CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning (Internetware 2024 - Research Track)

Who

Genting Mai, Zilong He, Guangba Yu, Zhiming Chen, Pengfei Chen

Track

Internetware 2024 Research Track

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When

Thu 25 Jul 2024 15:15 - 15:30 at Main Conference Room - Session 7: Software Architecture and Microservices Chair(s): Yilong Yang

Genting Mai

Sun Yat-sen University

Zilong He

Sun Yat-sen University

Guangba Yu

Sun Yat-sen University

China

Zhiming Chen

Sun Yat-sen University

Pengfei Chen

Sun Yat-sen University

Time Zone

The program is currently displayed in (GMT+08:00) Beijing, Chongqing, Hong Kong, Urumqi.

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Session Program

Thu 25 Jul
Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

14:30 - 15:30	Session 7: Software Architecture and MicroservicesResearch Track / New Idea Track at Main Conference Room Chair(s): Yilong Yang Beihang University

14:30 15m Full-paper		Mono2MS: Deep Fusion of Multi-Source Features for Partitioning Monolith into Microservices Research Track Geng Chen , Chenlin Li , Shmuel Tyszberowicz The Academic College of Tel-Aviv Yaffo, Zhiming Liu Southwest University, Bo Liu Southwest University
14:45 15m Full-paper		A Service-oriented Scheduling Combination Strategy on Cloud Platforms Based on A Dual-Layer QoS Evaluation Model Research Track Xiaojun Xu , ChengHao Cai , Xiuqi Yang Beijing Institute of Technology, Zhuofan Xu , Jingjing Hu , Jing Sun School of Computer Science, University of Auckland
15:00 15m Short-paper		HGNN4Perf: Detecting Performance Optimization Opportunities via Hypergraph Neural Network New Idea Track Mingquan Fu , Minjie Wei , Minglang Qiao , Peng Ji , Zhihao Deng , Di Cui Xidian University, Yutong Zhao University of Central Missouri
15:15 15m Full-paper		CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning Research Track Genting Mai Sun Yat-sen University, Zilong He Sun Yat-sen University, Guangba Yu Sun Yat-sen University, Zhiming Chen Sun Yat-sen University, Pengfei Chen Sun Yat-sen University