科研項目: |
(1) 國家自然科學基金重點項目,U19A2061,基于多源異構大數據的玉米精準作業智能決策方法研究,2020/11-2023/12, 243萬元,主持 (2) 科技部重點研發計劃課題,2017YFC1502306,多模式集合系統運控平台開發和氣候災害預測應用研究,2018/01-2022/06,364萬元,主持 (3) 國家自然科學基金,61772228,分布式流數據近似計算在線質量保證機制與策略研究,2018/01-2021/12,65萬元,主持 (4) 國家重大專項,2016YFB0201503,基于自主創新的石油地震勘探行業應用平台(子課題:可視化遠程訪問、應用開發和集成框架),2016/07-2020/12,67萬元,子課題負責人 (5) 遠程醫療系統,吉林省省校共建計劃專項,800萬元,2017/06-2021/12,項目負責人 (6) 吉林省培育和發展新興産業三年行動計劃,2016-220173-65-03-270281,高分辨率對地觀測系統吉林多源地理時空信息平台建設項目,2017/01-2019/12,2500萬元,主持 (7) 吉林省科技廳重點科技攻關項目,20160203008GX,吉林省高分辨率對地觀測系統吉林數據與應用中心數據平台關鍵技術研究及應用,2016/01- 2018/12, 80萬元, 主持 (8) 國家自然科學基金(61170004),“虛拟集群Live遷移關鍵技術研究”,2012-2015。 (9) 國家公益性科研專項(SinoProbe09-01),“移動平台綜合地球物理數據處理與集成系統”,課題名稱“面向地學目标分析管理和圖形軟件開發平台”,2011-2012。 (10) 國家自然科學基金(60703024),“跨域并行作業的資源協同分配和元調度算法研究”,19萬,2007-2010。 (11) 教育部高等學校博士學科點專項科研基金(博導類)(20130061110052),“基于MapReduce模型的大規模流數據處理關鍵技術研究”,2013-2016。 (12) 吉林省科技廳重點科技攻關項目(20140204013GX),“➿⚽✨➿大規模醫療信息數據中心的MapReduce關鍵技術研究”, 2014-2016。 |
學術論文(期刊): |
[1] Wei Xiaohui, Li L, Li X, et al. Pec: Proactive Elastic Collaborative Resource Scheduling in Data Stream Processing[J]. IEEE Transactions on Parallel and Distributed Systems, 2019, DOI:10.1109/TPDS.2019.2891587. (SCI,CCF A 類期刊) [2] Xiaohui Wei, Hongliang Li, Kun Yang, Lei Zou. Topology-aware Partial Virtual Cluster Mapping Algorithm on Shared Distributed Infrastructures[J]. IEEE Transactions on Parallel and Distributed Systems, 2014, 25(10): 2721-2730.(CCF A 類期刊) [3] Zhao Jia, Yang Kun, Wei Xiaohui, et al. A heuristic clustering-based task deployment approach for load balancing using Bayes theorem in cloud environment[J]. IEEE Transactions on Parallel and Distributed Systems, 2016, 27(2): 305-316.(CCF A類期刊) [4] Bai Sen, Che Xiangjiu, Bai Xin, Wei Xiaohui. Maximal Independent Sets in Heterogeneous Wireless Ad Hoc Networks[J]. IEEE Transactions on Mobile Computing, 2016, 15(8):2023-2033.(CCF A類期刊) [5] Wei X, Liu Y, Wang X, et al. A survey on quality-assurance approximate stream processing and applications[J]. Future Generation Computer Systems, 2019.DOI: 10.1016/j.future.2019.07.047. (SCI,中科院一區) [6] Xiaohui Wei, Hengshan Yue, Shang Gao, Lina Li, Ruyu Zhang, Jingweijia Tan. G-SEAP: Analyzing and Characterizing Soft-Error aware Approximation in GPGPUs [J]. Future Generation Computer Systems,2020 (SCI,中科院一區) [7] Wang Xingwang, Wei Xiaohui, Liu Yuanyuan, Gao Shang. On Pricing Approximate Queries[J]. Information Sciences, 2018.