Jin Cao

• 1997: Ph.D in Statistics, McGill University, Montreal, Canada.
• 1993: B.Sc in Applied Mathematics, Tsinghua University, Beijing, China.

• K. J. Worsley, D. MacDonald, J. Cao, Kh. Shafie and A. C. Evans (1996). Statistical
  analysis of cortical surfaces, NeuroImage, Vol. 3, No. 3, S108.
• J. Cao, K. J. Worsley, C. Liu, L. Collins, and A. C. Evans (1997). New statistical results
  for the detection of brain structural and functional change using random field theory,
  NeuroImage, Vol. 5, No. 4, 512.
• J. Cao and K. J. Worsley (1999). The geometry of the Hotelling’s T2 random field with
  applications to the detection of shape changes, Annals of Statistics, Vol. 27, No. 3,
  925-942.
• J. Cao (1999). The size of connected components of the excursion set of 2, t and F fields,
  Advances in Applied Probability, Vol. 31, 579-595.
• J. Cao and K. J. Worsley (1999). The geometry of correlation fields with an application to
  functional connectivity of the brain, Annals of Applied Probability, 1999, Vol. 9, No.
  4, 1021-1057.
• J. Cao and K. J.Worsley (1999). Applications of Random Fields in Human Brain Mapping,
  Proceedings of CRM Workshop on Statistics of Brain Mapping.
• J. Cao, D. Davis, S. Vander Wiel and B. Yu (2000). Time-varying network tomography:
  router link data, the Journal of American Statistics Association.
• J. Cao, W. S. Cleveland, D. Lin, D. X. Sun (2001). On the Nonstationarity of Internet
  Traffic, Proceedings of ACM Sigmetrics ‘01, 102-112.
• J. Cao, W. S. Cleveland, D. Lin, and D. X. Sun (2002). Internet Traffic: Statistical Mul-
  tiplexing Gains. DIMACS Workshop on Internet and WWW Measurement, Mapping
  and Modeling, 2002.
• J. Cao, W. S. Cleveland and D. X. Sun (2002). S-Net: A Software System for Analyzing
  Packet Header Databases. Passive and Active Measurement Workshop, 2002.
• J. Cao, W. S. Cleveland, D. Lin, and D. X. Sun (2002). Internet Traffic Tends Toward
  Poisson and Independent as the Load Increases. Nonlinear Estimation and Classifica-
  tion, eds. C. Holmes, D. Denison, M. Hansen, B. Yu, and B. Mallick, Springer, New
  York.
• JIN CAO 4
• J. Cao and K. Ramanan (2002). A Poisson Limit for Buffer Overflow Probabilities. Infocom

2002.

