Guofei Jiang

According to our database1, Guofei Jiang
  • authored at least 120 papers between 2000 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Ranking Causal Anomalies for System Fault Diagnosis via Temporal and Dynamical Analysis on Vanishing Correlations.
TKDD, 2017

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction.
CoRR, 2017

Magneto: Unified Fine-grained Path Control in Legacy and OpenFlow Hybrid Networks.
Proceedings of the Symposium on SDN Research, 2017

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Polygravity: traffic usage accountability via coarse-grained measurements in multi-tenant data centers.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization.
IEEE Trans. Knowl. Data Eng., 2016

Collaborative Alerts Ranking for Anomaly Detection.
CoRR, 2016

GID: Graph-based Intrusion Detection on Massive Process Traces for Enterprise Security Systems.
CoRR, 2016

Integrating Community and Role Detection in Information Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Detecting Stack Layout Corruptions with Robust Stack Unwinding.
Proceedings of the Research in Attacks, Intrusions, and Defenses, 2016

Characterizing Rule Compression Mechanisms in Software-Defined Networks.
Proceedings of the Passive and Active Measurement - 17th International Conference, 2016

Annealed Sparsity via Adaptive and Dynamic Shrinking.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

PInfer: Learning to Infer Concurrent Request Paths from System Kernel Events.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

LogMine: Fast Pattern Recognition for Log Analytics.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

High Fidelity Data Reduction for Big Data Security Dependency Analyses.
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

Automated IT system failure prediction: A deep learning approach.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

CloudSeer: Workflow Monitoring of Cloud Infrastructures via Interleaved Logs.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015
A Framework of Mining Trajectories from Untrustworthy Data in Cyber-Physical System.
TKDD, 2015

Behavior Query Discovery in System-Generated Temporal Graphs.
PVLDB, 2015

Behavior Query Discovery in System-Generated Temporal Graphs.
CoRR, 2015

SUPOR: Precise and Scalable Sensitive User Input Detection for Android Apps.
Proceedings of the 24th USENIX Security Symposium, 2015

Telekinesis: controlling legacy switch routing with OpenFlow in hybrid networks.
Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Software-Defined Latency Monitoring in Data Center Networks.
Proceedings of the Passive and Active Measurement - 16th International Conference, 2015

Checking More and Alerting Less: Detecting Privacy Leakages via Enhanced Data-flow Analysis and Peer Voting.
Proceedings of the 22nd Annual Network and Distributed System Security Symposium, 2015

Efficient Long-Term Degradation Profiling in Time Series for Complex Physical Systems.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Discover and Tame Long-running Idling Processes in Enterprise Systems.
Proceedings of the 10th ACM Symposium on Information, 2015

2014
Proactive Workload Management in Hybrid Cloud Computing.
IEEE Trans. Network and Service Management, 2014

Modeling and analytics for cyber-physical systems in the age of big data.
SIGMETRICS Performance Evaluation Review, 2014

IntroPerf: transparent context-sensitive multi-layer performance inference using system stack traces.
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 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, 2014

CLUE: System trace analytics for cloud service performance diagnosis.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Uscope: A scalable unified tracer from kernel to user space.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Software system performance debugging with kernel events feature guidance.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

An analytics approach to traffic analysis in network virtualization.
Proceedings of the 10th International Conference on Network and Service Management, 2014

DeltaPath: Precise and Scalable Calling Context Encoding.
Proceedings of the 12th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2014

Extracting discriminative shapelets from heterogeneous sensor data.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Ranking Metric Anomaly in Invariant Networks.
TKDD, 2013

Automating Cloud Network Optimization and Evolution.
IEEE Journal on Selected Areas in Communications, 2013

FlowSense: Monitoring Network Utilization with Zero Measurement Cost.
Proceedings of the Passive and Active Measurement - 14th International Conference, 2013