(SCI,CCF B 類期刊,中科院一區) [8] Li H L, Wu J, Jiang Z, Li X, Wei Xiaohui*.A Task Allocation Method for Stream Processing with Recovery Latency Constraint[J]. Journal of Computer Science and Technology, 2018, 33(6): 1125-1139. (SCI,CCF B 類期刊) [9] Wei X, Li Z, Liu Y, et al. SDLSC-TA: Subarea Division Learning Based Task Allocation in Sparse Mobile Crowdsensing[J]. IEEE Transactions on Emerging Topics in Computing, 2020. (SCI,中科院二區) [10] Xiaohui Wei, Sijie Yan, Xingwang Wang, Mohsen Guizani, Xiaojiang Du. STAC: a spatio-temporal approximate method in data collection applications[J]. Pervasive and Mobile Computing,2021. (SCI,CCF C 類期刊) [11] Zhuang Y, Wei X, Li H, et al. An optimal checkpointing model with online OCI adjustment for stream processing applications[J]. Concurrency and Computation: Practice and Experience,2019. (SCI,CCF C 類期刊) [12] Hongliang Li, Xiaohui Wei*, Qingwu Fu, Yuan Luo. MapReduce Delay Scheduling with Deadline Constraint[J]. Concurrency and Computation: Practice and Experience, 2014, 26(3): 766-778.(CCF C類期刊) [13] 李麗娜,魏曉輝,李翔,王興旺等,流數據處理中負載突發感知的彈性資源分配,計算機學報。 |
學術論文(會議): |
[14] Xiaohui Wei, Hengshan Yue, Jingweijia Tan. LAD-ECC: Energy-Efficient ECC Mechanism for GPGPUs Register File. DATE 2020 – Design, Automation & Test in Europe Grenoble, France, 09–13 March 2020. (CCF B 類會議) [15] Wei xiaohui, Liu Yuanyuan, Wang Xiangwang, Gao Shang. An Online Approximate Stream Processing Framework with Customized Error Control.Proceedings 2018 IEEE/ACM IWQoS. (CCF B 類會議) [16] Wei xiaohui, Liu Yuanyuan, Gao Shang, Wang Xiangwang. Energy-Aware Allocation of Approximate Query Processing over Data Streams with Error guarantee. in Proceedings 2018 IEEE/ACM IWQoS. (CCF B 類會議) [17] Wei xiaohui, Wang YF, Gao Shang, Tang Yao. Data Quality Aware Task Allocation Under A Feasible Budget in Mobile Crowdsensing. in Proceedings 2018 IEEE/ACM IWQoS. (CCF B 類會議) [18] Maodi Ma, Jingweijia Tan, Xiaohui Wei, Kaige Yan. Process Variation Mitigation on Convolutional Neural Network Accelerator Architecture. 37th IEEE International Conference on Computer Design, ICCD 2019 (CCF B 類會議) [19] H. Li, Z. Xu, F. Tang, X. Wei and Z. Ding, "CPSA: A Coordinated Process Scheduling Algorithm for Coupled Earth System Model," 2020 29th International Conference on Computer Communications and Networks (ICCCN), Honolulu, HI, USA, 2020, pp. 1-9, doi: 10.1109/ICCCN49398.2020.9209733. (CCF C類會議) [20] Wei X, Shen X, Zhou C, et al. A Novel Clustering-Based Filter Pruning Method for Efficient Deep Neural Networks[C]//International Conference on Algorithms and Architectures for Parallel Processing. Springer, Cham, 2020: 