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Derm: SLA-aware Resource Management for Highly Dynamic Microservices Conference paper
Chen Liao, Shutian Luo, Chenyu Lin, Zizhao Mo, XU HUANLE, Kejiang Ye, Chengzhong Xu. Derm: SLA-aware Resource Management for Highly Dynamic Microservices[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Chen Liao;  Shutian Luo;  Chenyu Lin;  Zizhao Mo;  XU HUANLE; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/23
Dynamic Microservice Graph  Resource Scaling  Uncertainty  
Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective Conference paper
Chen, Xiaosong, Xu, Huanle, Xu, Chengzhong. Optimizing Dynamic Data Center Provisioning through Speed Scaling: A Primal-Dual Perspective[C]:ASSOC COMPUTING MACHINERY, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2024, 89-100.
Authors:  Chen, Xiaosong;  Xu, Huanle;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Capacity Provisioning  Energy Efficiency  Online Scheduling Algorithms  
Optimizing Resource Management for Shared Microservices: A Scalable System Design Journal article
Luo, Shutian, Lin, Chenyu, Ye, Kejiang, Xu, Guoyao, Zhang, Liping, Yang, Guodong, Xu, Huanle, Xu, Chengzhong. Optimizing Resource Management for Shared Microservices: A Scalable System Design[J]. ACM Transactions on Computer Systems, 2024, 42(1-2).
Authors:  Luo, Shutian;  Lin, Chenyu;  Ye, Kejiang;  Xu, Guoyao;  Zhang, Liping; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.0/2.6 | Submit date：2024/06/05
Additional Key Words And Phrasesshared Microservices  Resource Management  Sla Guarantees  
Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters Conference paper
Mo, Zizhao, Xu, Huanle, Xu, Chengzhong. Heet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters[C]:Association for Computing Machinery, 2024, 499-513.
Authors:  Mo, Zizhao;  Xu, Huanle;  Xu, Chengzhong
Favorite | TC[Scopus]:1 | Submit date：2024/05/16
FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence Journal article
Dong, Jie, Wu, Zheng, Xu, Huanle, Ouyang, Defang. FormulationAI: a novel web-based platform for drug formulation design driven by artificial intelligence[J]. Briefings in Bioinformatics, 2024, 25(1), bbad419.
Authors:  Dong, Jie;  Wu, Zheng;  Xu, Huanle;  Ouyang, Defang
Favorite | TC[WOS]:5 TC[Scopus]:11  IF:6.8/7.9 | Submit date：2024/02/22
Artificial Intelligence  Computational Pharmaceutics  Drug Design  Drug Formulation  Formulationai  Webserver  
PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks Conference paper
Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau. PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks[C], 2023, 2155 - 2165.
Authors:  Da Sun Handason Tam;  Yang Liu;  Huanle Xu;  Siyue Xie;  Wing Cheong Lau
Favorite | TC[WOS]:2 TC[Scopus]:5 | Submit date：2023/07/30
Delay Prediction  Microservices  Cloud Computing  Graph Neural Networks  Graph Transformers  Machine Learning  
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach Conference paper
Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu. Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach[C], 2023, 1–15.
Authors:  Wenyan Chen;  Zizhao Mo;  Huanle Xu;  Kejiang Ye;  Chengzhong Xu
Favorite | TC[Scopus]:0 | Submit date：2023/07/30
Cloud Computing  Interference-aware Multiplexing  Deep Learning  
Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms Conference paper
Lu, Chengzhi, Xu, Huanle, Ye, Kejiang, Xu, Guoyao, Zhang, Liping, Yang, Guodong, Xu, Chengzhong. Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms[C]:Association for Computing Machinery, Inc, 2023, 416-432.
Authors:  Lu, Chengzhi;  Xu, Huanle;  Ye, Kejiang;  Xu, Guoyao;  Zhang, Liping; et al.
Favorite | TC[WOS]:7 TC[Scopus]:10 | Submit date：2023/06/05
Cloud Computing  Resource Over-commitment  Unified Scheduling  
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:  ; et al.
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  
Efficient Scheduling of Deep Learning Applications in Heterogeneous GPU Clusters via Online Learning Project
项目类型: MYRG, 项目编号: MYRG2022-00119-FST, 资助机构: UM, 2023-2024
Authors:  XU HUANLE
Favorite |  | Submit date：2023/03/29