HybNET: network manager for a hybrid network infrastructure.
Proceedings of the Industrial Track of the 14th ACM/IFIP/USENIX International Middleware Conference, 2013

iProbe: A lightweight user-level dynamic instrumentation tool.
Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

Predictive VM consolidation on multiple resources: Beyond load balancing.
Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013

Network-aware coordination of virtual machine migrations in enterprise data centers and clouds.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Efficient Invariant Search for Distributed Information Systems.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

A Data Analytic Engine Towards Self-Management of Cyber-Physical Systems.
Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

Diagnosing Data Center Behavior Flow by Flow.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

NetFuse: Short-circuiting traffic surges in the cloud.
Proceedings of IEEE International Conference on Communications, 2013

Transparent and Flexible Network Management for Big Data Processing in the Cloud.
Proceedings of the 5th USENIX Workshop on Hot Topics in Cloud Computing, 2013

Fault detection and localization in distributed systems using invariant relationships.
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012
NetDEO: Automating network design, evolution, and optimization.
Proceedings of the 20th IEEE International Workshop on Quality of Service, 2012

Application dependency discovery using matrix factorization.
Proceedings of the 20th IEEE International Workshop on Quality of Service, 2012

CHEX: statically vetting Android apps for component hijacking vulnerabilities.
Proceedings of the ACM Conference on Computer and Communications Security, 2012

2011
Combined Power and Performance Management of Virtualized Computing Environments Serving Session-Based Workloads.
IEEE Trans. Network and Service Management, 2011

Experience Transfer for the Configuration Tuning in Large-Scale Computing Systems.
IEEE Trans. Knowl. Data Eng., 2011

Understanding data center network architectures in virtualized environments: A view from multi-tier applications.
Computer Networks, 2011

Ranking the importance of alerts for problem determination in large computer systems.
Cluster Computing, 2011

CloudInsight: Shedding Light on the Cloud.
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011

Effective VM sizing in virtualized data centers.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

iPOEM: a GPS tool for integrated management in virtualized data centers.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

Untangling mixed information to calibrate resource utilization in virtual machines.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

Application Behavior Mapping across Heterogeneous Hardware Platforms.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

2010
Understanding Internet Video sharing site workload: A view from data center design.
J. Visual Communication and Image Representation, 2010

A Cooperative Sampling Approach to Discovering Optimal Configurations in Large Scale Computing Systems.
Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010

Invariants Based Failure Diagnosis in Distributed Computing Systems.
Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010

Extracting Overlay Invariants of Distributed Systems for Autonomic System Management.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

VCAE: A Virtualization and Consolidation Analysis Engine for Large Scale Data Centers.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Supporting System-wide Similarity Queries for networked system management.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010

Evaluating the impact of data center network architectures on application performance in virtualized environments.
Proceedings of the 18th International Workshop on Quality of Service, 2010

Optimal Probing for Unicast Network Delay Tomography.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems.
Proceedings of the 7th International Conference on Autonomic Computing, 2010

2009
Experience transfer for the configuration tuning in large scale computing systems.
SIGMETRICS Performance Evaluation Review, 2009

Fast Indexing for Large-scale Networked System Modeling.
JNW, 2009

Power and performance management of virtualized computing environments via lookahead control.
Cluster Computing, 2009

Intelligent Workload Factoring for a Hybrid Cloud Computing Model.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Boosting the performance of computing systems through adaptive configuration tuning.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A gradient oriented recombination scheme for evolution strategies.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

QoEScope: Adaptive IP service management for heterogeneous enterprise networks.
Proceedings of the 17th International Workshop on Quality of Service, 2009

Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems.
Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009

Resilient workload manager: taming bursty workload of scaling internet applications.
Proceedings of the 6th International Conference on Autonomic Computing, 2009

Ranking the importance of alerts for problem determination in large computer systems.
Proceedings of the 6th International Conference on Autonomic Computing, 2009

