Publications

  • Self-Attentive Attributed Network Embedding Through Adversarial Learning

    The 19th IEEE International Conference on Data Mining (ICDM 2019)
    pp. 758-767, 2019

    Wenchao Yu, Wei Cheng, Charu Aggarwal, Bo Zong, Haifeng Chen, Wei Wang
    11/11/2019
  • Learning Robust Representations with Graph Denoising Policy Network

    The 19th IEEE International Conference on Data Mining (ICDM 2019)
    pp. 1378-1383, 2019

    Lu Wang, Wenchao Yu, Wei Wang, Wei Cheng, Wei Zhang, Hongyuan Zha, Xiaofeng He, Haifeng Chen
    11/11/2019
  • Adaptive Neural Network for Node Classification in Dynamic Networks

    The 19th IEEE International Conference on Data Mining (ICDM 2019)
    pp. 1402-1407, 2019

    Dongkuan Xu, Wei Cheng, Dongsheng Luo, Yameng Gu, Xiao Liu, Jingchao Ni, Bo Zong, Haifeng Chen, Xiang Zhang
    11/11/2019
  • A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security

    45th International Conference on Very Large Data Bases (VLDB 2019)
    pp. 1802-1805, 2019

    Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
    08/30/2019
  • Heterogeneous Graph Matching Networks for Unknown Malware Detection

    The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)
    pp. 3762-3770, 2019

    Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philips Yu
    08/16/2019
  • Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs

    The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)
    pp. 3947- 3953, 2019

    Dongkuan Xu, Wei Cheng, Dongsheng Luo, Haifeng Chen, Xiang Zhang
    08/16/2019
  • Clairvoyant Networks

    Network Traffic Measurement and Analysis Conference (TMA Conference 2019)
    pp. 89-96, 2019

    Cheng Jin, Cristian Lumezanu, Zhi-Li Zhang, Haifeng Chen
    06/21/2019
  • Attentional Heterogeneous Graph Neural Network:Application to Program Reidentfication

    SIAM International Conference on Data Mining (SDM 2019)
    pp. 693-701, 2019

    Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Phillip S. Yu
    05/04/2019
  • Deep Co-Clustering

    SIAM International Conference on Data Mining (SDM 2019)
    pp. 414-422, 2019

    Dongkuan Xu, Wei Cheng, Bo Zong, Jingchao Ni, Dongjin Song, Wenchao Yu, Yuncong Chen , Haifeng Chen, Xiang Zhang
    05/04/2019
  • PoLPer: Process-Aware Restriction of Over-Privileged Setuid Calls in Legacy Applications

    9th ACM Conference on Data and Application Security and Privacy (CODASPY 2019)
    pp. 209-220, 2019

    Yuseok Jeon, Junghwan Rhee, Chung Hwan Kim, Zhichun Li, Mathis Payer, Byungyoung Lee, Zhenyu Wu, Kangkook Jee
    03/27/2019
  • NODOZE: Combatting Threat Alert Fatigue with Automated Provenance Triage

    The 26th Annual Network and Distributed System Security Symposium (NDSS 2019)
    pp. 1-15, 2019

    Wajih Hassan, Shengjian Guo, Ding Li, Zhengzhang Chen, Kangkook Jee, Zhichun Li, Adam Bates
    02/27/2019
  • Countering Malicious Processes with Process-DNS Association

    The 26th Annual Network and Distributed System Security Symposium (NDSS 2019)
    pp. 1-15, 2019

    Suphannee Sivakorn , Kangkook Jee, Yixin Sun, Lauri Korts-Pärn, Zhichun Li, Cristian Lumezanu, Lu-An Tang, Ding Li
    02/27/2019
  • A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

    The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)
    pp, 1-9, 2019

    Chuxu Zhang, Dongjin Song, Cristian Lumezanu, Yuncong Chen, Xinyang Feng, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla
    02/01/2019
  • Collaborative Alert Ranking for Anomaly Detection

    Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018)
    pp. 1987-1995, 2018

