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ChainsFormer: A Chain Latency-Aware Resource Provisioning Approach for Microservices Cluster Conference paper
Song, Chenghao, Xu, Minxian, Ye, Kejiang, Wu, Huaming, Gill, Sukhpal Singh, Buyya, Rajkumar, Xu, Chengzhong. ChainsFormer: A Chain Latency-Aware Resource Provisioning Approach for Microservices Cluster[C], 2023, 197-211.
Authors:  Song, Chenghao;  Xu, Minxian;  Ye, Kejiang;  Wu, Huaming;  Gill, Sukhpal Singh; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2024/02/22
Chain  Kubernetes  Microservice  Reinforcement Learning  Scaling  
CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning Journal article
Minxian, Xu, Chenghao, Song, Shashikant, Ilager, Sukhpal Singh, Gill, Juanjuan, Zhao, Kejiang, Ye, Chengzhong, Xu. CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning[J]. IEEE Transactions on Network and Service Management, 2022, 19(4), 3995-4009.
Authors:  Minxian, Xu;  Chenghao, Song;  Shashikant, Ilager;  Sukhpal Singh, Gill;  Juanjuan, Zhao; et al.
Favorite | TC[WOS]:22 TC[Scopus]:31  IF:4.7/4.6 | Submit date：2023/08/07
Cloud Computing  Workload Prediction  Microservices  Reinforcement Learning  Brownout  Scalability  
CoScal: Multi-faceted Scaling of Microservices with Reinforcement Learning Journal article
Xu, Minxian, Song, Chenghao, Ilager, Shashikant, Gill, Sukhpal Singh, Zhao, Juanjuan, Ye, Kejiang, Xu, Chengzhong. CoScal: Multi-faceted Scaling of Microservices with Reinforcement Learning[J]. IEEE Transactions on Network and Service Management, 2022, 19(4), 3995 - 4009.
Authors:  Xu, Minxian;  Song, Chenghao;  Ilager, Shashikant;  Gill, Sukhpal Singh;  Zhao, Juanjuan; et al.
Favorite | TC[WOS]:22 TC[Scopus]:31  IF:4.7/4.6 | Submit date：2023/01/30
Cloud Computing  Workload Prediction  Microservices  Reinforcement Learning  Brownout  Scalability  
esDNN: Deep Neural Network Based Multivariate Workload Prediction in Cloud Computing Environments Journal article
Xu, Minxian, Song, Chenghao, Wu, Huaming, Gill, Sukhpal Singh, Ye, Kejiang, Xu, Chengzhong. esDNN: Deep Neural Network Based Multivariate Workload Prediction in Cloud Computing Environments[J]. ACM Transactions on Internet Technology, 2022, 22(3), 75.
Authors:  Xu, Minxian;  Song, Chenghao;  Wu, Huaming;  Gill, Sukhpal Singh;  Ye, Kejiang; et al.
Favorite | TC[WOS]:40 TC[Scopus]:63  IF:3.9/3.6 | Submit date：2023/01/30
Auto-scaling  Cloud Computing  Gate Recurrent Unit  Supervised Learning  Workloads Prediction