H. Chen, W. Zhang and G. Jiang, Experience Transfer for the Configuration Tuning in Large
Scale Computing Systems, to appear in IEEE Trans. on Knowledge and Data Engineering.
X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng and K. Yoshihira, Understanding
Internet Video Sharing Site Workload: A View from Data Center, Journal of Visual
Communication and Image Representation (Elsevier), 2009.
H. Zhang, H. Chen, G. Jiang, X. Meng, and K. Yoshihira, Fast Indexing for
Large-scale Networked system Modeling, Journal of Networks (Academy), 2009.
H. Zhang, G. Jiang, K. Yoshihira, H. Chen and A. Saxena, Intelligent Workload Factoring
for a Hybrid Cloud Computing Model, International Workshop on Cloud Services, Los Angeles,
California, July, 2009.
G. Jiang, H. Chen, K. Yoshihira and A. Saxena, Ranking the Importance of Alerts for
Problem Determination in Large Computer Systems, the 6th International ACM Conference
on Autonomic Computing (ICAC09), Barcelona, Spain, June, 2009.
H. Zhang, G. Jiang, K. Yoshihira, H. Chen and A. Saxena. Resilient Workload Manager:
Taming Bursty Workload of Scaling Internet Applications,
Industrial Session at the 6th International ACM Conference on Autonomic Computing (ICAC09), Barcelona, Spain, June, 2009.
J. Gao, G. Jiang, H. Chen and J. Han, Modeling Probabilistic Measurement Correlations
for Problem Determination in Large-Scale Distributed Systems. the 29th International
Conference on Distributed Computing Systems(ICDCS 2009), Montreal, Canada, June, 2009.
H. Chen, W. Zhang and G. Jiang, Experience Transfer for the Configuration Tuning in
Large Scale Computing Systems, short paper at the ACM SIGMETRICS/Performance,
Seattle, June, 2009.
H. Chen and G. Jiang, A Gradient Oriented Recombination Scheme for Evolution Strategies,
the 24th Annual ACM Symposium on Applied Computing (SAC), Hawaii, March, 2009.
H. Chen, G. Jiang, H. Zhang and K. Yoshihira, Boosting the Performance of Computing
Systems through Adaptive Configuration Tuning, the 24th Annual ACM Symposium
on Applied Computing (SAC), Hawaii, March, 2009.
H. Zhang, H. Chen, G. Jiang, X. Meng and K. Yoshihira, Enabling Information Confidentiality
in Publish/Subscribe Overlay Networks, To appear in Handbook on Security and Networks,
World Scientific Publishing Co., 2009.
2008
H. Chen, H. Cheng, G. Jiang, and K. Yoshihira, Exploiting Local and Global Invariants
for the Management of Large Scale Information Systems. the Eighth IEEE
International Conference on Data Mining, Pisa, Italy, Dec. 15-19, 2008.
X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng and K. Yoshihira. Measurement, Modeling, and Analysis
of Internet Video Sharing Site Workload: A Case Study, IEEE International Conference on Web Services
(ICWS 2008), Beijing, China, Sept., 2008.
G. Jiang, H. Chen and K. Yoshihira, Profiling Services for Resource Optimization and Capacity
Planning in Distributed Systems, Cluster Computing, vol. 11, pp 313-329, 2008 (Springer).
H. Chen, G. Jiang and K. Yoshihira, Monitoring High Dimensional Data for Failure Detection
and Localization in Large Scale Computing Systems, IEEE Trans. on Knowledge and Data
Engineering, vol.20, no.1, pp.13-25, 2008.
X. Meng, G. Jiang, H. Zhang, H. Chen and K. Yoshihira, Automatic Profiling of Network Event
Sequences: Algorithm and Applications, the 27th IEEE Conference on Computer Communications
(InfoCom 2008), Phoenix, AZ, April, 2008.
H. Zhang, H. Chen, G. Jiang, X. Meng and K. Yoshihira, Fast Statistical Relationship
Discovery in Massive Monitoring Data, 1st IEEE Workshop on Automated Network Management(ANM08)
in conjunction with InfoCom 2008, Phoenix, AZ, April, 2008.
X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng and K. Yoshihira, Understanding Internet Video
Sharing Site Workload: A View from Data Center Design, the 17th ACM International World Wide Web
Conference (WWW 2008), 2-page Poster, Beijing, China, April, 2008.
H. Zhang, A. Sharma, H. Chen, G. Jiang, X. Meng and K. Yoshihira, Enabling Information
Confidentiality in Publish/Subscribe Overlay Services, the 2008 IEEE International Conference on
Communications (ICC 2008), Beijing, China, May, 2008.
A. Saboori, G. Jiang and H. Chen, Autotuning Configurations in Distributed Systems for
Performance Improvements using Evolutionary Strategies,the 28th IEEE International Conference
on Distributed Computing Systems (ICDCS 2008), Beijing, China, June, 2008.
N. Jiang, G. Jiang, H. Chen and K. Yohsihira, Correlating Real-time Monitoring Data for Mobile
Network Management, the 9th IEEE International Symposium on a World of Wireless, Mobile and
Multimedia Networks(WOWMOM 2008), Newport Beach, CA, June, 2008.
