Kesheng Wu
Orcid: 0000-0002-6907-3393Affiliations:
- Lawrence Berkeley National Lab, Berkeley, CA, USA
According to our database1,
Kesheng Wu
authored at least 206 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
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on scopus.com
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on orcid.org
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on crd.lbl.gov
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on dl.acm.org
On csauthors.net:
Bibliography
2024
ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detection.
Neural Networks, 2024
Inf. Sci., 2024
IEEE Access, 2024
A2FL: Autonomous and Adaptive File Layout in HPC through Real-time Access Pattern Analysis.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024
2023
Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis.
J. Big Data, December, 2023
Locating Partial Discharges in Power Transformers with Convolutional Iterative Filtering.
Sensors, February, 2023
Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective.
Syst., 2023
Leveraging History to Predict Infrequent Abnormal Transfers in Distributed Workflows.
Sensors, 2023
Unraveling Diffusion in Fusion Plasma: A Case Study of In Situ Processing and Particle Sorting.
CoRR, 2023
Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023
Effectiveness and predictability of in-network storage cache for Scientific Workflows.
Proceedings of the International Conference on Computing, Networking and Communications, 2023
Proceedings of the 2023 on Systems and Network Telemetry and Analytics, 2023
Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data.
Proceedings of the IEEE International Conference on Big Data, 2023
Counterfactual Analysis: A Case Study on Impact of External Events on Building Energy Consumption.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization.
IEEE Trans. Parallel Distributed Syst., 2022
Inf. Sci., 2022
Comput. Geosci., 2022
Digit. Commun. Networks, 2022
Feature Engineering and Classification Models for Partial Discharge in Power Transformers.
CoRR, 2022
Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow.
CoRR, 2022
Design and implementation of dynamic I/O control scheme for large scale distributed file systems.
Clust. Comput., 2022
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the SNTA@HPDC 2022, 2022
Proceedings of the SNTA@HPDC 2022, 2022
Proceedings of the SNTA@HPDC 2022, 2022
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
2021
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-70749-1, 2021
J. Parallel Distributed Comput., 2021
Network traffic performance analysis from passive measurements using gradient boosting machine learning.
Int. J. Big Data Intell., 2021
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers.
CoRR, 2021
CoRR, 2021
Investigating Underlying Drivers of Variability in Residential Energy Usage Patterns with Daily Load Shape Clustering of Smart Meter Data.
CoRR, 2021
Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
Proceedings of the SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry and Analytics, 2021
Proceedings of the SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry and Analytics, 2021
Proceedings of the SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry and Analytics, 2021
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021
Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management.
SoftwareX, 2020
Extending the Publish/Subscribe Abstraction for High-Performance I/O and Data Management at Extreme Scale.
IEEE Data Eng. Bull., 2020
Deep Learning on Real Geophysical Data: A Case Study for Distributed Acoustic Sensing Research.
CoRR, 2020
Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes.
IEEE Access, 2020
A Deep Deterministic Policy Gradient Based Network Scheduler For Deadline-Driven Data Transfers.
Proceedings of the 2020 IFIP Networking Conference, 2020
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020
Transfer Learning Approach for Botnet Detection Based on Recurrent Variational Autoencoder.
Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020
Feature Selection Improves Tree-based Classification for Wireless Intrusion Detection.
Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020
Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Incremental nonnegative matrix factorization based on correlation and graph regularization for matrix completion.
Int. J. Mach. Learn. Cybern., 2019
Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization.
ACM J. Data Inf. Qual., 2019
Distributed Parallel Databases, 2019
Concurr. Comput. Pract. Exp., 2019
Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics, 2019
SLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis.
Proceedings of the High Performance Computing - 34th International Conference, 2019
Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019
Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2019
Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019
Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019
Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019
Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the Fourth International Conference on Fog and Mobile Edge Computing, 2019
Proceedings of the Data Compression Conference, 2019
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
IEEE Trans. Intell. Transp. Syst., 2018
Automatic identification and classification of Palomar Transient Factory astrophysical objects in GLADE.
Int. J. Comput. Sci. Eng., 2018
Int. J. Big Data Intell., 2018
Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction.
CoRR, 2018
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018
Proceedings of the Supercomputing Frontiers - 4th Asian Conference, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
ArrayBridge: Interweaving Declarative Array Processing in SciDB with Imperative HDF5-Based Programs.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Proceedings of the 2018 IEEE International Conference on Autonomic Computing, 2018
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
ArrayBridge: Interweaving declarative array processing with high-performance computing.
CoRR, 2017
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Optimizing the query performance of block index through data analysis and I/O modeling.
