姚艳,博士,讲师。2019年毕业于上海交通大学电子信息与电气工程学院,获工学博士学位。2014-2015年曾在澳大利亚新南威尔士大学进行学习访问。
研究领域
协同优化、云/边计算
主要论文
1) Yan Yao, Jian Cao, Shiyouq Qian, Shanshan Feng: Decentralized Executions of Privacy Awareness Data Analytics Workflows in the Cloud. Concurrency and Computation: Practice and Experience (CCPE), 31(5), 2019.
2) Yan Yao, Jian Cao, Zitai Ma: A Cost-Effective Deadline-Constrained Scheduling Strategy for a Hyperparameter Optimization Workflow for Machine Learning Algorithms. International Conference on Service-Oriented Computing (ICSOC 2018) Springer pp.870-878.
3) Yan Yao, Jian Cao, Shiyou Qian: Throughput-guarantee Resource Provisioning for Streaming Analytical Workflows in the Cloud. 13th CCF Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW 2018) Springer pp.213-227.
4) Yan Yao, Jian Cao, Yusheng Jiang: EWS: A Pattern Prediction-based Elastic Workflow Service in the Cloud. IEEE International Conference on Web Service (ICWS 2017), pp.784-791.
5) Yan Yao, Jian Cao, Yusheng Jiang, Jie Wang: An Optimal Engine Component Placement Strategy for Cloud Workflow Service. IEEE International Conference on Web Service (ICWS 2016). pp. 380-387.
6) Yan Yao, Jian Cao, Srikumar Venugopal, Boualem Benatallah, Jinjun Chen: A Resource Provisioning Strategy for Elastic Analytical Workflows in the Cloud. IEEE 18th International Conference on High Performance Computing and Communications (HPCC 2016). pp.538-545.
7) Jian Cao, Yan Yao, Yi Wang: Mining change operations for workflow platform as a service. World Wide Web Journal (WWWJ) 18(4): 1071-1092 (2015).
主要专利:
1)发明名称:基于跨数据中心的云服务工作流调度方法;发明人:曹健,姚艳,钱诗友;法律状态:公开;申请号:CN201610790447,
2)发明名称:面向弹性分析流程的云资源配置优化方法;发明人:曹健,姚艳;法律状态: 授权;专利号:ZL201610790447.2,
3)发明名称:一种网络感知的云数据中心虚拟机分配方法;发明人:姚艳,曹健,郑敏;法律状态:授权;专利号:ZL201310298113.X,
4)发明名称:一种云计算环境中的工作流系统资源调度方法;发明人:曹健,郑敏,姚艳;法律状态:授权;专利号:CN201310370118.9
联系方式:
电话:18818212881
邮箱:yaoyan@qlu.edu.cn