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P2 Hippocrates: healing persistent memory bugs without doing any harm

Hippocrates:无害地修复持久内存错误
ASPLOS Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems2021匹配度 2/10 · 该论文关注持久内存耐久性错误的自动修复,属于程序调试/修复与系统可靠性方向,与用户的静态分析、LLM/Agent 程序分析、浮点程序分析及贝叶斯程序分析等核心方向没有直接交叉,仅有 PL/SE 领域内的弱关联。引用 24 inbox
Ian Neal, Andrew Quinn, Baris Kasikci
crossref: 2026-09-12

AI 速览

一句话:研究持久内存耐久性错误的修复难点,提出自动修复方法(Hippocrates)以无害修复。

持久内存(PM)技术提供接近DRAM速度的持久存储,但编程易错:缓存刷新和内存栅栏的误用或遗漏会导致耐久性错误(未刷新的更新违反崩溃一致性)。即使有PM专用的测试与调试工具,修复这些错误仍具挑战性。作者首先研究耐久性错误,发现虽然修复方案看似简单,但实际推理复杂耗时。这一困难促使他们考虑自动修复方法。标题表明其提出的Hippocrates系统能够无害地修复这些错误,但摘要未提供具体评估细节。

问题
持久内存系统中,缓存刷新和内存栅栏的误用或遗漏会导致耐久性错误,即使有调试工具,修复这些错误仍然困难。
方法
作者首先研究耐久性错误,分析其修复困难的原因;受此启发,提出自动修复方法(Hippocrates)。
评估
摘要未明确说明评估方式,但提到通过研究耐久性错误来理解修复困难,并据此提出自动修复方法。
原文摘要(Abstract)

Persistent memory (PM) technologies aim to revolutionize storage systems, providing persistent storage at near-DRAM speeds. Alas, programming PM systems is error-prone, as the misuse or omission of the durability mechanisms (i.e., cache flushes and memory fences) can lead to durability bugs (i.e., unflushed updates in CPU caches that violate crash consistency). PM-specific testing and debugging tools can help developers find these bugs, however even with such tools, fixing durability bugs can be challenging. To determine the reason behind this difficulty, we first study durability bugs and find that although the solution to a durability bug seems simple, the actual reasoning behind the fix can be complicated and time-consuming. Overall, the severity of these bugs coupled with the difficultly of developing fixes for them motivates us to consider automated approaches to fixing durability bugs.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot6151,
  title = {Hippocrates: healing persistent memory bugs without doing any harm},
  author = {Ian Neal and Andrew Quinn and Baris Kasikci},
  booktitle = {ASPLOS},
  year = {2021},
  doi = {10.1145/3445814.3446694}
}