Publications

  • Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations

    The 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2016)
    pp. 805-814, 2016

    Wei Cheng, Kai Zhang, Haifeng Chen, Guofei Jiang
    08/27/2016
  • Annealed Sparsity via Adaptive and Dynamic Shrinking

    The 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2016)
    pp. 1325-1334, 2016

    Kai Zhang, Shandian Zhe, Chaoran Cheng, Zhi Wei, Zhengzhang Chen, Haifeng Chen, Guofei Jiang, Yuan Qi, Jieping Ye
    08/17/2016
  • Profiling Wireless Resource Usage for Mobile Apps via Crowdsourcing-based Network Analytics

    IEEE Internet of Things Journal, Special Issue on Mobile Crowd Sensing for IoT
    Vol. 2, (5): 391-398, 2015

    Ye Ouyang, Tan Yan
    10/31/2015
  • CrowdMi: Scalable and Diagnosable Mobile Voice Quality Assessment Through Wireless Analytics

    IEEE Internet of Things Journal, Special Issue on Big Data Analytics and Management in Internet of Things
    Vol. 2, (4): 287-294, 2015

    Ye Ouyang, Tan Yan, Guiling Wang
    08/31/2015
  • Extracting Discriminative Features in Multivariate Data from Heterogeneous Sensors

    Proceedings of IEEE BigData 2014 - (2014 IEEE International Conference on Big Data, Washington, DC)
    pp. 1095-1104; 2014

    Om Patri , Abhishek B. Sharma, Haifeng Chen, Guofei Jiang, Anand V. Panangadan, Viktor K. Prasanna
    10/27/2014
  • Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization

    KDD 2014 -- Data Mining for Social Good Patterns, Categorization, and Visualization, New York City, NY
    ACM New York, NY., pp. 1336-1345, 2014

    Chuanren Liu , Rutgers, Kai Zhang , Hui Xiong, Geoff Jiang , Qiang Yang
    08/25/2014
  • Efficient Invariant Search for Distributed Information Systems

    2013 IEEE 13th International Conference on Data Mining (ICDM 2013)
    pp. 1049-1054, 2013

    Yong Ge, Guofei Jiang, Yuan Ge
    12/07/2013
  • Modeling Heterogeneous Time Series Dynamics to Profile Big Sensor Data in Complex Physical Systems

    2013 IEEE International Conference on Big Data
    pp. 631-638, 2013

    Bin Liu, Haifeng Chen, Abhishek B. Sharma, Guofei Jiang, Hui Xiong
    10/06/2013
  • A Data Analytic Engine Towards Self-Management of Cyber-Physical Systems

    The 3rd International Workshop on Cyber-Physical Networking Systems (CPSN2013) in conjunction with ICDCS2013, Philadelphia, PA
    ICDCSW 2013:pp. 303-308, © 2013 IEEE

    Min Ding, Haifeng Chen, Abhishek B. Sharma, Kenji Yoshihira, Guofei Jiang
    07/08/2013
  • Fault Detection and Localization in Distributed Systems using Invariant Relationships

    The 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2013)
    978-1-4799-0181-4, 2013

    Abhishek B. Sharma, Haifeng Chen, Min Ding, Kenji Yoshihira, Guofei Jiang
    06/24/2013
  • Modeling and Analytics for Cyber-Physical Systems in the Age of Big Data

    The Big Data Analytics workshop held in conjunction with SIGMETRICS 2013
    pp. 1-4, 2013

    Abhishek B. Sharma, Franjo Ivancic, Alexandru Niculescu-Mizil, Haifeng Chen, Guofei Jiang
    06/21/2013
  • Network-Aware Coordination of Virtual Machine Migrations in Enterprise Data Centers and Clouds

    13th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2013)
    pp. 888-891, 2013

    Haifeng Chen, Hui Kang, Guofei Jiang, Yueping Zhang
    05/27/2013
  • Application Dependency Discovery Using Matrix Factorization

    Proceedings of the 20th International Workshop on Quality of Service (IEEE/ACM IWQoS 2012) , Coimbra, Portugal
    2012 IEEE, 978-1-4673-1298-1/12

    Min Ding, Vishal Singh, Yueping Zhang, Guofei Jiang
    06/04/2012

Ranking the Importance of Alerts for Problem Determination in Large Computer Systems 
Cluster Computing(Springer), Vol. 14, No. 3, 2011.
G. Jiang, H. Chen, K. Yoshihira and A. Saxena