    Ying Lin, Zhengzhang Chen, Kai Zhang, Cheng Cao, Lu-An Tang, Wei Cheng, Zhichun Li
    10/26/2018
  • TGNet: Learning to Rank Nodes in Temporal Graphs

    Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018)
    pp. 97-106, 2018

    Qi Song, Bo Zong, Yinghui Wu, Lu-An Tang, Hui Zhang, Guofei Jiang
    10/26/2018
  • Behavior-based Community Detection: Application to Host Assessment in Enterprise Information Networks

    Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018)
    pp. 1977-1985, 2018

    Cheng Cao, Zhengzhang Chen, James Caverlee, Lu-An Tang, Chen Luo, Zhichun Li
    10/26/2018
  • NodeMerge: Template Based Efficient Data Reduction For Big-Data Causality Analysis

    Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security (ACM CCS 2018)
    pp. 1324-1337, 2018

    Yutao Tang, Ding Li, Zhichun Li, Mu Zhang, Kangkook Jee, Junghwan Rhee, Zhenyu Wu, Xusheng Xiao, Fengyuan Xu, Qun Li
    10/19/2018
  • Deep Learning IP Network Representations

    Big-DAMA 2018 - ACM SIGCOMM 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks
    pp. 33-39, 2018

    Mingda Li, Cristian Lumezanu, Bo Zong, Haifeng Chen
    08/24/2018
  • NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Networks

    KDD 2018 - 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
    pp. 2672-2681, 2018

    Wenchao Yu, University of California, Wei Cheng, Charu C. Aggarwal, Kai Zhang, Haifeng Chen, Wei Wang
    08/23/2018
  • Learning Deep Network Representations with Adversarially Regularized Autoencoders

    KDD 2018 - 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
    pp. 2663-2671, 2018

    Wenchao Yu, University of California, Cheng Zheng, Wei Cheng, Charu C. Aggarwal, Dongjin Song, Bo Zong, Haifeng Chen, Wei Wang
    08/23/2018
  • Deep r-th Root Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval

    KDD 2018 - 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
    pp. 2229-2238, 2018

    Dongjin Song, Ning Xia, Wei Cheng, Haifeng Chen, Dacheng Tao
    08/23/2018
  • TINET: Transferring Knowledge between Invariant Networks

    KDD 2018 - 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
    pp. 1890-1899, 2018

    Chen Luo, Zhengzhang Chen, Lu-An Tang, Anshumali Shrivastava, Jieping Ying, Zhichun Li, Haifeng Chen
    08/23/2018
  • SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection

    The 27th USENIX Security Symposium (USENIX Security 2018)
    pp. 639-656, 2018

    Peng Gao, Xusheng Xiao, Ding Li, Zhichun Li, Kangkook Jee, Zhenyu Wu, Chung Hwan Kim, Sanjeev R. Kulkarni, Prateek Mittal
    08/17/2018
  • Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics

    The 27th International Joint Conference on Artificial Intelligence (IJCAI-18)
    pp. 2475-2482, 2018

    Yanchi Liu, Tan Yan, Haifeng Chen
    07/19/2018
  • AIQL: Enabling Efficient Attack Investigation from System Monitoring Data

    Proceedings of the 2018 USENIX Annual Technical Conference (ATC ’18)
    pp. 113-125, USENIX 2018

    Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal
    07/13/2018
  • LogLens: A Real-time Log Analysis System

    38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018)
    pp. 1052-062, 2018

    Biplob Debnath, Mohiuddin Solaimani, Muhammad Ali Gulzar, Nipun Arora, Cristian Lumezanu, Jianwu Xu, Bo Zong, Hui Zhang , Guofei Jiang, Latifur Khan
    07/02/2018
  • Deep Autoencoding Latent Representation with Mixture Modeling for Unsupervised Anomaly Detection

    Proceedings of the 6th International Conference on Learning Representations, Vancouver Convention Center (ICLR 2018)
    pp. 1-19, 2018

    Bo Zong, Qi Song, Martin Renqiang Min, Wei Cheng, Cristian Lumezanu, Daeki Cho, Haifeng Chen
    05/03/2018
  • Co-Regularized Deep Multi-Network Embedding

