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DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters Journal article
Bai, Haoyu, Xu, Minxian, Ye, Kejiang, Buyya, Rajkumar, Xu, Chengzhong. DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters[J]. IEEE TRANSACTIONS ON SERVICE COMPUTING, 2024, 1-12.
Authors:  Bai, Haoyu;  Xu, Minxian;  Ye, Kejiang;  Buyya, Rajkumar;  Xu, Chengzhong
Favorite | TC[Scopus]:0  IF:5.5/5.9 | Submit date：2024/08/05
Cloud Computing  Distributed Resources Management  Reinforcement Learning  Kubernetes  Microservice  
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  
Cloud Configuration Optimization for Recurring Batch-Processing Applications Journal article
Liu, Yang, Xu, Huanle, Lau, Wing Cheong. Cloud Configuration Optimization for Recurring Batch-Processing Applications[J]. IEEE Transactions on Parallel and Distributed Systems, 2023, 34(5), 1495-1507.
Authors:  Liu, Yang;  Xu, Huanle;  Lau, Wing Cheong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2023/06/05
Big Data Analytics  Cloud Configuration  Gaussian-process Ucb  Kubernetes  
Online Resource Optimization for Elastic Stream Processing with Regret Guarantee Conference paper
Yang Liu, Xu HL(徐歡樂), Wing Cheong Lau. Online Resource Optimization for Elastic Stream Processing with Regret Guarantee[C]:Association for Computing Machinery, 2022, 1-11.
Authors:  ; et al.
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:3 | Submit date：2022/08/26
Cloud Computing  Elastic Stream Processing  Gaussian-process Ucb  Kubernetes  Online Optimization  Resource Allocation