DeepScaling: microservices autoscaling for stable CPU utilization in large scale cloud systems. - Ziliang Wang; Shiyi Zhu; Jianguo Li; Wei Jiang; K. K. Ramakrishnan; Yangfei Zheng; Meng Yan 001; Xiaohong Zhang 002; Alex X. Liu (SoCC, 2022)

A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. - Siqiao Xue; Chao Qu; Xiaoming Shi 001; Cong Liao; Shiyi Zhu; Xiaoyu Tan; Lintao Ma; Shiyu Wang 001; Shijun Wang; Yun Hu 001; Lei Lei 001; Yangfei Zheng; et al. (KDD, 2022)

Continual Learning in Predictive Autoscaling. - Hongyan Hao; Zhixuan Chu; Shiyi Zhu; Gangwei Jiang; Yan Wang 002; Caigao Jiang; James Y. Zhang; Wei Jiang; Siqiao Xue; Jun Zhou 011 (CIKM, 2023)

Full Scaling Automation for Sustainable Development of Green Data Centers. - Shiyu Wang 001; Yinbo Sun; Xiaoming Shi 001; Shiyi Zhu; Lintao Ma; James Zhang; Yangfei Zheng; Liu Jian (IJCAI, 2023)

Full Scaling Automation for Sustainable Development of Green Data Centers. - Shiyu Wang 001; Yinbo Sun; Xiaoming Shi 001; Shiyi Zhu; Linfao Ma; James Zhang; Yifei Zheng; Jian Liu (CoRR, 2023)

Continual Learning in Predictive Autoscaling. - Hongyan Hao; Zhixuan Chu; Shiyi Zhu; Gangwei Jiang; Yan Wang 002; Caigao Jiang; James Zhang; Wei Jiang; Siqiao Xue; Jun Zhou 011 (CoRR, 2023)

Cure the headache of Transformers via Collinear Constrained Attention. - Shiyi Zhu; Jing Ye; Wei Jiang 011; Qi Zhang; Yifan Wu 002; Jianguo Li (CoRR, 2023)

CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending. - Shiyi Zhu; Jing Ye; Wei Jiang 011; Siqiao Xue; Qi Zhang; Yifan Wu 002; Jianguo Li (ACL (1), 2024)

Risk of Fully Autonomous Vehicle Operations, a Fault Tree Analysis. - Jiaqing Huang; Jiarui Wen; Zheyuan Xiang; Qiting Ye; Shiyi Zhu; Tzu Yang Loh (IEEM, 2024)

Learning-Motivation-Boosted Explainable Temporal Point Process Model for Course Recommendation. - Wei Zhang 258; Xuchen Zhou; Xinyao Zeng; Shiyi Zhu (IEEE Access, 2024)

DeepScaling: Autoscaling Microservices With Stable CPU Utilization for Large Scale Production Cloud Systems. - Ziliang Wang; Shiyi Zhu; Jianguo Li; Wei Jiang; K. K. Ramakrishnan; Meng Yan 001; Xiaohong Zhang 002; Alex X. Liu (IEEE/ACM Trans. Netw., 2024)