    Proceedings of the 2018 World Wide Web Conference (WWW 2018)
    ACM ISBN 978-1-4503-5639-8/18/04, pp. 469-478, 2018

    Jingchao Ni, Shiyu Chang , Xiao Liu, Wei Cheng, Haifeng Chen , Dongkuan Xu , Xiang Zhang
    04/27/2018
  • Towards A Timely Causality Analysis in Homogeneous Enterprise Hosts

    Proceedings of Network and Distributed Systems Security (NDSS) Symposium 2018
    1-15, 2018

    Yushan Liu, Mu Zhang, Kangkook Jee, Ding Li, Zhenyu Wu, Junghwan Rhee, Prateek Mittal
    02/21/2018
  • Identifying and Quantifying Nonlinear Structured Relationships in Complex Manufactural Systems

    Proceedings of the 2017 IEEE International Conference on Big Data (Big Data 2017) , Boston, MA
    pp. 1357-1362, 2017 IEEE

    Tingyang Xu, Tan Yan, Dongjin Song, Wei Cheng, Haifeng Chen, Guofei Jiang, Jinbo Bi
    12/14/2017
  • 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
  • Ranking Causal Anomalies by Modeling Local Propagations on Networked Systems

    Proceedings of the 2017 IEEE International Conference on Data Mining (ICDM), New Orleans, LA
    pp. 1003-1008, 2017 IEEE

    Jingchao Ni, Wei Cheng, Kai Zhang, Dongjin Song, Tan Yan, Haifeng Chen, Xiang Zhang
    11/22/2017
  • 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
  • Structural Event Detection from Log Messages

    Proceedings of the 23rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2017), Halifax, Nova Scotia, Canada
    pp. 1175-1184, 2017

    Fei Wu, Pranay Anchuri, Zhenhui Li
    08/18/2017
  • Magneto: Unified Fine-grained Path Control in Legacy and OpenFlow Hybrid Networks

    Proceedings of the Symposium on SDN Research (SOSR 2017)
    pg. 75-87, 2017

    Cheng Jin, Cristian Lumezanu, Qiang Xu, Hesham Mekky, Zhi-Li Zhang, Guofei Jiang
    04/04/2017
  • 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
  • Automated IT System Failure Prediction: A Deep Learning Approach

    Proceedings of the 2016 IEEE International Conference on Big Data
    pp. 1291-1300, 2016

    Ke Zhang, Jianwu Xu, Martin Renqiang Min, Guofei Jiang, Konstantinos Pelechrinis, Hui Zhang
    12/08/2016
  • PerfGuard: Binary-Centric Application Performance Monitoring in Production Environments

    The 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016)
    pp. 595-606, 2016

    Chung Hwan Kim , Junghwan Rhee , Kyu Hyung Lee , Xiangyu Zhang , Dongyan Xu
    11/18/2016
  • High Fidelity Data Reduction for Big Data Security Dependency Analyses

    The 23rd ACM Conference on Computer and Communications Security (CCS 2016)
    pp. 504-516, 2016

    Zhang Xu, Zhenyu Wu, Zhichun Li, Xusheng Xiao, Kangkook Jee, Junghwan Rhee, Fengyuan Xu, Haining Wang, Guofei Jiang
    10/28/2016
  • LogMine: Fast Pattern Recognition for Log Analytics

    The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016)
    pp. 1573-1582, 2016

    Hossein Hamooni, Biplob Debnath, Jianwu Xu, Hui Zhang, Geoff Jiang, Adbullah Mueen
    10/28/2016
  • Detecting Stack Layout Corruptions with Robust Stack Unwinding

    The 19th International Symposium on Research in Attacks (RAID 2016)
    Springer Publishing ISBN: 978-3-319-45719-2; pp. 71-94, 2016

    Yangchun Fu, Junghwan Rhee, Zhiqiang Lin, Zhichun Li, Hui Zhang, Guofei Jiang
    09/21/2016
  • Behavior Query Discovery in System-Generated Temporal Graphs

