Joint Optimization of Training Job Placement and SFC Orchestration for ML Services in ZTN
Author:
Affiliation:
1. School of Electronic and Information Engineering, Beijing Jiaotong University,Beijing,China
2. 5GIC/6GIC, Institute for Communication Systems (ICS), University of Surrey,Guildford, Surrey,U.K.
Funder
National Key R&D Program
National Natural Science Foundation of China
Fundamental Research Funds for the Central Universities
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10464388/10464393/10464559.pdf?arnumber=10464559
Reference20 articles.
1. Machine learning-based zero-touch network and service management: A survey
2. Zero-touch Network and Service Management (ZSM); Terminology for Concepts in ZSM;ETSI GS ZSM 007 v 1.1.1, Tech. rep., ETSI,2022
3. Semi-dynamic load balancing
4. Deep Learning-based Job Placement in Distributed Machine Learning Clusters
5. Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads
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