2007
G. Jiang, H. Chen and K. Yoshihira, Efficient and Scalable Algorithms for Inferring Invariants
in Distributed Systems, IEEE Trans. on Knowledge and Data Engineering, vol.19, no.11, pp.1508-1523, 2007.
H. Chen, G. Jiang and K. Yoshihira, Failure Detection in Large Scale Internet Services by
Principal Subspace Mapping, IEEE Trans. on Knowledge and Data Engineering, vol.19, no.10, pp.1308-1320, 2007.
H. Chen, G. Jiang, C. Ungureanu and K. Yoshihira, Online Tracking of Component Interactions
for Failure Detection and Localization in Distributed Systems, IEEE Trans. on System,
Man and Cybernetics, Part C, vol.37, no. 4, pp 644-651, 2007.
G. Jiang, H. Chen, C. Ungureanu and K. Yoshihira, Multi-resolution Abnormal Trace Detection
Using Varied-length and Automata, IEEE Trans. on System, Man and Cybernetics, Part C,
vol.37, no.1, pp. 86-97, 2007.
H. Cheng, H. Chen, G. Jiang and K. Yoshihira, Nonlinear Feature Selection by
Relevance Feature Vector Machine, Lecture Notes in Computer Science, Volume 4571/2007,
International Conference on Machine Learning and Data Mining(MLDM-2007), Leipzig, Germany, 2007.
G. Jiang, H. Chen, C. Ungureanu and K. Yoshihira, Trace Analysis For Fault Detection
in Application Servers, Handbook of Autonomic Computing: Concepts, Infrastructure, and
Applications, edited by S. Hariri and M. Parashar, CRC Press, 2007.
2006
G. Jiang, H. Chen and K. Yoshihira, Modeling and Tracking of Transaction Flow Dynamics
for Fault Detection in Complex Systems, IEEE Trans. on Dependable and Secure
Computing, vol.3, no.4, pp.312-326, 2006.
G. Jiang, H. Chen and K. Yoshihira, Discovering Likely Invariants of Distributed Transaction
Systems for Autonomic System Management, Cluster Computing (Springer), vol.9, no.4,
pp. 385-399, 2006.
H. Chen, G. Jiang and K. Yoshihira, Fault Detection in Distributed Systems by Representative
Subspace Mapping, the 2006 International Conference on Pattern Recognition (ICPR),
Hong Kong, 2006.
H. Chen, G. Jiang and K. Yoshihira, Robust Nonlinear Dimensionality Reduction by Manifold
Learning, the 2006 International Conference on Pattern Recognition (ICPR), Hong Kong,
Hong Kong, 2006.
G. Jiang, H. Chen and K. Yoshihira, Discovering Likely Invariants of Distributed Transaction
Systems for Autonomic System Management, the 3rd International Conference on Autonomic
Computing (ICAC2006), Dublin, Ireland, 2006.
G. Zhen, G. Jiang, H. Chen and K. Yoshihira, Tracking Probabilistic Correlation of Monitoring
Data for Fault Detection and Isolation in Complex Systems, 2006 International Conference on
Dependable Systems and Networks (DSN-2006)- DCCS track, Philadelphia, PA.
H. Chen, G. Jiang, C. Ungureanu and K. Yoshihira, Combining Supervised and Unsupervised
Monitoring for System Failure Detection, the 21st Annual ACM symposium on Applied Computing
(SAC) DADS track, Dijon, France.
2005
H. Chen, G. Jiang, C. Ungureanu, K. Yoshihira. Failure Detection and Localization in Component
Based Systems by Online Tracking. the Eleventh ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining, Chicago, IL, August 2005.
G. Jiang, H. Chen, C. Ungureanu, K. Yoshihira. Multi-resolution Abnormal Trace Detection Using
Varied-length N-grams and Automata. 2nd International Conference on Autonomic Computing (ICAC 2005),
Seattle, WA, June 2005.
H. Chen, P. Meer, Robust information fusion based on adaptive mean shift.
IEEE transactions on System, Man and Cybernetics – Part B, 35, 579-586, 2005
2004 and before
H. Chen, I. Shimshoni, P. Meer. Model based object recognition by robust information fusion.
17th International Conference on Pattern Recognition (ICPR), Cambridge, United Kingdom, 23-26 August 2004.
H. Chen, P. Meer, Robust regression with projection based M-estimators.
9th International Conference on Computer Vision (ICCV), Nice, France, October 2003, 878-885.
H. Chen, P. Meer, Robust fusion of uncertain information. IEEE Workshop on Learning in
Computer Vision and Pattern Recognition, Madison, WI, June 2003.
H. Chen, P. Meer, Robust computer vision through kernel density estimation.
7th European Conference on Computer Vision (ECCV), Copenhagen, May 2002, vol. I, 236-250.
H. Chen, Robust Principal Components, Technical Report, Robust Image Understanding Laboratory, May, 2002.
H. Chen, P. Meer, D.E. Tyler, Robust regression for data with multiple structures.
2001 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Kauai, Hawaii, December 2001, vol. I, 1069-1075.