    The 42nd International Conference on Bery Large Data Bases (VLDB 2016)
    Vol. 9, No. 4; pp. 240-251, 2015

    Bo Zong, Xusheng Xiao, Zhichun Li, Zhenyu Wu, Zhiyun Qian, Xifen Yan, Ambuj Singh , Guofei Jiang
    09/09/2016
  • 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
  • PInfer: Learning to Infer Concurrent Request Paths from System Kernel Events

    The 13th IEEE International Conference on Autonomic Computing (ICAC 2016)
    pp. 1-10, 2016 IEEE

    Hongteng Xu, Xia Ning, Hui Zhang, Junghwan Rhee, Guofei Jiang
    07/22/2016
  • Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events

    The 25th International Joint Conference on Artificial Intelligence (IJCAI 2016)
    AAAI Press, pp. 1396-1403, 2016

    Ting Chen, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Kai Zhang
    07/15/2016
  • A Dynamic Switching Flash Translation Layer Based on Page-Level Mapping

    IEICE TRANSACTIONS on Information and Systems
    Vol.E99-D (6); 1502-1511, 2016

    Dongchul Park, Biplob Debnath, David H.C. Du
    06/01/2016
  • 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
  • CloudSeer: Execution-Level Monitoring of Cloud Infrastructures via Distributed and Interleaved Logs

    The 21st International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2016)
    pp. 489-502, 2016

    Xiao Yu, Pallavi Joshi, Jianwu Xu, Guoliang Jin, Hui Zhang, Guofei Jiang
    04/06/2016
  • Characterizing Rule Compression Mechanisms in Software-defined Networks

    2016 Passive and Active Measurements Conference (PAM 2016 )
    pp. 302-315, 2016

    Curtis Yu, Cristian Lumezanu, Harsha V. Madhyastha, Guofei Jiang
    04/01/2016
  • Extract Me If You Can: Abusing PDF Parsers in Malware Detectors

    Proceedings of The Network and Distributed System Security Symposium 2016 (NDSS 2016)
    pp. 1-15, 2016

    Curtis Carmony, Mu Zhang, Xunchao Hu, Abhishek Vasisht Bhaskar, Heng Yin
    02/24/2016
  • Towards Automatic Generation of Security-Centric Descriptions for Android Apps

    Proceedings of the 22nd ACM Conference on Computer and Communications Security (CCS 2015)
    pp. 518-529 - 2015

    Mu Zhang , Yue Duan, Qian Feng , Heng Yin
    11/23/2015
  • 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
  • Revisiting Hash Table Design for Phase Change Memory

    Proceedgins of the 3rd workshop on Interactions of NVM/FLash with Operating-Systems and Workloads (INFLOW 2015)
    http://dx.doi.org/10.1145/2819001.2819002

    Biplob Debnath, Alireza Haghdoost, Asim Kadav, Mohammed Khatib, Cristian Ungureanu
    10/05/2015
  • 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
  • SUPOR: Precise and Scalable Sensitive User Input Detection for Android Apps

    Proceedings of the 24th USENIX Security Symposium, Washington, DC
    pp. 977-992, 2015

    Jianjun Huang , Zhichun Li , Xusheng Xiao , Zhenyu Wu , Kangjie Lu , Xiangyu Zhang , Guofei Jiang
    08/12/2015
  • Telekinesis: Controlling Legacy Switch Routing with OpenFlow in Hybrid SDN Networks

    Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research
    Copyright 2015 ACM. ISBN 978-1-4503-3451-8/15/06

    Cheng Jin, Cristian Lumezanu, Qiang Xu, Zhi-Li Zhang, Guofei Jiang
    06/16/2015
  • AppContext: Differentiating Malicious and Benign Mobile App Behaviors Under Context

    Proceedings of the IEEE/ACM 37th International Conference on Software Engineering (ICSE 2015)
    pp. 303-313, 2015

    Wei Yang, Xusheng Xiao, Benjamin Andow, Sihan Li, Tao Xie, William Enck
    05/24/2015
  • Discover and Tame Long-running Idling Processes in Enterprise Systems