Proceedings of the International Conference for High Performance Computing, 2017
UoI-NMF Cluster: A Robust Nonnegative Matrix Factorization Algorithm for Improved Parts-Based Decomposition and Reconstruction of Noisy Data.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017
Proceedings of the 2017 Data Compression Conference, 2017
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Data quality challenges with missing values and mixed types in joint sequence analysis.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Feature Engineering and Classification Models for Partial Discharge Events in Power Transformers.
Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, 2017
Comparison of Clustering Techniques for Residential Energy Behavior Using Smart Meter Data.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma.
IEEE Trans. Big Data, 2016
IEEE J. Sel. Top. Signal Process., 2016
Concurr. Comput. Pract. Exp., 2016
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016
Proceedings of the 24th High Performance Computing Symposium, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Performance analysis, design considerations, and applications of extreme-scale <i>in situ</i> infrastructures.
Proceedings of the International Conference for High Performance Computing, 2016
Visualization and Analysis for Near-Real-Time Decision Making in Distributed Workflows.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
Proceedings of the Provenance and Annotation of Data and Processes, 2016
Proceedings of the 45th International Conference on Parallel Processing, 2016
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
Indexing Blocks to Reduce Space and Time Requirements for Searching Large Data Files.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016
Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Towards Real-Time Detection and Tracking of Blob-Filaments in Fusion Plasma Big Data.
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015
Proceedings of the 10th Parallel Data Storage Workshop, 2015
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Hello ADIOS: the challenges and lessons of developing leadership class I/O frameworks.
Concurr. Comput. Pract. Exp., 2014
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the 7th Workshop on High Performance Computational Finance, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014
Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations.
Proceedings of the Databases in Networked Information Systems - 9th International Workshop, 2014
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014
2013
Proceedings of the Visualization and Data Analysis 2013, 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the 8th Parallel Data Storage Workshop, 2013
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
2012
Proceedings of the International Conference on Computational Science, 2012
Proceedings of the Scientific and Statistical Database Management, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the High Performance Visualization, 2012
2011
Proceedings of the Scientific and Statistical Database Management, 2011
Proceedings of the Scientific and Statistical Database Management, 2011
Proceedings of the Conference on High Performance Computing Networking, 2011
Federal market information technology in the post flash crash era: roles for supercomputing.
Proceedings of the WHPCF'11, 2011
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011
A Communication-Avoiding Thick-Restart Lanczos Method on a Distributed-Memory System.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011
2010
ACM Trans. Math. Softw., 2010
ACM Trans. Database Syst., 2010
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010
Finding Tropical Cyclones on a Cloud Computing Cluster: Using Parallel Virtualization for Large-Scale Climate Simulation Analysis.
Proceedings of the Cloud Computing, Second International Conference, 2010
2009
Proceedings of the New Trends in Data Warehousing and Data Analysis, 2009
Pattern Anal. Appl., 2009
Proceedings of the Scientific and Statistical Database Management, 2009
Proceedings of the Scientific and Statistical Database Management, 2009
Proceedings of the ISSRE 2009, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009
2008
Proceedings of the Scientific and Statistical Database Management, 2008
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008
Proceedings of the 19th International Symposium on Software Reliability Engineering (ISSRE 2008), 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
2007
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007
2006
ACM Trans. Database Syst., 2006
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006
HDF5-FastQuery: Accelerating Complex Queries on HDF Datasets using Fast Bitmap Indices.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006
Imaging and visual analysis - Detecting distributed scans using high-performance query-driven visualization.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006
2005
Proceedings of the 16th IEEE Visualization Conference, 2005
DEX: Increasing the Capability of Scientific Data Analysis Pipelines by Using Efficient Bitmap Indices to Accelerate Scientific Visualization.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005
Network Traffic Analysis With Query Driven Visualization SC 2005 HPC Analytics Results.
Proceedings of the ACM/IEEE SC2005 Conference on High Performance Networking and Computing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
2003
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003
2002
SIAM J. Sci. Comput., 2002
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002
Proceedings of the DOLAP 2002, 2002
2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
SIAM J. Matrix Anal. Appl., 2000
1999
Parallel Efficiency of the Lanczos Method for Eigenvalue Problems.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
An Evaluation of the Parallel Shift-and-Invert Lanczos Method.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999
1998
Dynamic Thick Restarting of the Davidson, and the Implicitly Restarted Arnoldi Methods.
SIAM J. Sci. Comput., 1998
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998
1996
DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization.
Numer. Linear Algebra Appl., 1996
1993
Performance of the CM-5 and Message Passing Primitives.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
Sparse Matrix Computations on the CM-5.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
Basic Sparse Computations on Data Parallel Computers.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993