冯圣中

博  士

研究员、博士生导师

 

科技部高性能计算重点专项
总体专家组成员

研究领域

主要研究方向为高性能计算、大数据、生物信息学。

获奖情况

中国科学院杰出成就奖(骨干成员)
首届“春晖杯”海外留学人员创新创业大赛一等奖
国家科学技术进步二等奖(骨干成员)
微软HPC学者项目学生及教师研究奖第一名
中国科学院优秀共产党员

出版信息

Bei, Z., Yu, Z., Zhang, H., Xiong, W., Xu, C., Eeckhout, L., & Feng, S. (2016). RFHOC: A Random-Forest Approach to Auto-Tuning Hadoop's Configuration. IEEE Transactions on Parallel and Distributed Systems, 27(5), 1470-1483.


Li, X., Lv, Z., Wang, W., Zhang, B., Hu, J., Yin, L., & Feng, S. (2016). WebVRGIS Based Traffic Analysis And Visualization System. Advances in Engineering Software, 93, 1-8.


Tang, H., Feng, S., Zhao, X., & Jin, Y. (2016, January). VirtAV: An Agentless Antivirus System Based On In-Memory Signature Scanning For Virtual Machine. In 2016 18th International Conference on Advanced Communication Technology (ICACT) (pp. 124-133). IEEE.


Lv, Z., Li, X., Zhang, B., Wang, W., Zhu, Y., Hu, J., & Feng, S. (2016). Managing Big City Information Based on WebVRGIS. IEEE Access, 4, 407-415.


Ning, L., Zhao, Z., Zhou, R., Zhang, Y., & Feng, S. (2016, June). Realtime Channel Recommendation: Switch Smartly While Watching TV. In International Workshop on Frontiers in Algorithmics (pp. 183-193). Springer International Publishing.


Meng, J., Seo, S., Balaji, P., Wei, Y., Wang, B., & Feng, S. (2016, August). SWAP-Assembler 2: Optimization of De Novo Genome Assembler at Extreme Scale. In Parallel Processing (ICPP), 2016 45th International Conference on (pp. 195-204). IEEE.


Li, X., Lv, Z., Hu, J., Zhang, B., Shi, L., & Feng, S. (2015, June). Xearth: A 3D GIS Platform for Managing Massive City Information. In 2015 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) (pp. 1-6). IEEE.


Li, X., Lv, Z., Hu, J., Yin, L., Zhang, B., & Feng, S. (2015). Virtual Reality GIS Based Traffic Analysis and Visualization System. Advances in Engineering Software.


Li, X., Lv, Z., Zhang, B., Yin, L., Wang, W., Feng, S., & Hu, J. (2015). Traffic Management and Forecasting System Based on 3D GIS Cluster. Cloud and Grid Computing (CCGrid). Chicago


Li, X., Lv, Z., Hu, J., Zhang, B., Shi, L., & Feng, S. (2015, June). Xearth: A 3D GIS Platform for Managing Massive City Information. In 2015 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) (pp. 1-6). IEEE.


Lv, Z., Li, X., Zhang, B., Wang, W., Feng, S., & Hu, J. (2015). Big City 3D Visual Analysis. Eurographics 2015.


Lv, Z., Halawani, A., Feng, S., Ur Réhman, S., & Li, H. (2015). Touch-less Interactive Augmented Reality Game on Vision-Based Wearable Device. Personal and Ubiquitous Computing, 19(3-4), 551-567.


Lv, Z., Feng, S., Feng, L., & Li, H. (2015, March). Extending Touch-Less Interaction on Vision Based Wearable Device. In 2015 IEEE Virtual Reality (VR) (pp. 231-232). IEEE.


Lv, Z., Li, X., Hu, J., Yin, L., Zhang, B., & Feng, S. (2015, June). Virtual Geographic Environment Based Coach Passenger Flow Forecasting. In 2015 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) (pp. 1-6). IEEE.


Ning, L., Yu, D., Zhang, Y., Wang, Y., Lau, F. C., & Feng, S. (2015). Brief Announcement: Uniform Information Exchange in Multi-Channel Wireless Ad Hoc Networks. Distributed, 653.


