AI-driven packet forwarding with programmable data plane: A survey

W Quan, Z Xu, M Liu, N Cheng, G Liu… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The existing packet forwarding technology cannot meet the increasing requirements of
Internet development due to its rigid framework. Application of artificial intelligence (AI) for …

Rethinking data center networks: Machine learning enables network intelligence

B Li, T Wang, P Yang, M Chen… - … of Communications and …, 2022 - ieeexplore.ieee.org
To support the needs of ever-growing cloud-based services, the number of servers and
network devices in data centers is increasing exponentially, which in turn results in high …

Machine learning empowered intelligent data center networking: A survey

B Li, T Wang, P Yang, M Chen, S Yu… - arXiv preprint arXiv …, 2022 - arxiv.org
To support the needs of ever-growing cloud-based services, the number of servers and
network devices in data centers is increasing exponentially, which in turn results in high …

Machine learning empowered intelligent data center networking

T Wang, B Li, M Chen, S Yu - Machine Learning Empowered Intelligent …, 2022 - Springer
Abstract Machine learning has been widely studied and practiced in data center networks,
and a large number of achievements have been made. In this chapter, we will review …

Fundamentals of Machine Learning in Data Center Networks

T Wang, B Li, M Chen, S Yu - Machine Learning Empowered Intelligent …, 2022 - Springer
In this chapter, we will briefly review the common learning paradigms of ML and some
preliminary knowledge about data collection and processing. Furthermore, to better assess …