Haifeng Chen

Role: Other
Affiliation: UIUC
Title: Research Staff Member
Company: NEC Laboratories America
Email: haifeng [AT] nec [HYPHEN] labs [DOT] com
I am a research staff member at NEC Laboratories America in Princeton, New Jersey, working on solutions to simplify and automate the management of real-world networking and distributed systems. The system scalability, complexity, heterogeneity, and dynamisity are main challenges in my research. I am interested in using statistical learning theory, control theory, and information theory to deal with those issues. For details, please read my recent papers. Some key words related to my research interests: autonomic computing, distributed systems, machine learning, data mining, optimal control, robust statistics, computer vision.

Author of 1 resource

  1. Jing Gao, Guofei Jiang, Haifeng Chen, Jiawei Han, "Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems", InProceedings, 2009 Int. Conf. on Distributed Computing Systems, June 30, 2009, 337 downloads.