Shang, C., Feng, S., Zhao, Z., & Fan, J. (2015). Efficiently Detecting Overlapping Communities Using Seeding and Semi-Supervised Learning. International Journal of Machine Learning and Cybernetics, 1-14.


Zhao, Z., Li, C., Zhang, Y., Huang, J. Z., Luo, J., Feng, S., & Fan, J. (2015). Identifying and Analyzing Popular Phrases Multi-Dimensionally in Social Media Data. International Journal of Data Warehousing and Mining (IJDWM), 11(3), 98-112.


Zhao, Z., Feng, Z., Zhang, Y., Ning, L., Fan, J. & Feng, S. (2015). Collecting, Managing and Analyzing Social Networking Data Effectively. In Fuzzy Systems and Knowledge Discovery (FSKD), 2015 12th International Conference on (pp.1642-1646). IEEE.


Meng, J., Wang, B., Wei, Y., Feng, S., & Balaji, P. (2014). SWAP-Assembler: scalable and efficient genome assembly towards thousands of cores. BMC bioinformatics, 15(Suppl 9), S2.


Lv, Z., Feng, S., Khan, M. S. L., Ur Réhman, S., & Li, H. (2014, April). Foot motion sensing: augmented game interface based on foot interaction for smartphone. In CHI'14 Extended Abstracts on Human Factors in Computing Systems (pp. 293-296). ACM.


Zhao, J., Tian, C., Zhang, F., Xu, C., & Feng, S. (2014, October). Understanding Temporal and Spatial Travel Patterns of Individual Passengers by Mining Smart Card Data. In 17th International IEEE Conference on Intelligent Transportation Systems (ITSC) (pp. 2991-2997). IEEE.


Li, M., Deng, S., Feng, S., & Fan, J. (2014). Fast Assignment Reduction in Inconsistent Incomplete Decision Systems. Journal of Systems Engineering and Electronics, 25(1), 83-94.


Li, X., Zhang, X., Chen, K., & Feng, S. (2014, April). Measurement and Analysis of Energy Consumption on Android Smartphones. In 2014 4th IEEE International Conference on Information Science and Technology (pp. 242-245). IEEE.


Lv, Z., Halawani, A., Feng, S., Li, H., & Réhman, S. U. (2014). Multimodal Hand and Foot Gesture Interaction for Handheld Devices. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 11(1s), 10.


Lv, Z., Feng, L., Li, H., & Feng, S. (2014, November). Hand-free Motion Interaction on Google Glass. In SIGGRAPH Asia 2014 Mobile Graphics and Interactive Applications (p. 21). ACM.


Li, M., Shang, C., Feng, S., & Fan, J. (2014). Quick Attribute Reduction in Inconsistent Decision Tables. Information Sciences, 254, 155-180.


He, Y., Tan, H., Luo, W., Feng, S., & Fan, J. (2014). MR-DBSCAN: A Scalable MapReduce-based DBSCAN Algorithm for Heavily Skewed Data. Frontiers of Computer Science, 8(1), 83-99.


Li, M., Deng, S., Wang, L., Feng, S., & Fan, J. (2014). Hierarchical Clustering Algorithm for Categorical Data Using A Probabilistic Rough Set Model. Knowledge-Based Systems, 65, 60-71.


Liu, P., Feng, S., Huang, G., & Fan, J. (2013). Bandwidth-Availability-Based Replication Strategy for P2P VoD Systems. The Computer Journal, bxt071.


Hong, J., Balaji, P., Wen, G., Tu, B., Yan, J., Xu, C., & Feng, S. (2013, June). Container-Based Job Management for Fair Resource Sharing. In International Supercomputing Conference (pp. 290-301). Springer Berlin Heidelberg.


Li, M., Deng, S., Feng, S., & Fan, J. (2013). Quick Attribute Reduction Based On Approximation Dependency Degree. Journal of Computers, 8(4), 920-928.


Liu, P., Feng, S., Huang, G., & Fan, J. (2013). Bandwidth-Availability-Based Replication Strategy for P2P VoD Systems. The Computer Journal, bxt071.


