彭成磊 - 南京大学 - 电子科学与工程学院

个人简介

彭成磊，博士，男。分别于1998年6月、2004年6月和2016年9月获南京大学电子学与信息系统理学学士、信号与信息处理工学硕士和电路与系统工学博士学位。2016年12月-2018年1月于美国斯坦福大学、加州大学圣克鲁斯分校从事访问学者研究工作，主要围绕机器学习和数据挖掘领域展开合作研究。目前研究兴趣主要集中在嵌入式系统、云计算与大数据、机器学习与人工智能、计算机视觉算法等领域的理论与应用研究。

研究领域

嵌入式系统，云计算与大数据，机器学习与人工智能，计算机视觉算法。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1.Chenglei Peng, Yang Li, Yao Yu, Yu Zhou, Sidan Du, “Multi-step-ahead Host Load Prediction with GRU Based Encoder-Decoder in Cloud Computing”, 2018 10th International Conference on Knowledge and Smart Technology (KST), pp. 186-191, 2018 2.Chenglei Peng, Yang Li, Ziqiang Wang, Sidan Du, “GMDH based on Genetic Algorithm and MMT Policy for Energy Efficient Dynamic Consolidation of Virtual Machines”, The 2015 International Conference on Electrical, Automation and Mechanical Engineering (EAME2015), pp. 335-338, 2015 3.Yannan Ma, Yu Zhou, Yao Yu, Peng, Chenglei, Ziqiang Wang, Sidan Du, “A novel approach for improving security and storage efficiency on HDFS”, The International Conference on Ambient Systems, Networks and Technologies, ANT-2015, the International Conference on Sustainable Energy Information Technology, SEIT-2015, pp. 631-635, 2015 4.Qiangpeng Yang, Chenglei Peng, He Zhao, Yao Yu, Yu Zhou, Ziqiang Wang and Sidan Du, “A New Method Based on PSR and EA-GMDH for Host Load Prediction in Cloud Computing System”, The Journal of Supercomputing, June 2014, Volume 68, Issue 3, pp. 1402-1417, 2014 5.Chenglei Peng，Qiangpeng Yang，Yao Yu，Yu Zhou，Ziqiang Wang，Sidan Du，“Host load Prediction-based GMDH-EA and MMTP for Virtual Machines Load Balancing in Cloud Environment”，The 2014 International Conference on GRID & CLOUD Computing & Applications, pp. 52-58, 2014 6.Chenglei Peng, Tianwei Xing, Yao Yu, Yu Zhou, Sidan Du, “A novel method for 3D morphing by deformation matrix with triangle meshes”, International Conference on Power Electronics & Energy Engineering, pp. 289-293, 2015 7.Qiangpeng Yang, Chenglei Peng, Yao Yu, Yu Zhou, Ziqiang Wang and Sidan Du, “Host Load Prediction Based PSR and EA-GMDH for Cloud Computing System”, The IEEE 2013 Third International Conference on Cloud and Green Computing(CGC2013), pp. 9-15, 2013, 2013, 最佳论文 8.He Zhao, Chenglei Peng, Yao Yu, Yu Zhou, Ziqiang Wang, Sidan Du, “Cost-Aware Dynamic Virtual Machine Purchase Plan Orchestrator for Multi-tier Cloud Applications”, 2013 IEEE Third International Conference on Cloud and Green Computing，pp. 514-520, 2013 9.He Zhao, Chenglei Peng, Yao Yu, Yu Zhou, Ziqiang Wang, Sidan Du, “Cost-Aware Automatic Virtual Machine Scaling in Fine Granularity for Cloud Applications”, Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2013 International Conference, pp. 109-116, 2013