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AI-Tuning team of AnHui University

期刊论文

[1] Hui Dou, Wang Kang, Zhang Yiwen, and Chen Pengfei. ATConf: auto-tuning high dimensional configuration parameters for big data processing frameworks. Cluster Computing, Oct 2022.
[2] Hui Dou, Jicheng Mei, Yiwen Zhang, Pengfei Chen and Zibin Zheng. JointConf: Jointly Auto-Tuning Configuration Parameters for Modularized Graph Databases. Journal of Software: Evolution and Process, June 2022 (CCF B).
[3] Hui Dou, Pengfei Chen, Zibin Zheng. Hdconfigor: Automatically Tuning High Dimensional Configuration Parameters for Log Search Engines. IEEE Access, 2020, 8:80638-80653.
[4] Hui Dou, Yong Qi, Wei Wei, Houbing Song. Carbon-aware electricity cost minimization for sustainable data centers. IEEE Transactions on Sustainable Computing, 2017, 2(2):211-223.
[5] Hui Dou, Yong Qi. An online electricity cost budgeting algorithm for maximizing green energy usage across data centers. Frontiers of Computer Science, 2017, 11(4):661-674 (CCF C,中科院二区).
[6] Hui Dou, Yong Qi, Wei Wei, Houbing Song. A two-time-scale load balancing framework for minimizing electricity bills of Internet Data Centers. Personal and Ubiquitous Computing, 2016,20(5):681-693 (CCF C).
[7] 窦晖, 齐勇, 王培健, 张恺玉. 一种最小化绿色数据中心电费的负载调度算法. 软件学报, 2014, 25(7):1448-1458 (中文CCF A).

会议论文

[1] Hui Dou, Yilun Wang, Yiwen Zhang and Pengfei Chen. DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks. 2022 51st International Conference on Parallel Processing (ICPP), 2022 (CCF B, AR: 84/311=27%).
[2] Hui Dou, Yong Qi. Greening Data Centers within Cost Budget. 2015 IEEE International Conference on Sustainable Computing and Communications (SustainCom), 2015:568-574.
[3] Hui Dou, Yong Qi, Pengfei Chen. A Novel Approach to Improving Resource Utilization for IaaS. 2015 Web Information System and Application Conference (WISA), 2015:89-94 (最佳学生论文).
[4] Peijian Wang, Yong Qi, Hui Dou, Lei Rao, Xue Liu. Present or future: Optimal pricing for spot instances. 2013 IEEE International Conference on Distributed Computing Systems (ICDCS), 2013:410-419 (CCF B, AR: 61/464=13%).
[5] Hui Dou, Yong Qi, Peijian Wang. Hybrid Power Control and Electricity Cost Management for Distributed Internet Data Centers in Cloud Computing. 2013 Web Information System and Application Conference (WISA), 2013:394-399.

专利成果