Meng, J., Yuan, J., Feng, S., & Tan, L. (2013). Power Adjusting Algorithm: A New Cross-Layer Power Saving Mechanism for Mobile Ad-Hoc Networks. Journal of Computer Science and Technology, 28(1), 42-53.


Meng, J., Yuan, J., Feng, S., & Wei, Y. (2013). An Energy Efficient Clustering Scheme for Data Aggregation in Wireless Sensor Networks. Journal of Computer Science and Technology, 28(3), 564-573.


Qiao, C., Zhang, Y., Ning, L., & Feng, S. (2013, December). Improve the Performance of Adaptive Sleep Scheduled Wireless Sensor Network. In Mobile Ad-hoc and Sensor Networks (MSN), 2013 IEEE Ninth International Conference on (pp. 431-436). IEEE.


Shang, C., Li, M., Feng, S., Jiang, Q., & Fan, J. (2013). Feature Selection via Maximizing Global Information Gain for Text Classification. Knowledge-Based Systems, 54, 298-309.


Wang, Q., Ye, Y., Huang, J., & Feng, S. (2013). Post-processing Strategies for Improving Local Gene Expression Pattern Analysis. International journal of data mining and bioinformatics, 7(1), 1-21.


Zeng, L., Cheng, J., Meng, J., Wang, B., & Feng, S. (2013, April). Improved Parallel Processing of Massive De Bruijn Graph for Genome Assembly. In Asia-Pacific Web Conference (pp. 96-107). Springer Berlin Heidelberg.


Zhang, G., Wen, G., & Feng, S. (2013). Two-Way Coupled Sprays and Liquid Surface: A GPU-Based Multi-Scale Fluid Animation Method. In GPU Solutions to Multi-scale Problems in Science and Engineering (pp. 187-199). Springer Berlin Heidelberg.


Huang, Q., Chen, X., Huang, J., Feng, S., & Fan, J. (2012). Scalable Ensemble Information-Theoretic Co-Clustering for Massive Data. In Proceedings of the International MultiConference of Engineers and Computer Scientists (Vol. 1).


Li, B., Chen, X., Li, M. J., Huang, J. Z., & Feng, S. (2012, May). Scalable Random Forests for Massive Data. In Pacific-Asia Conference on Knowledge Discovery and Data Mining (pp. 135-146). Springer Berlin Heidelberg.


Liu, P., Huang, G., Feng, S., & Fan, J. (2012). Event-Driven High-Priority First Data Scheduling Scheme for P2P VoD Streaming. The Computer Journal, bxs127.


Liu, P., Huang, G., Cheng, J., Feng, S., & Fan, J. (2012). Fibonacci Ring Overlay Networks with Distributed Chunk Storage for P2P VoD Streaming. Procedia Computer Science, 9, 1354-1362.


Meng, J., Yuan, J., Cheng, J., Wei, Y., & Feng, S. (2012, September). Small World Asynchronous Parallel Model for Genome Assembly. In IFIP International Conference on Network and Parallel Computing (pp. 145-155). Springer Berlin Heidelberg.


Meng, J., Yuan, J., Cheng, J., Wei, Y., & Feng, S. (2012, September). DGraph: Algorithms for Shortgun Reads Assembly using De Bruijn Graph. In IFIP International Conference on Network and Parallel Computing (pp. 14-21). Springer Berlin Heidelberg.


Meng, J., Feng, S., & Wei, Y. (2012). An Asynchronous Parallel Model for Genome Assembly. 第五届全国生物信息学与系统生物学学术大会论文集.


Wang, S., Chen, X., Huang, J. Z., & Feng, S. (2012, April). Scalable Subspace Logistic Regression Models for High Dimensional Data. In Asia-Pacific Web Conference (pp. 685-694). Springer Berlin Heidelberg.


Yang, R., Xiong, T., Chen, T., Huang, Z., & Feng, S. (2012, May). DISTRIM: Parallel GMM Learning on Multicore Cluster. In Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on (Vol. 2, pp. 630-635). IEEE.


Zeng, X., Cheng, J., Yu, J. X., & Feng, S. (2012, August). Top-k Graph Pattern Matching: A Twig Query Approach. In International Conference on Web-Age Information Management (pp. 284-295). Springer Berlin Heidelberg.

