) write overhead for typical applications. It uses a simple and novel Online Attack Detector circuit to adapt the rate of wear leveling depending on the properties of the memory reference stream, thereby obtaining the best of both worlds — low overhead for typical applications and years of lifetime under attacks. The proposed attack detector requires a storage overhead of 68 bytes, is effective at estimating the severity of attacks, is applicable to a wide variety of wear leveling algorithms, and reduces the write overhead of several recently proposed wear leveling algorithms by 16x–128x. The paradigm of online attack detection enables other preventive actions as well.
机译:相变存储器(PCM)在未来几年内可能会成为主存储器系统设计的可行替代方案。但是,PCM具有有限的写入耐久性。因此,将来将PCM作为主存储器技术的采用将取决于实用的损耗均衡解决方案,这种解决方案可以避免使用不均,尤其是在存在潜在恶意用户的情况下。第一代损耗均衡算法是为典型的工作负载设计的,在试图连续写入同一行的恶意访问模式下,其使用寿命大大缩短。最近提出了安全的磨损均衡算法。他们可以处理此类恶意攻击,但要求以比典型应用程序足够的速率高几个数量级的速度进行损耗均衡,从而导致相当高的写入开销,从而有可能损害整个系统的性能。本文提出了一种实用的损耗均衡框架,该架构可以在遭受攻击的情况下提供数年的使用寿命,同时对于典型应用程序而言仍可产生可忽略的写入开销(<1%)。它使用简单新颖的Online Attack Detector电路来根据内存参考流的属性来调整损耗均衡的速率,从而获得两全其美的效果-典型应用的开销较低,并且在攻击下的使用寿命长达数年。提出的攻击检测器需要68字节的存储开销,可以有效地估计攻击的严重性,适用于各种损耗均衡算法,并且可以将最近提出的几种损耗均衡算法的写开销降低16x–128x。在线攻击检测的范例还可以实现其他预防措施。

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