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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]:6 TC[Scopus]:10 | Submit date：2023/06/05
Cloud Computing  Resource Over-commitment  Unified Scheduling  
Context-aware trajectory prediction for autonomous driving in heterogeneous environments Journal article
Zhenning Li, Zhiwei Chen, Yunjian Li, Chengzhong Xu. Context-aware trajectory prediction for autonomous driving in heterogeneous environments[J]. Computer-Aided Civil and Infrastructure Engineering, 2023, 39(1), 120-135.
Authors:  Zhenning Li;  Zhiwei Chen;  Yunjian Li;  Chengzhong Xu
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:8.5/10.8 | Submit date：2023/08/03
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]:26 TC[Scopus]:39 | Submit date：2023/01/31
Microservices  Proactive Auto-scaler  Workload Uncertainty Learning  
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions Journal article
Zhiheng, Zhong, Minxian, Xu, Maria Alejandra, Rodriguez, Chengzhong, Xu, Rajkumar, Buyya. Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions[J]. ACM Computing Surveys, 2022, 54(10).
Authors:  Zhiheng, Zhong;  Minxian, Xu;  Maria Alejandra, Rodriguez;  Chengzhong, Xu;  Rajkumar, Buyya
Favorite | TC[WOS]:47 TC[Scopus]:68  IF:23.8/21.1 | Submit date：2023/08/07
Container Orchestration  Machine Learning  Cloud Computing  Resource Provisioning  Systematic Review  
Efficient Multi-Channel Computation Offloading for Mobile Edge Computing: A Game-Theoretic Approach Journal article
Chu, Shuhui, Fang, Zhiyi, Song, Shinan, Zhang, Zhanyang, Gao, Chengxi, Xu, Chengzhong. Efficient Multi-Channel Computation Offloading for Mobile Edge Computing: A Game-Theoretic Approach[J]. IEEE Transactions on Cloud Computing, 2022, 10(3), 1738-1750.
Authors:  Chu, Shuhui;  Fang, Zhiyi;  Song, Shinan;  Zhang, Zhanyang;  Gao, Chengxi; et al.
Favorite | TC[WOS]:12 TC[Scopus]:13  IF:5.3/4.6 | Submit date：2023/01/30
Computation Offloading  Game Theory  Mobile Edge Computing  Multi-channel Communications  Nash Equilibrium  
Characterizing microservice dependency and performance: Alibaba trace analysis Conference paper
Luo, Shutian, Xu, Huanle, Lu, Chengzhi, Ye, Kejiang, Xu, Guoyao, Zhang, Liping, Ding, Yu, He, Jian, Xu, Chengzhong. Characterizing microservice dependency and performance: Alibaba trace analysis[C], 2021, 412-426.
Authors:  Luo, Shutian;  Xu, Huanle;  Lu, Chengzhi;  Ye, Kejiang;  Xu, Guoyao; et al.
Favorite | TC[WOS]:105 TC[Scopus]:145 | Submit date：2021/12/08