People

Name:

Xiaomeng Huang

Post:

Associate Professor

TEL:

010-62798365

Education Background

· Tsinghua University
Ph.D. in Computer Science, 2007
· Huazhong University of Science and Technology (HUST)
M.E. in Hydropower, 2003
· Wuhan University
B.E. in Electronic Engineering, 2000

Work Experience

11/2011~present, Associate Professor, Department for earth system science, Tsinghua University
10/2010~10/2011, Assistant Professor, Center for earth system science, Tsinghua University
6/2009~9/2010, Assistant Professor, Department of Computer Science, Tsinghua University
6/2007~5/2009, Postdoctor,   Department of Computer Science, Tsinghua University

Research Interests

My research interests include ocean model, parallel computing, big data and artificial intelligence. I developed an automatically parallel operator library (OpenArray) for ocean models, a regional ocean model (GOMO) based on general operator, a highly scalable solver (P-CSI) for ocean circulation models and a high-speed input/output library for climate models. These work can improve the computing and simulating efficiency of ocean models remarkably.

Awards & Honors

Selected Publications

[1] Chen, Y., Lu, Y., Zhao, P., Xu, F., Huang, X., and Huang, X.(*) (2019). Seasonal and interannual variations of sea temperature influenced by Galápagos Islands in eastern tropical Pacific Ocean. Journal of Geophysical Research: Oceans, 124. https://doi.org/ 10.1029/2018JC014523.
[2] ChaoQing Yu, Xiao Huang, Han Chen, H. Charles J. Godfray, Jonathon S. Wright, Jim W. Hall, Peng Gong, ShaoQiang Ni, ShengChao Qiao, GuoRui Huang, YuChen Xiao, Jie Zhang, Zhao Feng, XiaoTang Ju, Philippe Ciais, Nils Chr. Stenseth, Dag O. Hessen, ZhanLi Sun, Le Yu, WenJia Cai, HaoHuan Fu, XiaoMeng Huang, Chi Zhang, HongBin Liu & James Taylor(2019). Managing nitrogen to restore water quality in China. Nature. volume 567, pages516–520.
[3] Chen, D., Guo, J., Yao, D., Lin, Y., Zhao, C., Min, M., Xu, H., Liu, L., Huang, X., Chen, T., and Zhai P.(2019). Mesoscale convective systems in the Asian monsoon region from Advanced Himawari Imager: Algorithms and preliminary results. Journal of Geophysical Research: Atmospheres, 124, 2210–2234. https://doi.org/ 10.1029/2018JD029707.
[4] Meizhao, L., Hui, L., Kun, Y., Zhongfeng, X., Meixia, L., and Xiaomeng, H.(2018). Assessment of runoff components simulated by gldas against unh-grdc dataset at global and hemispheric scales. Water, 10(8), 969-.
[5] Chengwei Li, Hui Lu,Kun Yang, Menglei Han, Jonathon S. Wright, Yingying Chen, Le Yu , Shiming Xu, Xiaomeng Huang and Wei Gong. The Evaluation of SMAP Enhanced Soil Moisture Products Using High-Resolution Model Simulations and In-Situ Observations on the Tibetan Plateau. Remote Sensing. 2018, 10(4), 535.
[6] Yidi Xu, Le Yu, Dailiang Peng, Xueliang Cai, Yuqi Cheng, Jiyao Zhao, Yuanyuan Zhao, Duole Feng, Kwame Hackman, Xiaomeng Huang, Hui Lu, Chaoqing Yu & Peng Gong (2018) Exploring the temporal density of Landsat observations for cropland mapping: experiments from Egypt, Ethiopia, and South Africa, International Journal of Remote Sensing, 39(21), 7328-7349.
[7] Huang, X. (*), Hu, C. Huang, X., Chu, Y., Tseng, Y., Zhang, G., Lin, Y.(2018). A long-term tropical mesoscale convective systems dataset based on a novel objective automatic tracking algorithm. Climate Dynamics. https://doi.org/10.1007/s00382-018-4071-0 .
[8] Tseng, Y. H., Ding, R., & Huang, X.(*)(2017). The warm blob in the northeast pacific—the bridge leading to the 2015/16?El Ni?o. Environmental Research Letters, 12(5), 054019.
