Kesheng Wu

According to our database1, Kesheng Wu authored at least 117 papers between 1993 and 2018.

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2018
Predicting baseline for analysis of electricity pricing.
IJBDI, 2018

Distributed Caching for Complex Querying of Raw Arrays.
CoRR, 2018

Distributed caching for processing raw arrays.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

Querying Large Scientific Data Sets with Adaptable IO System ADIOS.
Proceedings of the Supercomputing Frontiers - 4th Asian Conference, 2018

Modeling Data Transfers: Change Point and Anomaly Detection.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Identifying Anomalous File Transfer Events in LCLS Workflow.
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

2017
ArrayBridge: Interweaving declarative array processing with high-performance computing.
CoRR, 2017

Improving Statistical Similarity Based Data Reduction for Non-Stationary Data.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Incremental View Maintenance over Array Data.
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

ArrayUDF: User-Defined Scientific Data Analysis on Arrays.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

Expanding Statistical Similarity Based Data Reduction to Capture Diverse Patterns.
Proceedings of the 2017 Data Compression Conference, 2017

Convolutional Filtering for Accurate Signal Timing from Noisy Streaming Data.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Apply Block Index Technique to Scientific Data Analysis and I/O Systems.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Parallel Variable Selection for Effective Performance Prediction.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Accurate signal timing from high frequency streaming data.
Proceedings of the 2017 IEEE International Conference on Big Data, 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, 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

2016
Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma.
IEEE Trans. Big Data, 2016

Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer.
J. Sel. Topics Signal Processing, 2016

A science data gateway for environmental management.
Concurrency and Computation: Practice and Experience, 2016

Novel Data Reduction Based on Statistical Similarity.
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

AMR-aware in situ indexing and scalable querying.
Proceedings of the 24th High Performance Computing Symposium, 2016

Similarity Join over Array Data.
Proceedings of the 2016 International Conference on Management of Data, 2016

Performance analysis, design considerations, and applications of extreme-scale in situ 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

MPO: A System to Document and Analyze Distributed Heterogeneous Workflows.
Proceedings of the Provenance and Annotation of Data and Processes, 2016

In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses.
Proceedings of the 45th International Conference on Parallel Processing, 2016

SDS-Sort: Scalable Dynamic Skew-aware Parallel Sorting.
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

Data Elevator: Low-Contention Data Movement in Hierarchical Storage System.
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications.
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

Usage Pattern-Driven Dynamic Data Layout Reorganization.
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, 2016

2015
Towards Real-Time Detection and Tracking of Blob-Filaments in Fusion Plasma Big Data.
CoRR, 2015

Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer.
CoRR, 2015

Extracting Baseline Electricity Usage Using Gradient Tree Boosting.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom 2015, 2015

Solving the optimal trading trajectory problem using a quantum annealer.
Proceedings of the 8th Workshop on High Performance Computational Finance, 2015

Heavy-tailed distribution of parallel I/O system response time.
Proceedings of the 10th Parallel Data Storage Workshop, 2015

PATHA: Performance Analysis Tool for HPC Applications.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

In-memory Query System for Scientific Dataseis.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Parallel In Situ Detection of Connected Components in Adaptive Mesh Refinement Data.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Security for the scientific data services framework.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Spatially clustered join on heterogeneous scientific data sets.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Hello ADIOS: the challenges and lessons of developing leadership class I/O frameworks.
Concurrency and Computation: Practice and Experience, 2014

Parallel data analysis directly on scientific file formats.
Proceedings of the International Conference on Management of Data, 2014

Exploring irregular time series through non-uniform fast Fourier transform.
Proceedings of the 7th Workshop on High Performance Computational Finance, 2014

Model-Driven Data Layout Selection for Improving Read Performance.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Simplifying index file structure to improve I/O performance of parallel indexing.
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

Parallel query evaluation as a Scientific Data Service.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

2013
A big data approach to analyzing market volatility.
Algorithmic Finance, 2013

Why high performance visual data analytics is both relevant and difficult.
Proceedings of the Visualization and Data Analysis 2013, 2013

Accelerating gene context analysis using bitmaps.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Optimizing fastquery performance on lustre file system.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

SDS: a framework for scientific data services.
Proceedings of the 8th Parallel Data Storage Workshop, 2013

