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一种基于量子神经网络的负载预测方法 Patent
专利类型: 发明专利Invention,
Authors:  CHEN MING;  YE KEJIANG;  XU CHENGZHONG
Favorite |  | Submit date：2022/08/29
Workload Prediction  Quantum Neural Networks  
Heterogeneity-aware Proactive Elastic Resource Allocation for Serverless Applications Journal article
Feng, Binbin, Ding, Zhijun, Zhou, Xiaobo, Jiang, Changjun. Heterogeneity-aware Proactive Elastic Resource Allocation for Serverless Applications[J]. IEEE Transactions on Services Computing, 2024, 17(5), 2473-2487.
Authors:  Feng, Binbin;  Ding, Zhijun;  Zhou, Xiaobo;  Jiang, Changjun
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.5/5.9 | Submit date：2024/05/16
Instance Allocation  Numa  Resource Estimation  Server Scaling  Serverless  Workflow  Workload Prediction  
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  
The Power of Prediction: Microservice Auto Scaling via Workload Learning Conference paper
Luo, Shutian, Xu, Huanle, Ye, Kejiang, Xu, Guoyao, Zhang, Liping, Yang, Guodong, Xu, Chengzhong. The Power of Prediction: Microservice Auto Scaling via Workload Learning[C]:Association for Computing Machinery, Inc, 2022, 355-369.
Authors:  Luo, Shutian;  Xu, Huanle;  Ye, Kejiang;  Xu, Guoyao;  Zhang, Liping; et al.
Favorite | TC[WOS]:27 TC[Scopus]:39 | Submit date：2023/01/31
Microservices  Proactive Auto-scaler  Workload Uncertainty Learning  
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  
Beneficial or debilitating: a qualitative inquiry into Chinese preschool teachers’ workload-related stress mindset Journal article
Li, Yuanhua, Ching, Boby Ho Hong, Wu, Hannah Xiaohan, Chen, Tiffany Ting, He, Connie Chuting. Beneficial or debilitating: a qualitative inquiry into Chinese preschool teachers’ workload-related stress mindset[J]. Early Years, 2022, 44(1), 61-78.
Authors:  Li, Yuanhua;  Ching, Boby Ho Hong;  Wu, Hannah Xiaohan;  Chen, Tiffany Ting;  He, Connie Chuting
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:1.3/1.3 | Submit date：2022/08/05
Chinese Preschool Teachers  Stress-is-debilitating  Stress-is-enhancing Mindset  Workload-related Stress  
Multi-Tier Workload Consolidations in the Cloud: Profiling, Modeling and Optimization Journal article
Ye, Kejiang, Shen, Haiying, Wang, Yang, Xu, Cheng Zhong. Multi-Tier Workload Consolidations in the Cloud: Profiling, Modeling and Optimization[J]. IEEE Transactions on Cloud Computing, 2022, 10(2), 899-912.
Authors:  Ye, Kejiang;  Shen, Haiying;  Wang, Yang;  Xu, Cheng Zhong
Favorite | TC[WOS]:14 TC[Scopus]:10  IF:5.3/4.6 | Submit date：2022/08/05
Cloud Computing  Multi-tier Workload  Server Consolidation  Tail Latency  
PLMSys: A Cloud Monitoring System Based on Cluster Performance and Container Logs Conference paper
Yongzhong Sun, Kejiang Ye, Cheng-Zhong Xu. PLMSys: A Cloud Monitoring System Based on Cluster Performance and Container Logs[C], 2020, 111-125.
Authors:  Yongzhong Sun;  Kejiang Ye;  Cheng-Zhong Xu
Favorite | TC[Scopus]:0 | Submit date：2021/09/18
Cloud Monitoring  Log Collection  Rule-based Alerts  Workload Analysis  Data Visualization  
Understanding the Workload Characteristics in Alibaba: A View from Directed Acyclic Graph Analysis Conference paper
Lu,Chengzhi, Chen,Wenyan, Ye,Kejiang, Xu,Cheng Zhong. Understanding the Workload Characteristics in Alibaba: A View from Directed Acyclic Graph Analysis[C]:Institute of Electrical and Electronics Engineers Inc., 2020.
Authors:  Lu,Chengzhi;  Chen,Wenyan;  Ye,Kejiang;  Xu,Cheng Zhong
Favorite | TC[Scopus]:10 | Submit date：2021/03/09
Cloud Computing  Workload Characterization  Dependency Graph Analysis  Workload Type  
An adaptive workload-aware power consumption measuring method for servers in cloud data centers Journal article
Weiwei Lin, Yufeng Zhang, Wentai Wu, Simon Fong, Ligang He, Jia Chang. An adaptive workload-aware power consumption measuring method for servers in cloud data centers[J]. Computing, 2020, 105(3), 515–538.
Authors:  Weiwei Lin;  Yufeng Zhang;  Wentai Wu;  Simon Fong;  Ligang He; et al.
Favorite | TC[WOS]:12 TC[Scopus]:5  IF:3.3/2.8 | Submit date：2021/03/09
Cloud Server  Power Measurement  Power Model  Workload Classification  Workload-aware