[9] Liu, F., Guo, J., Huang, X., & Lui, J. C. S. (2017). eBA: efficient bandwidth guarantee under traffic variability in datacenters. IEEE/ACM Transactions on Networking, 25(1), 506-519.
[10] Li, C., Lu, H., Yang, K., Wright, J. S., Yu, L., Chen, Y., Huang, X., Xu, S. (2017). Evaluation of the common land model (CoLM) from the perspective of water and energy budget simulation: towards inclusion in CMIP6. Atmosphere, 8.
[11] Fu, H., Gan, L., Yang, C., Xue, W., Wang, L., & Wang, X.,Huang,X., Yang, G. (2017). Solving global shallow water equations on heterogeneous supercomputers. Plos One, 12(3), e0172583.
[12] Zhao, J., Tian, F., Ni, Y., & Huang, X. (2017). DR-induced escape of O and C from early MARS. Icarus, 284.
[13] Huang, X. (*), Tang, Q., Tseng, Y., Hu, Y., Baker, A. H., Bryan, F. O., Dennis, J., Fu, H., and Yang, G. (2016). P-CSI v1.0, an accelerated barotropic solver for the high-resolution ocean model component in the Community Earth System Model v2.0, Geosci. Model Dev., 9, 4209-4225, doi:10.5194/gmd-9-4209-2016, 2016.
[14] Huang, X. (*), Ni, Y., Chen, D., Liu, S., Fu, H., & Yang, G. (2016). Czip: a fast lossless compression algorithm for climate data. International Journal of Parallel Programming, 44(6), 1-20.
[15] Baker, A. H., Hu, Y., Hammerling, D. M., Tseng, Y.-H., Xu, H., Huang, X., Bryan, F. O., and Yang, G.(2016). Evaluating statistical consistency in the ocean model component of the Community Earth System Model (pyCECT v2.0), Geosci. Model Dev., 9, 2391-2406, doi:10.5194/gmd-9-2391-2016.
[16] Qiao, F., Zhao, W., Yin, X., Huang, X., Liu, X., & Shu, Q., et al. (2016). A highly effective global surface wave numerical simulation with ultra-high resolution. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2016). IEEE Press. November 13-18, Salt Lake City, USA.
[17] Li T., F. Tian, Y. Wang, W. Wan, Huang, X.(2016). Distinguishing a Hypothetical Abiotic Planet-Moon System from a Single Inhabited Planet. The Astrophysical Journal Letters. 817, L15.
[18] Fu, H., Liao, J., Xue, W., Wang, L., Chen, D., Gu, L., Xu J., Ding, N., Wang, X., He, C., Xu, S., Liang, Y., Fang, J., Xu, Y., Zheng, W., Xu, J., Zheng Z., Wei, W., Ji, X., Zhang, H., Cheng, B., Li, K., Huang, X., Chen, W., & Yang, G. (2016). Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2016). IEEE Press, November 13-18, Salt Lake City, USA.
[19] Fu, H., Liao, J., Yang, J., Wang, L., Song, Z., & Huang, X., et al. (2016). The sunway taihulight supercomputer: system and applications. Science China Information Sciences, 59(7), 1-16.
[20] Wang, X., Wang, G., & Huang X. (2016). The application of scientific big data in the research of global climate change. Climate Change Research, 12(4), 313-321.
[21] Xu, S., Huang, X. (*), Oey, L. Y., Xu, F., Fu, H., & Zhang, Y., et al. (2015). Pom.gpu-v1.0: a gpu-based princeton ocean model. Geoscientific Model Development, 8(9), 2815-2827.
[22] Hu, Y., Huang, X (*)., Baker, A. H., Tseng, Y. H., Bryan, F. O., & Dennis, J. M., et al. (2015). Improving the scalability of the ocean barotropic solver in the community earth system model. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2015). IEEE Press, Austin, TX, USA.
[23] Liu, S., Huang, X., Fu, H., Yang, G., & Song, Z. (2015). Data reduction analysis for climate data sets. International Journal of Parallel Programming, 43(3), 508-527.
[24] Gan, L., Fu, H., Luk, W., Yang, C., Xue, W., & Huang, X., et al. (2015). Solving the global atmospheric equations through heterogeneous reconfigurable platforms. ACM Transactions on Reconfigurable Technology & Systems, 8(2), 1-16.
