Data center networks with performance guarantee: a survey

Kaihui GAO; Dan LI

doi:10.11959/j.issn.1000-0801.2023125

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Data center networks with performance guarantee: a survey

Review | 更新时间：2024-06-05

- Data center networks with performance guarantee: a survey
- Telecommunications Science Vol. 39, Issue 6, Pages: 1-21(2023)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2023125
  CLC： TP393
- Published Online：2023-06，
  
  Published：20 June 2023
- 稿件说明：
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Kaihui GAO, Dan LI. Data center networks with performance guarantee: a survey[J]. Telecommunications science, 2023, 39(6): 1-21.
DOI：

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

references

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