数据中心网络性能保障研究综述

高凯辉; 李丹

doi:10.11959/j.issn.1000-0801.2023125

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数据中心网络性能保障研究综述

综述 | 更新时间：2024-06-05

- 数据中心网络性能保障研究综述
- Data center networks with performance guarantee: a survey
- 电信科学 2023年39卷第6期页码：1-21
- 作者机构：
- 作者简介：
  
  [ "高凯辉（1996- ），男，清华大学计算机科学与技术系博士生，主要研究方向为数据中心网络和网络智能" ]
  [ "李丹（1981- ），男，清华大学计算机科学与技术系教授、博士生导师，主要研究方向为可信任互联网、网络智能和数据中心网络" ]
- 基金信息：
  
  国家重点研发计划项目;The National Key Research and Development Program of China(2022YF2901200);国家自然科学基金资助项目;The National Natural Science Foundation of China(U21B2022)
- DOI：10.11959/j.issn.1000-0801.2023125
  中图分类号： TP393
- 网络出版日期：2023-06，
  
  纸质出版日期：2023-06-20
- 稿件说明：
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高凯辉, 李丹. 数据中心网络性能保障研究综述[J]. 电信科学, 2023,39(6):1-21.

Kaihui GAO, Dan LI. Data center networks with performance guarantee: a survey[J]. Telecommunications science, 2023, 39(6): 1-21.
高凯辉, 李丹. 数据中心网络性能保障研究综述[J]. 电信科学, 2023,39(6):1-21. DOI： 10.11959/j.issn.1000-0801.2023125.

Kaihui GAO, Dan LI. Data center networks with performance guarantee: a survey[J]. Telecommunications science, 2023, 39(6): 1-21. DOI： 10.11959/j.issn.1000-0801.2023125.

摘要

数据中心网络（DCN）作为重要的信息基础设施支撑了众多分布式应用，如人工智能训练和云存储等。这些应用通过网络传输大量数据，因此对数据中心网络性能的稳定性提出了很高的要求。近年来，数据中心网络性能保障研究受到学术界和工业界的广泛关注。首先，分析了数据中心网络实现性能保障面临的主要挑战，并提出了提升性能稳定性的研究思路。其次，总结了性能有保障的数据中心网络必备的三大属性——高可用性、带宽保证和有界延迟，系统性地综述了这 3 个方面的相关研究工作，并对这些研究工作从多个角度进行了对比分析。最后，对数据中心网络性能保障研究的未来发展趋势进行了展望。

Abstract

As an important information infrastructure

data center network (DCN) supports numerous distributed applications

such as artificial intelligence training and cloud storage.These applications require the transmission of large amounts of data

and as a result

the demand for performance stability of DCN has been increasing.The performance guarantee of DCN has gained widespread attention from both academia and industry in recent years.Firstly

the main challenges of implementing performance guarantees in DCN were analyzed

and the research directions to improve performance stability were proposed.Secondly

three essential capabilities for a performance-guaranteed DCN were summarized

such as high availability

bandwidth guarantee

and bounded latency.The comparative analysis of the relevant research was provided from multiple perspectives.In the end

the future development trend of the research on the performance guarantee of DCN was looked forward to.

关键词

Keywords

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