Expediting scientific data analysis with reorganization of data.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

Fast Change Point Detection for electricity market analysis.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012
TECA: A Parallel Toolkit for Extreme Climate Analysis.
Proceedings of the International Conference on Computational Science, 2012

Minimizing Index Size by Reordering Rows and Columns.
Proceedings of the Scientific and Statistical Database Management, 2012

Efficient Attribute-Based Data Access in Astronomy Analysis.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Parallel I/O, analysis, and visualization of a trillion particle simulation.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

2011
Massive-Scale RDF Processing Using Compressed Bitmap Indexes.
Proceedings of the Scientific and Statistical Database Management, 2011

FastQuery: A General Indexing and Querying System for Scientific Data.
Proceedings of the Scientific and Statistical Database Management, 2011

Parallel index and query for large scale data analysis.
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

Parallel in situ indexing for data-intensive computing.
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

BMF: Bitmapped Mass Fingerprinting for Fast Protein Identification.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

FastQuery: A Parallel Indexing System for Scientific Data.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010
Adaptive Projection Subspace Dimension for the Thick-Restart Lanczos Method.
ACM Trans. Math. Softw., 2010

Analyses of multi-level and multi-component compressed bitmap indexes.
ACM Trans. Database Syst., 2010

Multi-level bitmap indexes for flash memory storage.
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
Using Bitmap Index for Joint Queries on Structured and Text Data.
Proceedings of the New Trends in Data Warehousing and Data Analysis, 2009

Fast connected-component labeling.
Pattern Recognition, 2009

Optimizing two-pass connected-component labeling algorithms.
Pattern Anal. Appl., 2009

Finding Regions of Interest in Large Scientific Datasets.
Proceedings of the Scientific and Statistical Database Management, 2009

Data Parallel Bin-Based Indexing for Answering Queries on Multi-core Architectures.
Proceedings of the Scientific and Statistical Database Management, 2009

Efficiently Extracting Operational Profiles from Execution Logs Using Suffix Arrays.
Proceedings of the ISSRE 2009, 2009

Efficient joins with compressed bitmap indexes.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Breaking the Curse of Cardinality on Bitmap Indexes.
Proceedings of the Scientific and Statistical Database Management, 2008

High performance multivariate visual data exploration for extremely large data.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Efficient Operational Profiling of Systems Using Suffix Arrays on Execution Logs.
Proceedings of the 19th International Symposium on Software Reliability Engineering (ISSRE 2008), 2008

Adaptive Bitmap Indexes for Space-Constrained Systems.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Enabling Real-Time Querying of Live and Historical Stream Data.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Bitmap Index Design Choices and Their Performance Implications.
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007

2006
Optimizing bitmap indices with efficient compression.
ACM Trans. Database Syst., 2006

Minimizing I/O Costs of Multi-Dimensional Queries with Bitmap Indices.
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

Accelerating Network Traffic Analytics Using Query-Driven Visualization.
Proceedings of the IEEE Symposium On Visual Analytics Science And Technology, 2006

2005
Query-Driven Visualization of Large Data Sets.
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

Optimizing connected component labeling algorithms.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Optimizing I/O Costs of Multi-dimensional Queries Using Bitmap Indices.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Optimizing candidate check costs for bitmap indices.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
On the performance of bitmap indices for high cardinality attributes.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, Toronto, Canada, August 31, 2004

Evaluation Strategies for Bitmap Indices with Binning.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

2003
Using Bitmap Index for Interactive Exploration of Large Datasets.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

2002
A Block Orthogonalization Procedure with Constant Synchronization Requirements.
SIAM J. Scientific Computing, 2002

Compressing Bitmap Indexes for Faster Search Operations.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

Strategies for processing ad hoc queries on large data warehouses.
Proceedings of the DOLAP 2002, 2002

2001
A Performance Comparison of bitmap indexes.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Thick-Restart Lanczos Method for Large Symmetric Eigenvalue Problems.
SIAM J. Matrix Analysis Applications, 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. Scientific Computing, 1998

A new Lanczos method for electronic structure calculations.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

Thick-Restart Lanczos Method for Symmetric Eigenvalue Problems.
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998

1996
DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization.
Numerical Lin. Alg. with Applic., 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


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