招生信息
高性能计算
大数据技术
生物信息学
培养学生
学生姓名学 校培养层次专 业培养时间
尚长兴深圳先进技术研究院博士计算机应用2007.9-2009.7
张萧红深圳先进技术研究院博士计算机应用2007.9-2011.7
赵中英深圳先进技术研究院博士计算机科学与技术2008.9 -2012.7
古圣昌深圳先进技术研究院博士计算机科学与技术2013.9—2016.5
唐宏伟深圳先进技术研究院博士计算机应用技术2011.9—2015.7
曾  理深圳先进技术研究院硕士计算机技术2010.9-2013.9
王明阳深圳先进技术研究院硕士计算机技术2010.9-2013.9
叶春光深圳先进技术研究院硕士计算机应用技术2010.9-2013.9
岳菲菲深圳先进技术研究院硕士计算机应用技术2010.9-2013.9
涂志兵深圳先进技术研究院硕士计算机应用技术2010.9-2013.9
张森林深圳先进技术研究院硕士计算机技术2009.9-2013.9
何耀彬深圳先进技术研究院博士计算机应用技术2009.9-2013.9
刘平山深圳先进技术研究院博士计算机系统结构2008.9-2013.9
武天祥深圳先进技术研究院硕士软件工程2007.9-2010.9
阙欣宇深圳先进技术研究院硕士计算机系统结构2006.9-2009.9
彭  柳深圳先进技术研究院硕士计算机系统结构2004.9-2007.9
李翔宇深圳先进技术研究院硕士软件工程2013.7--2015.12
冯铮深圳先进技术研究院硕士软件工程2013.7--2015.12
张洪亮深圳先进技术研究院硕士软件工程2013.7--2015.11
刘明君深圳先进技术研究院硕士软件工程2013.7--2015.11
李翔宇深圳先进技术研究院硕士软件工程2013-07--2015.1
赵威深圳先进技术研究院硕士软件工程2014-7--2015.12
古圣昌深圳先进技术研究院博士计算机软件与理论2013.10--2015.6
任领美深圳先进技术研究院博士计算机系统结构2013.12--2015.12
胡红祥深圳先进技术研究院硕士电子与通信工程2014.8--2017.6
苏涵之深圳先进技术研究院本科数学2015.7--2015.12
孟金涛深圳先进技术研究院博士计算机应用2013.9-2016.8
项目信息

基于大数据分析的城市电网状态评估系统开发与应用,任务二“多模数据集成、高效计算引擎及数字仿真验证系统” (国家863计划)
新药研发和文化创意社区 (国家重大科技专项)
多语言大数据环境下的复杂网络行为分析、预测和干预 (国家自然科学基金)
Large-scale Computing (国家自然科学基金)
NGB有线无线融合关键技术 (院其他任务)

数据超算中心智能绿色计算模型和系统开发 知识创新工程重要方向项目(含创新团队)
中科院百人计划冯圣中 (中国科学院任务)
跨行业的云计算公共平台研发及应用 (院地合作专项)
企业级的云计算安全管控服务应用平台研发与示范 (院地合作专项)
育成中心项目--高性能海量实时高清视频数据智能分析系统 (院地合作专项)
2014-2015年信息化运行维护与应用支持 (院其他任务)
外青—Alaa halawani (院其他任务)
中科院外籍特聘青年科学家A类Pavan Bajaji (中国科学院任务)

高通量基因测序技术及应用
深港创新圈网格节点
海量数据处理及生物信息系统的开发应用

车载传感器网络出租车管理示范
基于凤凰云的跨语言文化传播服务平台
多模数据集成、高效计算引擎及数字仿真验证系统
深圳市气象局高性能计算机解决方案服务项目

担任社会职务或专家评审机构
联系方式
sz.feng@siat.ac.cn
中国科学院深圳先进技术研究院F栋  1103办公室
深圳市南山区西丽大学城学苑大道1068号  数字所  高性能中心

中国科学院深圳先进技术研究院 粤ICP备09184136号-3

地址:深圳市南山区西丽深圳大学城学苑大道1068号

邮编:518055 联系电子邮箱:cx.zeng@siat.ac.cn