一句话：该报告综述微软在数据中心效率方面的实践，重点介绍利用负载历史改进资源管理并分享生产部署经验。
该报告关注互联网公司如何提升数据中心效率并降低成本。核心思路是在避免或限制性能退化的前提下，尽量减少资源浪费。作者首先概述微软在效率优化方面的若干工作，其中包括利用工作负载历史来改进资源管理。随后，报告讨论将这些工作部署到生产环境后获得的经验教训，并分析其与学术研究之间的关系。由于这是一篇演讲摘要，文中没有给出具体实验设置、基准或量化结果，主要贡献是工业实践总结与研究方向反思。
Internet companies can improve datacenter efficiency and reduce costs, by minimizing resource waste while avoiding (or limiting) performance degradation. In this talk, I will first overview a few of the efficiency-related efforts we are undertaking at Microsoft, including leveraging workload history to improve resource management. I will then discuss some lessons from deploying these efforts in production and how they relate to academic research.
DOI 原文 ·
@inproceedings{paperbot4071,
title = {Improving Datacenter Efficiency},
author = {Ricardo Bianchini},
booktitle = {ASPLOS},
year = {2017},
doi = {10.1145/3037697.3046426}
}