Publications for Haifeng Chen

  • Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems

    Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017), Pan Pacific, Singapore
    pp. 707-715, 2017

    Boxiang Dong, Zhengzhang Chen, Hui (Wendy) Wang, Lu-An Tang, Kai Zhang, Ying Lin, Wei Cheng, Zhichun Li, Haifeng Chen
    11/27/2017
  • Dual-Stage Attention Based Recurrent Neural Network for Time Series Prediction

    Proceedings of The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017)
    pp. 2627-2633, 2017

    Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison W. Cottrell
    08/25/2017
  • Link Prediction with Spatial and Temporal Consistency in Dynamic Networks

    Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI-17), Melbourne, Australia
    pp. 3343-3349, 2017

    Wenchao Yu, Wei Cheng, Haifeng Chen, Charu C. Aggarwal, Wei Wang
    08/25/2017
  • Ranking Causal Anomalies for System Fault Diagnosis via Temporal and Dynamical Analysis on Vanishing Correlations

    ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best Papers from KDD 2016
    11 (4): 40-40:28, June 2017

    Wei Cheng, Jingchao Ni, Kai Zhang, Haifeng Chen, Guofei Jiang
    02/13/2017
  • 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
  • Integrating Community and Role Detection in Information Networks

    2016 SIAM International Conference on Data Mining (SDM 2016)
    pp. 72-80, 2016

    Ting Chen, NEC Laboratories America, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Haifeng Chen, Guofei Jiang
    05/07/2016
  • 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
  • Proactive Workload Management in Hybrid Cloud Computing

    IEEE Transactions on Network and Service Management
    11(1):90-100, 2014

    Hui Zhang, Guofei Jiang, Kenji Yoshihira, Haifeng Chen
    10/01/2014
  • 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
  • Context-Aware Time Series Anomaly Detection for Complex Systems

    Workshop on Data Mining for Service and Maintenance (SDM4service) at SDM 2013
    pp. 14-22, 2013

    Manish Gupta, Abhishek B. Sharma, Haifeng Chen, Guofei Jiang
    05/04/2013
  • Untangling Mixed Information to Calibrate Resource Utilization in Virtual Machines

    ICAC'11
    pp. 151-160, 2011

    Lei Lu, Hui Zhang, Guofei Jiang, Haifeng Chen, Kenji Yoshihira, Evgenia Smirni
    06/14/2011

Ranking the Importance of Alerts for Problem Determination in Large Computer Systems
Cluster Computing (Springer)
Guofei Jiang, Haifeng Chen, Kenji Yoshihira and Akhilesh Saxena
2010

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

Understanding Internet Video Sharing Site Workload: A View from Data Center
Journal of Visual Communication and Image Representation (Elsevier), 21(2)
X. Kang, H. Zhang, G. Jiang, H. Chen, X. Meng and K. Yoshihira
2010

Ranking the Importance of Alerts for Problem Determination in Large Computer Systems
6th International ACM Conference on Autonomic Computing (ICAC09)
G. Jiang, H. Chen, K. Yoshihira and A. Saxena
2009

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

Boosting the Performance of Computing Systems through Adaptive Configuration Tuning
ACM SAC
H. Chen, G. Jiang, H. Zhang and K. Yoshihira
2009

Enabling Information Confidentiality in Publish/Subscribe Overlay Networks
Handbook on Security and Networks
Hui Zhang and Guofei Jiang and Haifeng Chen and Xiaoqiao Meng and Kenji Yoshihira and Abhishek Sharma
2009

Resilient Workload Manager: Taming Bursty Workload of Scaling Internet Applications
6th International ACM Conference on Autonomic Computing (ICAC09)
H. Zhang, G. Jiang, K. Yoshihira, H. Chen and A. Saxena
2009

A Gradient Oriented Recombination Scheme for Evolution Strategies
ACM SAC
H. Chen and G. Jiang
2009

Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems
the 29th International Conference on Distributed Computing Systems(ICDCS 2009)
J. Gao, G. Jiang, H. Chen and J. Han
2009

Fast Indexing for Large-scale Networked system Modeling
Journal of Networks (Academy), (4)
H. Zhang, H. Chen, G. Jiang, X. Meng, and K. Yoshihira
2009

Intelligent Workload Factoring for a Hybrid Cloud Computing Model
IEEE Congress on Services
Hui Zhang and Guofei Jiang and Kenji Yoshihira and Haifeng Chen and Akhilesh Saxena
2009

Ranking the importance of alerts for problem determination
ICAC
Guofei Jiang and Haifeng Chen and Kenji Yoshihira and Akhilesh Saxena
2009

Understanding Internet Video Sharing Site Workload: A View from Data Center Design
X. Kang and H. Zhang and G. Jiang and H. Chen and X. Meng and K. Yoshihira
17th ACM International World Wide Web Conference (WWW 2008) (2008) 

Enabling Information Confidentiality in Publish/Subscribe Overlay Services
H. Zhang and A. Sharma and H. Chen and G. Jiang and X. Meng and K. Yoshihira
2008 IEEE International Conference on Communications (ICC 2008) (2008) 