245-258. (CCF C類會議) [21] Zhuang Yuan, Wei xiaohui, Li Hongliang, et al. An Optimal Checkpointing Model with Online OCI Adjustment for Stream Processing Applications. //Computer Communication and Networks (ICCCN), 2018 27th International Conference on. IEEE, 2018 (CCF C類會議) [22] Xiaohui Wei, Ruyu Zhang, Yuanyuan Liu, Hengshan Yue∗ and Jingweijia Tan∗ Evaluating the Soft Error Resilience of Instruction for GPU Applications,The 17th IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC 2019) |
國家發明專利: |
(1) 魏曉輝,嶽恒山,譚婧炜佳,孫冰怡,徐海嘯 基于軟錯誤感知的GPGPU程序近似分析系統及方法, 2019.10.25, ZL 2019 1 0107441.4 (2) 魏曉輝,徐海嘯,李翔等,衛星數據查詢方法、系統、設備、及計算機可讀存儲介質。 2019.03.15, ZL 2018 1 0095847.0 (3) 魏曉輝,孫冰怡,來守芳。一種面向自組織群智感知系統的在線任務分派方法,2017.02.28,ZL 2017 1 0113588.5 (4) 王興旺,魏曉輝,徐海嘯等,一種基于時間序列的複雜網絡鍊接預測方法, 2019.11.22 CN106789160A[P] (5) 魏曉輝,白鑫,劉圓圓,白森。一種異構自組織網絡中虛拟骨幹網的建立方法,2018.08.07,ZL201510154724.6. (6) 魏曉輝,劉圓圓,王興旺,徐海嘯;一種在線流數據近似處理方法及裝置,2018.08.24,ZL201710701338.3 (7) 魏曉輝,劉圓圓,王興旺,徐海嘯;一種在線流數據近似處理質量控制方法及裝置,2018.08.16, ZL201710701336.4 (8) 魏曉輝,白鑫,龐曉麗,白森,郭曉新;一種針對緩存頁面的頁面管理方法及裝置, ZL 2015 1 0182284.5,2018-08-07 (9) 王興旺,魏曉輝。一種室内定位追蹤方法, 2018.02.24, ZL201510319737.4 (10) 魏曉輝,白鑫,李洪亮等。一種緩存數據預加載、加載方法及裝置, 2017.05.31, ZL 201410381583. (11) 魏曉輝,白鑫,劉圓圓。一種異構自組織網絡中虛拟骨幹網的建立方法及裝置,2016.08.17,中國,ZL201510154740.5 (12) 魏曉輝,白鑫,李洪亮等。一種基于八叉樹的三維數據檢索方法及裝置,2016.10.05 ,中國,201310432202.9 (13) 王興旺,高尚,魏曉輝。一種數據查詢操作定價的動态調整方法及裝置,2018.03.16,中國,ZL201610150429.8 (14) 高占恒,魏曉輝,胡亮等。一種大規模混合網絡等值線的計算方法及系統,2016.10.05,中國,ZL 201310432215.6 (15) 魏曉輝, 李洪亮, 白鑫等。一種地震可視化方法及裝置,2016.08.15,中國,ZL201410381572.9 (16) 魏曉輝,李洪亮,白鑫,胡亮,黃大年。一種三維數據加載方法及裝置,2016.08.17,中國,ZL201310440135.5 (17) 郭曉新,魏曉輝,胡亮等。一種三維體數據可視化方法及裝置,2016.06.01,中國,ZL201310432189.7 (18) 郭曉新,甯佳慧,周潤澤,魏曉輝等。一種實現紙質地圖與電子地圖結合顯示的方法及裝置,2017.07.11,中國,ZL201510271387.9 |
獲獎情況: |
近年來,獲得國家教學成果二等獎2項、省教學成果一等獎1項、吉林省科技進步一等獎2項、二等獎1項,中國商業聯合會科技進步一等獎2項 等。 (1) “OBE理念引領的物聯網工程專業貫穿式人才培養模式的構建與實踐”,國家教學成果二等獎,2018, 排名第一。 (2) “多源異質大數據分布式處理關鍵技術研究及應用”, 吉林省科學技術獎勵委員會, 科技進步, 省部一等獎, 2018,排名第一。 (3) “面向新标準的物聯網工程專業貫穿式系統能力培養模式探索與實踐”,省教學成果一等獎,2018。魏曉輝,胡成全。吉林省人民政府 (4) “整合課程體系,強化創新實踐,實現《計算機網絡》系統化改革的探索與實踐”,國家教學成果二等獎,2014。胡亮,魏曉輝,郭東偉,趙闊,霍嚴梅,初劍鋒,車喜龍。 (5) “虛拟化分布式計算環境關鍵技術研究與應用”, 中國商業聯合會科學技術獎一等獎,2014。魏曉輝,胡 亮,李洪亮,車喜龍,吳 旗,徐海嘯,高占恒,郭曉新,劉景鑫,于洪梅,李宏圖,李麗娜,李維山,莊 園,白 鑫。 (6) “計算網格關鍵技術研究”,吉林省科技進步一等獎,2010。胡亮,魏曉輝,徐高潮,趙闊,車喜龍,張猛,李強,楊可新,霍嚴梅,郭東,孫軍,初劍鋒,努爾布力,林琳,李宏圖。 (7) “網格的資源動态選擇和任務的再調度”,吉林省科學技術進步獎,二等獎,吉林省科學技術進步獎勵委員會,2008年。獲獎人員:胡亮,魏曉輝,胡德斌,趙闊,許斌,王敏針,郭東,車喜龍,王澤生,楊可新。 (8) 中國服務業科技創新獎,一等獎,中國商業聯合會,2009年. 獲獎人員:胡亮,徐高潮,魏曉輝,趙闊,李強,張猛,楊可新,霍嚴梅,郭東,康健,張洪海,初劍峰,努爾布力,唐闊,車喜龍。獲獎項目:網絡安全保障體系關鍵技術研究與應用。 |