    ASIACCS 2015 -- 10th ACM Symposium on Information, Computer and Communications Security , Singapore, China
    ACM 978-1-4503-3245-3/15/04; pp. 543-554, 2015

    Jun Wang, Zhiyun Qian, Zhichun Li, Zhenyu Wu, Junghwan Rhee , Xia Ning, Peng Liu, Guofei Jiang
    04/15/2015
  • Software-defined Latency Monitoring in Data Center Networks

    PAM 2015 -- Passive and Active Measurement Conference, New York City, NY
    Conference Proceedings of PAM 2015; pp. 360-372, 2015

    Curtis Yu, Cristian Lumezanu, Abhishek Sharma, Qiang Xu, Guofei Jiang, Harsha V. Madhyastha
    03/19/2015
  • Checking More and Alerting Less: Detecting Privacy Leakages via Enhanced Data-flow Analysis and Peer Voting

    NDSS Symposium 2015 -- The 2015 Network and Distributed System Security , San Diego, CA
    Proceedings of the NDSS 2015 Symposium

    Kangjie Lu, Zhichun Li, Vasileios P. Kemerlis, Zhenyu Wu, Long Lu, Cong Zheng, Zhiyun Qian, Wenke Lee, Guofei Jiang
    02/09/2015
  • An Analytics Approach to Traffic Analysis in Network Virtualization

    CNSM 2014 - The 10th International Conference on Network and Service Management
    Proceedings of CNSM 2014, pp. 316 - 319

    Hui Zhang, Junghwan Rhee, Nipun Arora, Qiang Xu, Cristian Lumezanu, Guofei Jiang
    11/19/2014
  • PerfScope: Online Faulty Function Localization for Debugging Performance Anomalies in Virtualized Hosting Infrastructures

    Proceedings of the ACM Symposium on Cloud Computing (SOCC 2014)
    ACM New York, NY; pp. 1-13, 2014 (ISBN: 978-1-4503-3252-1)

    D.J. Dean, H. Nguyen, X. Gu, H. Zhang, J. Rhee, N. Arora, G. Jiang
    11/04/2014
  • 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
  • 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
  • Enabling Layer 2 Pathlet Tracing through Context Encoding in Software-Defined Networking

    Proceedings of the Third Workshop on Hot Topics in Software Defined Networking (HotSDN 2014), Chicago, IL
    ACM, New York, NY, pp. 169-174

    Hui Zhang, Cristian Lumezanu, Junghwan Rhee, Nipun Arora, Qiang Xu, Guofei Jiang
    08/22/2014
  • Generating Consistent Updates for Software-Defined Network Configurations

    Proceeding of the 3rd ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking (HotSDN 2014), Chicago, IL
    ACM, New York, NY, pp. 221-222

    Yifei Yuan, Franjo Ivancic, Cristian Lumezanu, Shuyuan Zhang, Aarti Gupta
    08/18/2014
  • Uscope: A Scalable Unified Tracer from Kernel to User Space

    Proceedings of The 14th IEEE/IFIP Network Operations and Management Symposium (NOMS 2014), Krakow, Poland
    pp. 1-8

    Junghwan Rhee, Hui Zhang, Nipun Arora, Guofei Jiang, Kenji Yoshihira
    05/06/2014
  • Software System Performance Debugging with Kernel Events Feature Guidance

    Proceedings of The 14th IEEE/IFIP NOMS 2014 Special Track - Data Centric Cloud and Network Management (NOMS 2014), Krakow, Poland
    pp. 1-5

    Junghwan Rhee, Hui Zhang, Nipun Arora, Guofei Jiang, Kenji Yoshihira
    05/06/2014
  • CLUE: IT System Performance Diagnosis from Kernels to Clusters

    Proceedings of The 14th IEEE/IFIP Network Operations and Management Symposium (NOMS 2014), Krakow, Poland
    pp. 1-9

    Hui Zhang, Junghwan Rhee, Nipun Arora, Sahan Gamage, Guofei Jiang, Kenji Yoshihira, Dongyan Xu
    05/06/2014
  • Software System Performance Debugging with Kernel Events Feature Guidance