Inputs of Coma: Static Detection of Denial-of-Service Vulnerabilities.
Proceedings of the 22nd IEEE Computer Security Foundations Symposium, 2009

2008
Approximation Modeling for the Online Performance Management of Distributed Computing Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Adaptive Sensor Placement and Boundary Estimation for Monitoring Mass Objects.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Monitoring High-Dimensional Data for Failure Detection and Localization in Large-Scale Computing Systems.
IEEE Trans. Knowl. Data Eng., 2008

Profiling services for resource optimization and capacity planning in distributed systems.
Cluster Computing, 2008

Understanding internet video sharing site workload: a view from data center design.
Proceedings of the 17th International Conference on World Wide Web, 2008

Correlating real-time monitoring data for mobile network management.
Proceedings of the 9th IEEE International Symposium on a World of Wireless, 2008

Automatic Profiling of Network Event Sequences: Algorithm and Applications.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Measurement, Modeling, and Analysis of Internet Video Sharing Site Workload: A Case Study.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Exploiting Local and Global Invariants for the Management of Large Scale Information Systems.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Autotuning Configurations in Distributed Systems for Performance Improvements Using Evolutionary Strategies.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Enabling Information Confidentiality in Publish/Subscribe Overlay Services.
Proceedings of IEEE International Conference on Communications, 2008

Power and Performance Management of Virtualized Computing Environments Via Lookahead Control.
Proceedings of the 2008 International Conference on Autonomic Computing, 2008

2007
Multiresolution Abnormal Trace Detection Using Varied-Length n-Grams and Automata.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2007

Online Tracking of Component Interactions for Failure Detection and Localization in Distributed Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2007

Efficient and Scalable Algorithms for Inferring Likely Invariants in Distributed Systems.
IEEE Trans. Knowl. Data Eng., 2007

Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping.
IEEE Trans. Knowl. Data Eng., 2007

State space exploration using feedback constraint generation and Monte-Carlo sampling.
Proceedings of the 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2007

Nonlinear Feature Selection by Relevance Feature Vector Machine.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Real-time Application Monitoring and Diagnosis for Service Hosting Platforms of Black Boxes.
Proceedings of the Integrated Network Management, 2007

Approximation Modeling for the Online Performance Management of Distributed Computing Systems.
Proceedings of the Fourth International Conference on Autonomic Computing (ICAC'07), 2007

2006
Modeling and Tracking of Transaction Flow Dynamics for Fault Detection in Complex Systems.
IEEE Trans. Dependable Sec. Comput., 2006

Semantic Interoperability and Information Fluidity.
Int. J. Cooperative Inf. Syst., 2006

Discovering likely invariants of distributed transaction systems for autonomic system management.
Cluster Computing, 2006

Combining supervised and unsupervised monitoring for fault detection in distributed computing systems.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Fault Detection in Distributed Systems by Representative Subspace Mapping.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Nonlinear Dimensionality Reduction for Manifold Learning.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Discovering Likely Invariants of Distributed Transaction Systems for Autonomic System Management.
Proceedings of the 3rd International Conference on Autonomic Computing, 2006

Tracking Probabilistic Correlation of Monitoring Data for Fault Detection in Complex Systems.
Proceedings of the 2006 International Conference on Dependable Systems and Networks (DSN 2006), 2006

2005
Failure detection and localization in component based systems by online tracking.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Multi-resolution Abnormal Trace Detection Using Varied-length N-grams and Automata.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

2004
Functional Validation in Grid Computing.
Autonomous Agents and Multi-Agent Systems, 2004

2003
The theory of trackability with applications to sensor networks.
TOSN, 2003

Semantic depth and markup complexity.
Proceedings of the IEEE International Conference on Systems, 2003

2002
Performance Analysis of Mobile Agents for Filtering Data Streams on Wireless Networks.
MONET, 2002

2000
Performance analysis of mobile agents for filtering data streams on wireless networks.
Proceedings of the 3rd International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2000


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