[25] Fu, H., Wang, Y., Um, E. S., Fang, J., Wei, T., & Huang, X., Yang, G. (2015). A parallel finite-element time-domain method for transient electromagnetic simulation. Geophysics, 80(4), E213-E224.
[26] Huang, X. (*), Wang, W., Fu, H., Yang, G., Wang, B., & Zhang, C. (2014). A fast input/output library for high-resolution climate models. Geoscientific Model Development, 7(1), 93-103.
[27] Ruan, H., Huang, X., Fu, H., & Yang, G.. (2014). A fully pipelined probability density function engine for gaussian copula model. Tsinghua Science and Technology, 19(2), 194-202.
[28] Xu, S., Huang, X. (*), Zhang, Y., Hu, Y., & Yang, G. (2014). A customized GPU acceleration of the princeton ocean model. In Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors (ASAP 2014). IEEE press. Zurich, Switzerland.
[29] Zhang, C., Huang, X. (*), Hu, Y., Xu, S., Fu, H., & Yang, G. (2014). CFIO2: Overlapping Communications and I/O with Computations Using RDMA Technology. In Proceedings of the Network and Parallel Computing. Springer Berlin Heidelberg. Ilan, September 18-20, Taiwan, China.
[30] Guo, J., Liu, F., Huang, X., Lui, J., Hu, M., Gao, Q., & Jin, H. (2014). On efficient bandwidth allocation for traffic variability in datacenters. In Proceedings of the IEEE Conference on Computer Communications (INFOCOM 2014). IEEE Press. Toronto, Canada. April 27-May 2, Toronto, Canada.
[31] Xu, S., Huang, X. (*), Zhang, Y., Hu, Y., Fu, H., & Yang, G. (2014). Porting the Princeton Ocean Model to GPUs. In Proceedings of the International Conference for Algorithms and Architectures for Parallel Processing (ICA3PP 2014). Springer International Publishing. August 24-27, Dalian, China.
[32] Geng, Y., Huang, X., & Yang, G. (2014). SwiftArray: Accelerating queries on multidimensional arrays. Tsinghua Science and Technology, 19(5), 521-530.
[33] Geng, Y., Huang, X. (*), & Yang, G. (2014). Adaptive Indexing for Distributed Array Processing. In Big Data. In Proceedings of the IEEE International Congress on Big Data (BigData 2014). IEEE. , June 27-July 2, Anchorage, Alaska, USA.
[34] Liu, S., Huang, X. (*), Ni, Y., Fu, H., & Yang, G. (2014). A high performance compression method for climate data. In Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2014). IEEE Press. August 26-28, Milan, Italy.
[35] You, Y., Fu, H., Song, S. L., Dehnavi, M. M., Gan, L., Huang, X., & Yang, G. (2014). Evaluating multi-core and many-core architectures through accelerating the three-dimensional Lax–Wendroff correction stencil. International Journal of High Performance Computing Applications, 28(3), 301-318.
[36] Fu, H., Gan, L., Clapp, R. G., Ruan, H., Pell, O., Mencer, O., Flynn M., Huang, X. & Yang, G. (2014). Scaling Reverse Time Migration Performance through Reconfigurable Dataflow Engines. IEEE Micro, 34(1), 30-40.
[37] Hu, Y., Huang, X., Wang, X., Fu, H., Xu, S., Ruan, H., ... & Yang, G. (2013). A scalable barotropic mode solver for the parallel ocean program. In Proceedings of the International Conference on Euro-Par Parallel Processing (Euro-Par 2013). Springer Berlin Heidelberg. August 26-30, Aachen, Germany.
[38] Ruan, H., Huang, X. (*), Fu, H., Yang, G., Luk, W., Racaniere, S., ... & Han, W. (2013). An FPGA-Based Data Flow Engine for Gaussian Copula Model. In Proceedings of the International Symposium on the Field-Programmable Custom Computing Machines (FCCM 2013). IEEE Press. April 28-30, Seattle, Washington, USA.