• J. Cao, W. S. Cleveland, and D. X. Sun (2003). The S-Net System for Internet Packet
  Streams: Strategies for Stream Analysis and System Architecture. Journal of Compu-
  tational and Statistical Graphics: Special Issue on Streaming Data, 12:865-892.
• J. Cao, W. S. Cleveland, Y. Gao, K. Jeffay, F. D. Smith and M. Weigle (2004). Stochastic
  Models for Generating Synthetic HTTP Source Traffic. Infocom 2004.
• J. Cao, W. S. Cleveland, and D. X. Sun (2005). A Statistical Model for Allocating Band-
  width to Best-Effort Internet Traffic. Statistical Science, 19, no. 3, 518-543.
• M. Andrews, J. Cao, J. Hall, J. McGowan and D. Mitra (2006). Measuring Human Satis-
  faction in Data Networks. Infocom 2006.
• T. Bu, J. Cao and A. Chen (2007). Network tomography: Identifiability and Fourier
  Domain Estimation. Infocom 2007.
• T. Bu, J. Cao, A. Chen and P.C. Lee (2007). A fast and compact method for unveiling
  significant patterns in high speed networks. Infocom 2007.
• A. Chen and J. Cao. Method of 1-D projections for network tomography. IMS Lecture
  Notes in Statistics, Vardi Volume, 2007.
• A. Chen, J. Cao and T. Bu. A Simple and Efficient Estimation Method for Stream Expres-
  sion Cardinalities. Very Large Data Bases 2007.
• N. Bila, J. Cao, R. Dinoff, T.K. Ho, R. Hull, B. Kumar and P. Santos. Mobile User Profile
  Acquisition Through Network Observables and Explicit User Queries, MDM 2008.
• N. Bila, J. Cao, R. Dinoff, T.K. Ho, B. Kumar, D. Lieuwen and P. Santos, Intuitive Network
• Applications: Learning User Context and Behavior, Bell Labs Technical Journal 2008.
  J. Cao, A. Chen, I.Widjaja, N. Zhou. Online Identification of Applications Using Statistical
  Behavior Analysis. GLOBECOM 2008.
• A. Chen, L. Li and J. Cao. Estimating cardinality distributions in network traffic. ACM
  SIGMETRICS (Extended Abstract), pages 459 - 460, 2008.
• J. Cao, Y. Jin, A. Chen, T. Bu and Z. L. Zhang. Identifying high cardinality internet hosts.
  IEEE INFOCOM, 2009.
• A. Chen, L. Li and J. Cao. Tracking cardinality distributions in network traffic. IEEE
  INFOCOM, 2009.
• J. Cao, A. Chen, T. Bu, A. Buvaneswari. Monitoring Time-Varying Network Streams Using
  State-Space Models. IEEE INFOCOM MiniConference, 2009.
• JIN CAO 5
• A. Chen and J. Cao. Distinct counting with a self-learning bitmap. International Conference on 
  Data Engineering (ICDE), 2009.
• J. Cao, L. Li, A. Chen and T. Bu. Incremental Tracking of Multiple Quantiles for Network
  Monitoring in Celluar Networks. Mobicom Workshop 2009.
  Tracking Quantiles of Network Data Streams with Dynamic Operations, IEEE INFOCOM
  2010 Miniconference.
• A. Chen, J. Cao and L. Li. Tracking Long Duration Flows. IEEE INFOCOM 2010 Mini-
  conference.
• N. Jiang, J. Cao, Y. Jin, L. Li and Z. L. Zhang. Identifying Suspicious Activities through
  DNS Failure Graph Analysis. IEEE ICNP 2010.
  T. Bu, J. Cao, A. Chen and P.C. Lee. Sequential Hashing: A Flexible Approach for Un-
  veiling Significant Patterns in High Speed Networks, Journal of Computer Networking
  2011.
• J. Cao, A. Chen and P. C. Lee. Modeling Time Correlation in Passive Network Loss
  Tomography. Dependable Systems and Networks 2011.
• J. Cao, H. Gao, L. Li and B. Friedman. Enterprise Social Network Analysis and Modeling:
  A Tale of Two Graphs. IEEE INFOCOM 2012.
• S. Chen, T. K. Ho, A. Vyas, J. Cao and J. Spiess. A Multi-Layer Dynamic Model for
  Customer Experience Analysis. Bell Labs Technical Journal, 2013.
  B. D. Friedman, M. J. Burns and J. Cao, Enterprise Social Networking Data Analytics
  Within Alcatel-Lucent. Bell Labs Technical Journal, 2013.

• “Method for Estimating the Traffic Matrix of a Communication Network”, J. Cao, D. Davis, S. Vander Wiel and B. Yu. U.S. Patent Number 6785240. 
• “Method and Apparatus for Allocating Link Bandwidth as Function of Qos Requirement”, J. Cao, W. S. Cleveland and D. X. Sun, filed.
• “Multi-Path Routing Using Intra-flow splitting”, J. Cao, M. Alicherry, C. Phadke and V. Poosala, Alicherry 17-3-19-12-35, filed on 06/28/2005.
• “System and Method for Estimating Network Tomography”, T. Bu, J. Cao and A. Chen,filed.
• “Scalable Methods For Detecting Significant Traffic Patterns In A Data Network”, T. Bu, J. Cao, A. Chen, P. Lee, filed.
• “Identifying high cardinality internet hosts”, T. Bu, J. Cao, and A. Chen, filed.
• “Monitoring Time-Varying Network Streams Using State-Space Models”, J. Cao, A. Chen, A. Buvaneswari and T. Bu, filed.
• “Probabilistic Aggregation Over Distributed Data Streams”, T. Bu, J. Cao and A. Chen.Filed.
• “Efficient Probabilistic Counting Scheme For Stream-Expression Cardinalities”, T. Bu, J.Cao and A. Chen. Filed.
  JIN CAO 7
• “Estimating Cardinality Distributions In Network Traffic”, J. Cao, A. Chen and L. Li.Filed.
• “Counting Number Of Distinct Items With A Self-Learning Bitmap, J. Cao and A. Chen.Filed.
• “Tracking Long Duration Network Flows Online”, J. Cao, A. Chen and L. Li. Filed.
• “Incremental Quantile Estimation With Deletion”, J. Cao, A. Chen and L. Li. Filed. 2009.
• “Adaptive Distant Counting for Network-Traffic Monitoring and Other Applications”, J.Cao and A. Chen. Filed.
• “System and Method for Detection of Domain-Flux Botnets and the Like”, N. Jiang, J.Cao and L. Li. Filed.
• Cellular Root Cause Analysis using UTRAN Performance Counters. T. Bu, J. Cao, L. Li, and S. Sanders. Filed.
• “Estimation Method for Loss Rates in a Packetized Network”, T. Bu and J. Cao, 2010, filed, 805109.
• “LTE Congestion Alert Algorithm for WNG”. T. Bu, J. Cao and S. Sanders. Filed.
• “System and Method of Determining Enterprise Social Network Usage”, J. Cao, B. Friedman, H. Gao and L. Li. Filed.