Publications

  1. Support vector machines, data reduction and approximate kernel matrices. XuanLong Nguyen, Ling Huang, and Anthony D. Joseph. To appear in Proceedings of European Conference on Machine Learning (ECML), Belgium, September, 2008.
  2. Compromising PCA-based Anomaly Detectors for Network-Wide Traffic. Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Nina Taft and Doug Tygar. UC Berkeley Technical Report No. UCB/EECS-2008-73 , May, 2008.
  3. Approximate Decision Making in Large-Scale Distributed Systems. Ling Huang, Minos Garofalakis, Anthony D. Joseph and Nina Taft. In NIPS Workshop: Statistical Learning Techniques for Solving Systems Problems (MLSys). Vancouver, B.C, December 2007.
  4. Communication-Efficient Tracking of Distributed Cumulative Triggers. Ling Huang, Minos Garofalakis, Anthony D. Joseph and Nina Taft. In Proceedings of the International Conference on Distributed Computing Systems (ICDCS'07). Toronto, Canada, June 2007.
  5. Communication-Efficient Online Detection of Network-Wide Anomalies. Ling Huang, XuanLong Nguyen, Minos Garofalakis, Joseph Hellerstein, Anthony D. Joseph, Michael Jordan and Nina Taft. In Proceedings of the 26th Annual IEEE Conference on Computer Communications (INFOCOM'07). Anchorage, Alaska, May 2007.
  6. In-Network PCA and Anomaly Detection, [longer version]. Ling Huang, XuanLong Nguyen, Minos Garofalakis, Anthony Joseph, Michael Jordan and Nina Taft. In Advances in Neural Information Processing Systems (NIPS) 19. Vancouver, B.C, December 2006.
  7. Toward Sophisticated Detection With Distributed Triggers. Ling Huang, Minos Garofalakis, Joseph Hellerstein, Anthony D. Joseph and Nina Taft. In SIGCOMM 2006 Workshop on Mining Network Data (MineNet-06).
  8. Rapid Mobility via Type Indirection. Ben Y. Zhao, Ling Huang, Anthony D. Joseph and John D. Kubiatowicz. In Proceedings of the 3rd International Workshop on Peer-to-Peer Systems (IPTPS), San Diego, CA. Feb. 2004.
  9. Tapestry: A Resilient Global-scale Overlay for Service Deployment. Ben Y. Zhao, Ling Huang, Jeremy Stribling, Sen C. Rhea, Anthony D. Joseph, and John Kubiatowicz. In IEEE Journal on Selected Areas in Communications, January 2004, Vol. 22, No. 1, Pgs. 41-53.
  10. Exploiting Routing Redundancy via Structured Peer-to-Peer Overlays. Ben Y. Zhao, Ling Huang, Jeremy Stribling, Anthony D. Joseph and John D. Kubiatowicz. In Proceedings of the 11th IEEE International Conference on Network Protocols (ICNP'03), November 2003.
  11. Approximate Object Location and Spam Filtering on Peer-to-Peer Systems. Feng Zhou, Li Zhuang, Ben Zhao, Ling Huang, Anthony Joseph and John Kubiatowicz. In Proceedings of ACM/IFIP/USENIX International Middleware Conference (Middleware 2003).
  12. Brocade: Landmark Routing on Overlay Networks. Ben Y. Zhao, Yitao Duan, Ling Huang, Anthony D. Joseph, and John D. Kubiatowicz. In Proceedings of First International Workshop on Peer-to-Peer Systems (IPTPS), Cambridge, MA. March 2002.

    13. Technical Reports

  13. Support vector machines, data reduction and approximate kernel matrices. XuanLong Nguyen, Ling Huang, and Anthony D. Joseph. SAMSI Technical report No. 2008-3, April, 2008.
  14. Communication-Efficient Tracking of Distributed Cumulative Triggers. Ling Huang, Minos Garofalakis, Anthony D. Joseph and Nina Taft. UC Berkeley Technical Report No. UCB/EECS-2006-139, 2006.
  15. Probabilistic Data Aggregation in Distributed System. Ling Huang, Ben Y. Zhao, Anthony D. Joseph and John D. Kubiatowicz. UC Berkeley Technical Report No. UCB/EECS-2006-11, 2006.
  16. Exploiting Routing Redundancy Using a Wide-area Overlay. Ben Y. Zhao, Ling Huang, Anthony D. Joseph and John D. Kubiatowicz. UC Berkeley Technical Report No. UCB/CSD-02-1215, 2002.
  17. Construction of Blending Surfaces. Ling Huang and Xinxiong Zhu. Technical Report, HZ-TMSurf-Huang04, Beijing University of Aeronautics & Astronautics, 2000.
  18. A Practical Algorithm for Surface/Surface Intersection. Ling Huang and Xinxiong Zhu. Technical Report, HZ-TMSurf-Huang03, Beijing University of Aeronautics & Astronautics, 1997.
  19. A Surface Interpolating Method for 3D Curves-Nets. Ling Huang, Jian Feng Zhen, Xinxiong Zhu and LeiYi. Technical Report, HZ-TMSurf-Huang02, Beijing University of Aeronautics & Astronautics, 1996.
  20. An Approach for Approximating Arbitrary Curves by NURBS. Ling Huang, Jian Feng Zhen and Xinxiong Zhu. Technical Report, HZ-TMSurf-Huang01, Beijing University of Aeronautics & Astronautics, 1995.