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学术论文

书籍编写:

鲍亮,崔江涛、李倩,实战机器学习,清华大学出版社,2021年10月出版
鲍亮,陈荣,深入浅出云计算,清华大学出版社,2013年10月
鲍亮,李倩,实战大数据,清华大学出版社,2015年1月
鲍亮,叶宏,开源云计算平台CloudStack实战,清华大学出版社,2016年4月

代表论文:

[1] Liang Bao, Jin Yang, et al. XML2HBase: Storing and querying large collections of XML documents using a NoSQL database system. Journal of Parallel and Distributed Computing. 161 (2022) 83-99
[2] Liang Bao, Jin Yang, et al. On accurate prediction of cloud workloads with adaptive pattern mining. The Journal of Supercomputing (2022). https://doi.org/10.1007/s11227-022-04647-5
[3] Liang Bao, Chase Q. Wu, et al. Performance Modeling and Workflow Scheduling of Microservice-based Applications in Clouds. IEEE Transaction on Parallel and Distributed System, 2019
[4] Liang Bao, Xin Liu, Fangzheng Wang, and Baoyin Fang. ACTGAN: Automatic Configuration Tuning for Software Systems with Generative Adversarial Networks. In Proceedings of IEEE/ACM International Conference on Automated Software Engineering (ASE2019). ACM, New York, NY, USA, Article 3, 12 pages
[5] Liang Bao, Chase Q. Wu, et al. LAS: Logical-Block Affinity Scheduling in Big Data Analytics Systems. In Proceedings of the IEEE International Conference on Computer Communications, Honolulu, HI, USA, April 15-19, 2018
[6] Liang Bao, Xin Liu, Ziheng Xu, and Baoyin Fang. AutoConfig: Automatic Configuration Tuning for Distributed Message Systems. In Proceedings of IEEE/ACM International Conference on Automated Software Engineering (ASE2018). ACM, New York, NY, USA, Article 4, 12 pages 2018
[7] Liang Bao, Qian Li, Peiyao Lu, Jie Lu, Tongxiao Ruan, Ke Zhang. Execution Anomaly Detection in Large-scale Systems through Console Log Analysis. Journal of Systems and Software. Volume 143, September 2018, Pages 172-186 2018
[8] Liang Bao, Xin Liu, and Weizhao Chen. Learning-based Automatic Parameter Tuning for Big Data Analytics Frameworks. 2018 IEEE International Conference on Big Data (IEEE Big Data). December 10-13, 2018, Seattle, WA, USA. 2018