Automatic Profiling of Network Event Sequences: Algorithm and Applications
X. Meng and G. Jiang and H. Zhang and H. Chen and K. Yoshihira
27th IEEE Conference on Computer Communications (InfoCom 2008) (2008) 

Autotuning Configurations in Distributed Systems for Performance Improvements using Evolutionary Strategies
A. Saboori and G. Jiang and H. Chen
28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008) (2008) 

Monitoring High Dimensional Data for Failure Detection and Localization in Large Scale Computing Systems
H. Chen and G. Jiang and K. Yoshihira
IEEE Transactions on Knowledge and Data Engineering 20(1) (2008) 

Fast Statistical Relationship Discovery in Massive Monitoring Data
H. Zhang and H. Chen and G. Jiang and X. Meng and K. Yoshihira
1st IEEE Workshop on Automated Network Management(ANM08) in conjunction with InfoCom 2008 (2008) 

Exploiting Local and Global Invariants for the Management of Large Scale Information Systems
H. Chen, H. Cheng, G. Jiang and K. Yoshihira
IEEE ICDM 2008 (2008) 

Profiling Services for Resource Optimization and Capacity Planning in Distributed Systems
G. Jiang, H. Chen and K. Yoshihira
Cluster Computing (Springer) 11(4) (2008) 

Measurement, Modeling, and Analysis of Internet Video Sharing Site Workload: A Case Study
Xiaozhu Kang and Hui Zhang and Guofei Jiang and Haifeng Chen and Xiaoqiao Meng and Kenji Yoshihira
IEEE ICWS 2008 (2008) 

Correlating Real-time Monitoring Data for Mobile Network Management
N. Jiang and G. Jiang and H. Chen and K. Yohsihira
9th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks(WOWMOM 2008) (2008) 

race Analysis for Fault Detection in Application Servers
G. Jiang and H. Chen and C. Ungureanu and K. Yoshihira
Handbook of Autonomic Computing: Concepts, Infrastructure, and Applications S. Hariri and M. Parashar (editors) (2007)

Nonlinear Feature Selection b
H. Cheng and H. Chen and G. Jiang and K. Yoshihira
International Conference on Machine Learning and Data Mining(MLDM-2007) (4571) (2007) 

Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping
H. Chen and G. Jiang and K. Yoshihira
IEEE Transactions on Knowledge and Data Engineering 19(10) (2007) 

Online Tracking of Component Interactions for Failure Detection and Localization in Distributed Systems
H. Chen and G. Jiang and C. Ungureanu and K. Yoshihira
IEEE Transactions on System, Man and Cybernetics, Part C 37(4) (2007) 

Multi-resolution Abnormal Trace Detection Using Varied-length and Automata
G. Jiang and H. Chen and C. Ungureanu and K. Yoshihira
IEEE Transactions on System, Man and Cybernetics, Part C 37(1) (2007) 

Efficient and Scalable Algorithms for Inferring Likely Invariants in Distributed Systems
G. Jiang and H. Chen and K. Yoshihira
IEEE Transactions on Knowledge and Data Engineering 19(11) (2007) 

Modeling and Tracking of Transaction Flow Dynamics for Fault Detection in Complex Systems
G. Jiang and H. Chen and K. Yoshihira
IEEE Trans. on Dependable and Secure Computing 3(4) (2006) 

Combining Supervised and Unsupervised Monitoring for System Failure Detection
H. Chen and G. Jiang and C. Ungureanu and K. Yoshihira,
1st Annual ACM symposium on Applied Computing (SAC) DADS track (2006) 

Tracking Probabilistic Correlation of Monitoring Data for Fault Detection and Isolation in Complex Systems
G. Zhen and G. Jiang and H. Chen and K. Yoshihira
2006 International Conference on Dependable Systems and Networks (DSN-2006)- DCCS track (2006) 

Discovering Likely Invariants of Distributed Transaction Systems for Autonomic System Management
G. Jiang and H. Chen and K. Yoshihira
3rd International Conference on Autonomic Computing (ICAC2006) (2006) 

Discovering Likely Invariants of Distributed Transaction Systems for Autonomic System Management
G. Jiang and H. Chen and K. Yoshihira
Cluster Computing 9(4) (2006) 

Fault Detection in Distributed Systems by Representative Subspace Mapping
H. Chen and G. Jiang and K. Yoshihira
2006 International Conference on Pattern Recognition (ICPR) (2006) 

Robust Nonlinear Dimensionality Reduction by Manifold Learning
H. Chen and G. Jiang and K. Yoshihira
2006 International Conference on Pattern Recognition (ICPR) (2006) 

Failure Detection and Localization in Component Based Systems by Online Tracking
H. Chen and G. Jiang and C. Ungureanu and K. Yoshihira
Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2005) (2005) 

Multi-resolution Abnormal Trace Detection Using Varied-length and Automata
G. Jiang and H. Chen and C. Ungureanu and K. Yoshihira
Second IEEE International Conference on Autonomic Computing (ICAC05) (2005