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P2 Ditto: End-to-End Application Cloning for Networked Cloud Services

Ditto:面向网络化云服务的端到端应用克隆
ASPLOS Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 22023匹配度 0/10 · 论文属于云服务与分布式系统领域的应用克隆,目标是复现网络化云服务的端到端行为;与用户画像关注的静态分析、Agent/LLM、浮点程序分析、贝叶斯程序分析均无交集。引用 10 inbox
Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou
crossref: 2026-09-12

AI 速览

一句话:提出 Ditto,将应用克隆扩展到网络化云服务的端到端场景,弥补现有单节点、用户级克隆的不足。

云服务在体系结构与系统研究中缺乏有代表性且可公开获取的负载,现有开源基准又无法体现云服务的完整复杂性。应用克隆被视为解决该问题的有前景途径,但先前工作主要面向 CPU/缓存为中心、单节点且运行在用户级的服务,难以覆盖网络化云服务的端到端行为。本文提出 Ditto,面向网络化云服务进行端到端应用克隆,旨在突破单节点和用户级限制。摘要未给出具体克隆方法、实现细节与实验结果,评估方式也未在摘要中展开。

问题
云服务研究缺乏有代表性、可公开获取的负载,现有开源基准无法捕捉云服务完整复杂性;已有应用克隆局限于 CPU/缓存为中心、单节点、用户级服务。
方法
提出 Ditto,面向网络化云服务做端到端应用克隆,试图覆盖网络化与系统级行为,而非单节点或用户级克隆。
评估
摘要未报告评估方式或结果;从摘要可推断其定位是弥补现有克隆工作在网络化、端到端覆盖范围上的不足。
原文摘要(Abstract)

The lack of representative, publicly-available cloud services has been a recurring problem in the architecture and systems communities. While open-source benchmarks exist, they do not capture the full complexity of cloud services. Application cloning is a promising way to address this, however, prior work is limited to CPU-/cache-centric, single-node services, operating at user level.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@inproceedings{paperbot10031,
  title = {Ditto: End-to-End Application Cloning for Networked Cloud Services},
  author = {Mingyu Liang and Yu Gan and Yueying Li and Carlos Torres and Abhishek Dhanotia and Mahesh Ketkar and Christina Delimitrou},
  booktitle = {ASPLOS},
  year = {2023},
  doi = {10.1145/3575693.3575751}
}