    Proceedings of The 14th IEEE/IFIP Network Operations and Management Symposium (NOMS 2014), Krakow, Poland
    pp. 1-5

    Junghwan Rhee, Hui Zhang, Nipun Arora, Guofei Jiang, Kenji Yoshihira
    05/05/2014
  • HybNET: Network Manager for a Hybrid Network Infrastructure

    Middleware 2013 (Industrial Track)
    ACM 978-1-4503-2550-9, 2013

    Hui Lu, Nipun Arora, Hui Zhang, Cristian Lumezanu, Junghwan Rhee, Guofei Jiang
    12/09/2013
  • 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
  • Automating Cloud Network Optimization and Evolution

    IEEE Journal on Selected Areas in Communications
    31(12):pp. 2620-2631, 2013

    Zhenyu Wu, Yueping Zhang, Vishal Singh, Guofei Jiang, Haining Wang
    12/01/2013
  • iProbe: A Lightweight User-Level Dynamic Instrumentation Tool

    28th IEEE/ACM International Conference on Automated Software Engineering (ASE 2013)
    pp. 742-745, 2013

    Nipun Arora, Hui Zhang, Junghwan Rhee, Kenji Yoshihira, Guofei Jiang
    11/11/2013
  • 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
  • Predictive VM Consolidation on Multiple Resources: Beyond Load Balancing

    ACM/IEEE International Symposium on Quality of Service (IWQoS 2013), Montreal, Canada
    3-4 June 2013; 978-1-4799-0590-4/13 ©2013 IEEE

    Lei Lu, Hui Zhang, Evgenia Smirni, Guofei Jiang, Kenji Yoshihira
    06/03/2013
  • 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
  • FlowSense: Monitoring Network Utilization with Zero Measurement Cost

    14th Passive and Active Measurement Conference, Hong Kong Polytechnic University, Hong Kong
    M. Roughan and R. Chang (Eds.) PAM 2013, LNCS 7799, pp. 31-41, 2013, Springer-Verlag Berlin Heidelberg 2013

    Curtis Yu, Cristian Lumezanu, Yueping Zhang, Vishal Singh, Guofei Jiang, Harsha V. Madhyastha
    03/18/2013
  • Observing Common Spam in Tweets and Email

    Internet Measurement Conference 2012, Boston, MA, USA
    IMC'12, November 14-16, 2012, Copyright 2012 ACM 978-1-453-1705-4/12/11

    Cristian Lumezanu, Nick Feamster
    11/14/2012
  • CHEX: Statically Vetting Android Apps for Component Hijacking Vulnerabilities

    Proceedings of the 19th ACM Conference on Computer and Communications Security (CCS 2012)
    ACM, pp. 229-240; 2012

    Long Lu, Zhichun Li, Zhenyu Wu, Wenke Lee, Guofei Jiang
    10/16/2012
  • NetDEO: Automating Network Design, Evolution, and Optimization

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

    Zhenyu Wu, Yueping Zhang, Vishal Singh, Guofei Jiang, Haining Wang
    06/04/2012
  • 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
  • A Scalable Publish/Subscribe Broker Network using Active Load Balancing

    Future Internet Services and Service Architectures
    Anand R. Prasad, John F. Buford, K. Vijay Gurbani (eds), River Publishers, pp.317-337, 2011

    H. Zhang, A. Sharma, Y. Zhang, S. Ganguly, S. Bhatnagar, R. Izmailov
    01/06/2012
  • 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
  • iPOEM: A Middleware for Integrated Management in Virtualized Data Centers

    ICAC'11
    pp. 41-50, 2011

    Hui Zhang, Kenji Yoshihira, Ya-Yunn Su, Guofei Jiang, Ming Chen, Xiaorui Wang
    06/14/2011
  • Effective VM Sizing in Virtualized Data Centers

    12th IFIP/IEEE IM 2011: Mini Conference
    pp. 594-601, 2011 IEEE

    Ming Chen, Hui Zhang, Ya-Yunn Su, Xiaorui Wang, Guofei Jiang, Kenji Yoshihira
    05/23/2011

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