喬焰
人物履歷
2003-2007 河北師範大學 信息與計算科學(數學與信息學院) 學士
2007-2012 北京郵電大學 計算機科學與技術(網絡與交換技術國家重點實驗室) 博士
2012-2013 新加坡南洋理工大學(NTU) 計算機工程學院 博士後
2017.9-2017.13 德國德累斯頓工業大學(TUD) 工程教育學院 訪問學者
2019-2020 加拿大維多利亞大學(UVIC) 計算機學院 訪問學者
研究方向
計算機網絡管理、網絡測量、故障診斷、物聯網網絡管理、雲計算數據中心網絡管理、區塊鏈支付網網絡測量
教學工作
獲獎情況
北京郵電大學優秀博士論文
主持項目
(1)國家自然科學基金青年基金,基於主動探測的不確定環境下IP網丟包率推理機制研究,項目編號:61402013,經費26萬,2015/01/01-2017/12/31。(主持)
(2)安徽省自然科學基金面上項目,基於深度學習的農業物聯網數據異常檢測機制研究,項目編號:2008085MF203,經費12萬,2020/07/01-2023/07/01。(主持)
(3)國家重點實驗室開放課題基金,大規模不確定網絡環境下的丟包率推理機制研究,項目編號:SKLNST-2016-1-02,3萬元,2017/01/01-2018/12/31。(主持)
(4)國家重點實驗室開放課題基金,大規模不規則傳感器網絡異常檢測機制研究,項目編號:SKLNST-2018-1-10,3萬元,2018/07/01-2020/07/01。(主持)
學術成果
[1] Qiao Yan*, Wu Kui, Jin Peng. Efficient Anomaly Detection for High-Dimensional Sensing Data with One-Class Support Vector Machine[J]. IEEE Transactions on Knowledge and Data Engineering, 2021.(中科院2區,CCF A類頂級期刊,IF=6.977)
[2]Yan Qiao*, Jun Jiao, Xinhong Cui, Yuan Rao, Robust Loss Inference in the Presence of Noisy Measurements & Hidden Fault Diagnosis, IEEE/ACM Transactions on Networking, Volume 28 , Issue 1, 2020 (中科院2區,CCF A類頂級期刊,IF=3.597)
[3]Yan Qiao*, Robust Loss Inference in the Presence of Noisy Measurements, IEEE International Conference on Computer Communications (INFOCOM 2018), April 2018, Honolulu, HI, USA (EI, CCF A類頂級會議)
[4] Yan Qiao, Kui Wu, Khabbazian Majid. Non-Intrusive and High-Efficient Balance Tomography in the Lightning Network[C]. Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security (ASIACCS 2021). 2021: 832-843.(CCF C類會議,錄用率19.3%)
[5]Qiang Dai, Xi Cheng, Yan Qiao*, Youhua Zhang. Crop Leaf Disease Image Super-Resolution and Identification With Dual Attention and Topology Fusion Generative Adversarial Network. IEEE Access, 8: 55724-55735,2020 (中科院2區,IF=3.745)
[6]Kaixuan Wang, Yan Qiao*, Ningzhe Xing. How to Couple Two Networks for a Smart Grid. IEEE Access, 6: 34643-34650,2018 (中科院2區,IF=3.745)
[7]Yan Qiao*, Jun Jiao, Huimin Ma, Adaptive path selection for link loss inference in network tomography applications, Plos One, Oct 4, 2016(中科院3區,IF=2.870)
[8]Yan Qiao*, Jun Jiao, Huimin Ma, Adaptive Loss Inference Using Unicast End-to-End Measurements, Mathematical Problems in Engineering, Volume,2016(中科院4區,IF=1.009)
[9]Zhiming Hu, Yan Qiao*, Jun Luo, Coarse-Grained Traffic Matrix Estimation for Data Center Networks,Computer Communications, 56: 25-34, 2015(中科院3區,IF=2.816)
[10]Yan Qiao*, Xinhong Cui, Peng Jin, Wu Zhang, Fast outlier detection for high-dimensional data of wireless sensor networks, 16(10),pp: 1-13, 2020 (中科院4區,IF=1.151)
[11]Xinlei Yu,Yuqi Ye,Jing Wang, Yan Qiao*,Practical Loss Inference in Uncertain Networks, IEEE Symposium on Computers and Communications(ISCC 2017), July 2017, Heraklion, Crete, Greece (EI,CCF C類會議)
[12] Zhiming Hu*, Yan Qiao, Jun Luo, ATME: Accurate Traffic Matrix Estimation in both Public and Private Datacenter Networks. IEEE Transactions on Cloud Computing, 6(1), pp: 60-73, 2015 (中科院1區,頂級期刊,IF=4.714)
[13] 喬焰*, 焦俊, 饒元. 基於數據中心流量特徵的端到端流量估計算法. 計算機科學, 2017, 44(2):171-175.(北大核心期刊)
[14] 金鵬, 夏曉峰, 喬焰*, 崔信紅. 基於深度信念網絡的高維傳感器數據異常檢測算法. 傳感技術學報, 2019 (6): 14.(北大核心期刊)
[15]Yan Qiao*, Lu Cheng, Xuesong Qiu, Luoming Meng. An Efficient Active Probing Based Method for Fault Diagnosis Using Bayesian Network, China Communications 2011 (SCI 中科院3區).
[16]Yan Qiao, Xuesong Qiu*, Luoming Meng, Ran Gu. Efficient loss inference algorithm with unicast end-to end Measurements, Journal of Network and Systems Management 2013 (SCI)
[17]Yan Qiao*, Xuesong Qiu, Luoming Meng. Efficient Probe Selection for Fault Localization Using the Property of Submodularity, International Journal of Communication Systems 2013 (SCI)
[18]Yan Qiao*, Xuesong Qiu, Luoming Meng, Accurate Diagnosis in Overlay Networks Using Unicast End-to-end Measurements, IEICE Transactions 2013 (SCI)
[19]Yan Qiao, Guanjue Wang, Xuesong Qiu, Ran Gu. Network Loss Tomography Using Link Independence, ISCC 2012, Cappadocia, Turkey.(CCF C類)
[20]Yan Qiao, Zhiming Hu, Jun Luo. Efficient Traffic Matrix Estimation for Data Center Networks. IFIP Networking 2013, New York, USA (Best paper nominated)(CCF C類)
[21]Yan Qiao, Lu Cheng, Xuesong Qiu, Luoming Meng. A Methodology Used to Optimize Probe Selection,GLOBECOM 2010, Miami, USA(CCF C類)[1]