[39] Liu, S., Huang, X. (*), Fu, H., & Yang, G. (2013). Understanding data characteristics and access patterns in a cloud storage system. In Proceedings of the IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2013). IEEE Press. May 13-16, Delft, The Netherlands.
[40] Huang, X. (*), Pan, T., Ruan, H., Fu, H., & Yang, G. (2013). Parallel Buffer Generation Algorithm for GIS. Journal of Geology & Geosciences, 2(115), 2.
[41] Zhu, M., Huang, X. (*), Liu, S., Fu, H., Fang, Q., & Yang, G. (2013). Optimize Multidimensional Arrays Queries with Heterogeneous Replica Method. In Proceedings of the International Conference on Networking, Architecture and Storage (NAS 2013). IEEE Press. July 17-19, Xi’An, China.
[42] Wang, W., Huang, X. (*), Fu, H., Hu, Y., Xu, S., & Yang, G. (2013). CFIO: A Fast I/O Library for Climate Models. In Proceedings of the IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2013). IEEE Press. July 16-18, Melbourne, Australia.
[43] Geng, Y., Huang, X. (*), Zhu, M., Ruan, H., & Yang, G. (2013). SciHive: Array-based query processing with HiveQL. In Proceedings of the IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2013). IEEE Press. July 16-18, Melbourne, Australia.
[44] Liu, S., Huang, X. (*), Ni, Y., Fu, H., & Yang, G. (2013). A Versatile Compression Method for Floating-Point Data Stream. In Proceedings of the IEEE International Conference on Networking and Distributed Computing (ICNDC 2013). IEEE Press. December 21, Hong kong, China.
[45] Peng Gong, Jie Wang, Le Yu, Yongchao Zhao, Yuanyuan Zhao, Lu Liang, Zhenguo Niu, Xiaomeng Huang, Haohuan Fu, Shuang Liu, Congcong Li, Xueyan Li, Wei Fu, Caixia Liu, Yue Xu, Xiaoyi Wang, Qu Cheng, Luanyun Hu, Wenbo Yao, Han Zhang, Peng Zhu, Ziying Zhao, Haiying Zhang, Yaomin Zheng, Luyan Ji, Yawen Zhang, Han Chen, An Yan, Jianhong Guo, Liang Yu, Lei Wang, Xiaojun Liu, Tingting Shi, Menghua Zhu, Yanlei Chen, Guangwen Yang, Ping Tang, Bing Xu, Chandra Giri, Nicholas Clinton, Zhiliang Zhu, Jin Chen, Jun Chen. (2013). Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data. International Journal of Remote Sensing, 34(7), 2607-2654.
[46] Bin Wang, Mimi Liu, Yongqiang Yu, Lijuan Li, Pengfei Lin, Li Dong, Li Liu, Jiping Liu, Wenyu Huang, Shiming Xu, Si Shen, Ye Pu, Wei Xue, Kun Xia, Yong Wang, Wenqi Sun, Ning Hu, Xiaomeng Huang, Hailong Liu, Weipeng Zheng, Bo Wu, Tianjun Zhou, Guangwen Yang. (2013). Preliminary evaluations of FGOALS-g2 for decadal predictions. Advances in Atmospheric Sciences, 30, 674-683.
[47] Lijuan Li, Pengfei Lin, Yongqiang Yu, Bin Wang, Tianjun Zhou, Li Liu, Jiping Liu, Qing Bao, Shiming Xu, Wenyu Huang, Kun Xia, Ye Pu, Li Dong, Si Shen, Yimin Liu, Ning Hu, Mimi Liu, Wenqi Sun, Xiangjun Shi, Weipeng Zheng, Bo Wu, Mirong Song, Hailong Liu, Xuehong Zhang, Guoxiong Wu, Wei Xue, Xiaomeng Huang, Guangwen Yang, Zhenya Song, Fangli Qiao. (2013). The flexible global ocean-atmosphere-land system model, Grid-point Version 2: FGOALS-g2. Advances in Atmospheric Sciences, 30, 543-560.
[48] Gan, L., Fu, H., Luk, W., Yang, C., Xue, W., Huang, X., Zhang, Y. & Yang, G. (2013). Accelerating solvers for global atmospheric equations through mixed-precision data flow engine. In Proceedings of the International Conference on Field Programmable Logic and Applications (FPL 2013). IEEE Press. September 2-4, Porto, Portugal.
[49] You, Y., Fu, H., Huang, X., Song, G., Gan, L., Yu, W., & Yang, G. (2013). Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC. In Proceedings of the International Conference on Parallel and Distributed Processing Symposium Workshops (IPDPSW 2013). IEEE Press. May 20-24, Boston, USA.
