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| DAAS: Dependency-aware Auto-scaling for Efficient Microservice Workflow Orchestration 会议论文
IEEE/ACM INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE
作者: Zhu Q(朱琪) ; Guo HQ(郭亨铨); Cao HC(曹宏宸); Wang WC(王玮畅); He JZ(何静竹)
 Adobe PDF(7203Kb) |  收藏 | 浏览/下载：55/5 | 提交时间：2025/03/20 |
| Safe Learning in Stochastic Continuum-armed Bandit with Constraints and Its Application to Network Resource Management 期刊论文
IEEE TRANSACTIONS ON NETWORKING, 2025
作者: Guo HQ(郭亨铨); Zhu Q(朱琪); Liu X(刘鑫)
收藏 | 浏览/下载：29/0 | 提交时间：2025/04/08 |
| On stochastic contextual bandits with knapsacks in small budget regime 会议论文
THE THIRTEENTH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS
作者: Guo HQ(郭亨铨); Liu X(刘鑫)
Adobe PDF(1298Kb) | 收藏 | 浏览/下载：24/1 | 提交时间：2025/04/08 |
| Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization 预印本
2024
作者: Peng, Xiyue; Guo, Hengquan; Zhang, Jiawei; Zou, Dongqing; Shao, Ziyu
收藏 | 浏览/下载：201/0 | 提交时间：2024/12/17 |
| QueueFlower: Orchestrating Microservice Workflows via Dynamic Queue Balancing 会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS), Shenzhen, China, 7-13 July 2024
作者: Cao Hongchen; Liu Xinrui; Guo Hengquan; He Jingzhu; Liu Xin
Adobe PDF(1796Kb) | 收藏 | 浏览/下载：312/9 | 提交时间：2024/09/24
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| Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework 会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Edmonton, AB, Canada, June 30, 2024 - July 3, 2024
作者: Guo, Hengquan; Liu, Xin
Adobe PDF(1646Kb) | 收藏 | 浏览/下载：285/3 | 提交时间：2024/10/11
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| Learning to Schedule Online Tasks with Bandit Feedback 会议论文
INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS
作者: Yongxin Xu; Shangshang Wang; Hengquan Guo; Xin Liu; Ziyu Shao
Adobe PDF(3111Kb) | 收藏 | 浏览/下载：317/2 | 提交时间：2024/03/15 |
| POBO: Safe and optimal resource management for cloud microservices 期刊论文
PERFORMANCE EVALUATION, 2023, 卷号: 162, 期号: 4, 页码:
20-21
作者: Guo, Hengquan; Cao, Hongchen; He, Jingzhu; Liu, Xin; Shi, Yuanming
Adobe PDF(2115Kb) | 收藏 | 浏览/下载：508/5 | 提交时间：2023/10/27
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| Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. 会议论文
LEARNING FOR DYNAMICS AND CONTROL CONFERENCE, VOL 211, Philadelphia, PA, United states, June 15, 2023 - June 16, 2023
作者: Guo Hengquan; Zhu Qi; Liu Xin
Adobe PDF(3079Kb) | 收藏 | 浏览/下载：348/11 | 提交时间：2023/03/25
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| Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. 会议论文
NEURIPS 2022, New Orleans, LA, United states, November 28, 2022 - December 9, 2022
作者: Guo Hengquan; Liu X(刘鑫); Wei Honghao; Ying Lei
Adobe PDF(2556Kb) | 收藏 | 浏览/下载：410/5 | 提交时间：2023/03/25
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