Experience Transfer for the Configuration Tuning in Large Scale Computing Systems 
IEEE Trans. on Knowledge and Data Engineering, Vol. 23, No. 3, 2011.
H. Chen, W. Zhang and G. Jiang 

VCAE: a Virtualization and Consolidation Analysis Engine for Enterprise Data Centers
the 4th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2010), Budapest, Hungary, September, 2010.
H. Chen, H. Kang, G. Jiang, K. Yoshihira and A. Saxena

A Cooperative Sampling Approach to Discovering Optimal Configurations in Large Scale Computing Systems
the 29th IEEE International Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, INDIA, October 2010
H. Chen, G. Jiang, H. Zhang and K. Yoshihira 

Invariants Based Failure Diagnosis in Distributed Computing Systems 
the 29th IEEE International Symposium on Reliable Distributed Systems(SRDS 2010), New Delhi, INDIA, October 2010
H. Chen, G. Jiang, K. Yoshihira and A. Saxena

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation system 
the 7th International ACM Conference on Autonomic Computing (ICAC10), Washington DC, June, 2010.
H. Kang, H. Chen and G. Jiang 

Ranking the Importance of Alerts for Problem Determination in Large Computer Systems 
Cluster Computing, (Springer),2010.
G. Jiang, H. Chen, K. Yoshihira and A. Saxena

Understanding Internet Video Sharing Site Workload: A View from Data Center 
Journal of Visual Communication and Image Representation (Elsevier), Vol. 21, No. 2, 2010.
X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng and K. Yoshihira

Fast Indexing for Large-scale Networked system Modeling 
Journal of Networks (Academy), 2009.
H. Zhang, H. Chen, G. Jiang, X. Meng, and K. Yoshihira

Intelligent Workload Factoring for a Hybrid Cloud Computing Model 
International Workshop on Cloud Services, Los Angeles, California, July, 2009.
H. Zhang, G. Jiang, K. Yoshihira, H. Chen 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.
G. Jiang, H. Chen, K. Yoshihira 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.
H. Zhang, G. Jiang, K. Yoshihira, H. Chen and A. Saxena 

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.
J. Gao, G. Jiang, H. Chen and J. Han 

Experience Transfer for the Configuration Tuning in Large Scale Computing Systems
the ACM SIGMETRICS/Performance, Seattle, June, 2009.
H. Chen, W. Zhang 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 and G. Jiang 

Boosting the Performance of Computing Systems through Adaptive Configuration Tuning 
the 24th Annual ACM Symposium on Applied Computing (SAC), Hawaii, March, 2009.
H. Chen, G. Jiang, H. Zhang and K. Yoshihira 

Enabling Information Confidentiality in Publish/Subscribe Overlay Networks
Handbook on Security and Networks, World Scientific Publishing Co., 2009.
H. Zhang, H. Chen, G. Jiang, X. Meng 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.
H. Chen, H. Cheng, G. Jiang, 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
X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng and K. Yoshihira 

Profiling Services for Resource Optimization and Capacity Planning in Distributed Systems 
Cluster Computing, vol. 11, pp 313-329, 2008 (Springer).
G. Jiang, H. Chen 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.
H. Chen, G. Jiang 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.
X. Meng, G. Jiang, H. Zhang, H. Chen 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.
H. Zhang, H. Chen, G. Jiang, 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.
X. Kang, H. Zhang, G. Jiang, H. Chen, 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.
H. Zhang, A. Sharma, H. Chen, G. Jiang, X. Meng and K. Yoshihira

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.
A. Saboori, G. Jiang and H. Chen

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.
N. Jiang, G. Jiang, H. Chen and K. Yohsihira 

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.
G. Jiang, H. Chen 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 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.
H. Chen, G. Jiang, 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.
G. Jiang, H. Chen, C. Ungureanu 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
H. Cheng, H. Chen, G. Jiang 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.
G. Jiang, H. Chen, C. Ungureanu 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.
G. Jiang, H. Chen 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, 2006.
H. Chen, G. Jiang 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. 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.
G. Zhen, G. Jiang, H. Chen 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.
H. Chen, G. Jiang, C. Ungureanu and 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.
H. Chen, G. Jiang, 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.
G. Jiang, H. Chen, C. Ungureanu, K. Yoshihira