[50] Chen, C. Huang, X. (*), Fu, H., Yang, G. (2012). The Chunk-Locality Index: An Efficient Query Method for Climate Datasets. In Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012 IEEE 26th International(pp. 2104 - 2110). IEEE. May 20-24, Boston, USA.
[51] Wen, H., Lin, C., Ren, F., Zhou, J., Yue, Y., & Huang, X. (2012). Retransmission or redundancy: Transmission reliability study in wireless sensor networks. Science China Information Sciences, 55(4), 737-746.
[52] Yang, G., Jiang, J., & Huang, X.(2012). Data Management in the Cloud: System and Practice. e-Science Technology & Application, 3, 18-25.
[53] Xu, P., Wu, Y., Huang, X., Yang, G., & Zheng, W. (2011). Optimizing write operation on replica in data grid. Science China Information Sciences, 54(1), 1-11.
[54] Wu, Y., Gang, C., Liu, J., Fang, R., Huang, X., Yang, G., & Zheng, W. (2011). Automatically constructing trusted cluster computing environment. The Journal of Supercomputing, 55(1), 51-68.
[55] Wang, Y., Lin, C., Ungsunan, P. D., & Huang, X. (2011). Modeling and survivability analysis of service composition using Stochastic Petri Nets. The Journal of Supercomputing, 56(1), 79-105.
[56] Huang, X. (*), Wu, Y., Yang, G., Zheng, W., & Jiang, J. (2010). Distributed bandwidth allocation based on alternating evolution algorithm. Journal of Parallel and Distributed Computing, 70(5), 547-557.
[57] Huang, X. (*), Jiang, N., & Yang, G. (2010). A cross-layer flow control algorithm over HSDPA networks. In Proceeding of IEEE International Conference on Wireless Communications, Networking and Information Security (WCNIS 2010). IEEE Press. June 25-27, Beijing, China.
[58] Xu, C., Huang, X. (*), Wu, N., Sun, L., & Yang, G. (2010). Performance testing and analysis to storage medium of distributed file system. Chinese Journal of Computers, 33(10), 1873-1880.
[59] Xu, P., Xu, C., Huang, X. (*), Wu, N., Liu, S., &Yang, G. (2010). CarrierFS: a virtual memory based distributed file system. Journal of Huazhong University of Science & Technology (Natural Science Edition), 38(1), 37-42.
[60] Xu, C., Huang, X. (*), Wu, N., Xu, P., & Yang, G. (2010, November). Using memcached to promote read throughput in massive small-file storage system. In Proceeding of the International Conference on Grid and Cooperative Computing (GCC 2010) IEEE Press. November 1-5, Nanjing, China.
[61] Zheng, W., Xu, P., Huang, X. (*), & Wu, N. (2010). Design a cloud storage platform for pervasive computing environments. Cluster Computing, 13(2), 141-151.
[62] Xu, P., Zheng, W., Wu, Y., Huang, X. (*), & Xu, C. (2010). Enabling cloud storage to support traditional applications. In Proceeding of the Annual ChinaGrid Conference (ChinaGrid 2010). IEEE Press. July 16-18, Guangzhou, China.
[63] Wu, Y., & Huang, X. (2009). Cloud Storage. Communications of the CCF, 5(6), 44-52.
[64] Ni, J., Huang, X. (*), Xu, W., & Yang, G. (2009). FRB: File Resource Broker for Integrating Heterogeneous File Resources. In Proceeding of the International Conference on Grid and Cooperative Computing (GCC 2009). IEEE Press. August 27-29, Lanzhou, China.
[65] Chen, S., Huang, X. (*), Xu, P., & Zheng, W. (2009). Distributed metadata management based on hierarchical bloom filters in data grid. In Proceeding of the Annual ChinaGrid Conference (ChinaGrid 2009). IEEE Press. August 21-22, Yantai, China.
[66] Huang, X. (*), Ren, F., Yang, G., Wu, Y., Zhen, W., & Lin, C. (2008). End-to-end congestion control for high speed networks based on population ecology models. In Proceeding of the International Conference on Distributed Computing Systems (ICDCS 2008). IEEE Press. July 17-20, Beijing, China.
[67] Ren, F.,Huang, X., Liu, F., & Lin, C. (2008). Improving TCP throughput over HSDPA networks. IEEE Transactions on Wireless Communications, 7(6), 1993-1998.
[68] Shang, S., Jiang, J., Huang, Z., Huang, X., Yang, G., Zheng, W., & Yu, L. (2008). A Grid Workflow Framework with High Scalability and Usability. In Proceeding of the International Conference on Grid and Cooperative Computing (GCC 2008) IEEE Press. October 24-26, Shenzhen, China.
[69] Xu, W., Li, J., Wu, Y., Huang, X., & Yang, G. (2008). VDM: virtual database management for distributed databases and file systems. In Proceeding of the International Conference on Grid and Cooperative Computing (GCC 2008) IEEE Press. October 24-26, Shenzhen, China.
[70] Huang, X. (*), Lin, C., Ren, F., Yang, G., Ungsunan, P. D., & Wang, Y. (2007, October). Improving the convergence and stability of congestion control algorithm. In Proceeding of the IEEE International Conference on Network Protocols (ICNP 2007). IEEE Press. October 16-19, Beijing, China.
[71] Huang, X. (*), Lin, C., & Ren, F. (2007). A novel high speed transport protocol based on explicit virtual load feedback. Computer Networks, 51(7), 1800-1814.
[72] Wen, H., Lin, C., Ren, F., Yue, Y., & Huang, X. (2007, October). Retransmission or redundancy: transmission reliability in wireless sensor networks. In Proceeding of the International Conference on Mobile Adhoc and Sensor Systems (MASS 2007). October 8-11, Pisa, Italy.
[73] Ouyang, Y., Lin, C., Ren, F., Yang, H., Huang, X., & Liu, T. (2007). Design and analysis of a backpressure congestion control algorithm in wireless sensor network. In Proceeding of the International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2007). IEEE. December 3-16, Adelaide, Australia.
[74] Huang, X. (*), Chuang, L. I. N., & Fengyuan, R. E. N. (2006). Generalized modeling and stability analysis of highspeed TCP and scalable TCP. IEICE Trans. on Communications, 89(2), 605-608.
[75] Huang, X. (*), Lin, C., &Ren, F. (2006). Study of high-speed transmission protocol. Chinese Journal of Computers, 29(11), 111-120.
[76] Ren, F., Lin, C., & Huang, X. (2005). TCC: A two-category classifier for AQM routers supporting TCP flows. IEEE Communications Letters, 9(5), 471-473.
[77] Ren, F., Lin, C., & Huang, X. (2005). An Explicit Criterion of Adaptive Virtual Queue Algorithm. IEICE Trans. on Communications. E88-B(9):3768-3771.
[78] Huang, X. (*), & Liu L. (2004). Design and realization of a remote control system based on Web. Computer Engineering & Science, 26(2), 97-98.
[79] Ren, F., Lin, C., Huang, X., & Liu, W. (2004). A Classifier Implementation for Active Queue Management Algorithm. Acta Electronica Sinica, 32(11), 1796-1800.
[80] Ren, F., Yin, X., Huang, X., & Lin, C. Design a Binary Controller to Enhance the End-to-End Congestion Control. IEEE Communications Letters. 2006, 10(12):858-860.
[81] Yin, H., Lin, C., Cui, T., Huang, X., & Tan, Z. X. (2004). A novel multiple time scale congestion control scheme for multimedia traffic. In Proceeding of the Advances in Multimedia Information Processing (PCM 2004). Springer Berlin Heidelberg. November 20-December 3, Tokyo, Japan.
[82] Huang, X. (*), Lin, C., Ren, F., & Yin, H. (2004). Highspeed tcp modeling and analysis. In Proceeding of the International Conference on Broadband Networks (Broadnets 2004). IEEE Press. October 24-29, San Jose, USA.