Valerie Taylor
Orcid: 0000-0001-6061-0191Affiliations:
- Argonne National Laboratory, Lemont, IL, USA
- Texas A&M University, Computer Science and Engineering Department, College Station, Texas, USA
- Northwestern University (NU), Electrical Engineering and Computer Science Department, Evanston, IL, USA
- University of California, Berkeley, CA, USA (PhD 1991)
According to our database1,
Valerie Taylor
authored at least 103 papers
between 1991 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2016, "For leadership in broadening participation in computing".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on anl.gov
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators.
CoRR, 2024
An Autotuning-based Optimization Framework for Mixed-kernel SVM Classifications in Smart Pixel Datasets and Heterojunction Transistors.
CoRR, 2024
LASSI: An LLM-Based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes.
Proceedings of the IEEE International Conference on Cluster Computing, 2024
2023
CoRR, 2023
Performance and power modeling and prediction using MuMMI and 10 machine learning methods.
Concurr. Comput. Pract. Exp., 2023
Utilizing ensemble learning for performance and power modeling and improvement of parallel cancer deep learning CANDLE benchmarks.
Concurr. Comput. Pract. Exp., 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
2022
Comput. Sci. Eng., 2022
Autotuning PolyBench benchmarks with LLVM Clang/Polly loop optimization pragmas using Bayesian optimization.
Concurr. Comput. Pract. Exp., 2022
2021
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version).
CoRR, 2021
Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021
Proceedings of the IEEE/ACM Workshop on Memory Centric High Performance Computing, 2021
Proceedings of the IEEE International Conference on Cluster Computing, 2021
2020
Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods.
CoRR, 2020
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020
Proceedings of the IEEE International Conference on Cluster Computing, 2020
2019
The ACM Richard Tapia Celebration of Diversity in Computing Conferences, Presented by CMD-IT.
Comput. Sci. Eng., 2019
The New NSF Requirement for Broadening Participation in Computing (BPC) Plans: Community Advice and Resources.
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019
Performance, Energy, and Scalability Analysis and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks.
Proceedings of the 48th International Conference on Parallel Processing, 2019
2018
Increasing Women and Underrepresented Minorities in Computing: The Landscape and What You Can Do.
Computer, 2018
2017
Performance and Power Characteristics and Optimizations of Hybrid MPI/OpenMP LULESH Miniapps under Various Workloads.
Proceedings of the 5th International Workshop on Energy Efficient Supercomputing, 2017
2016
Center for Minorities and People with Disabilities in Information Technology (CMD-IT).
Inroads, 2016
Computer, 2016
Utilizing Hardware Performance Counters to Model and Optimize the Energy and Performance of Large Scale Scientific Applications on Power-Aware Supercomputers.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
2015
Power and performance characteristics of CORAL Scalable Science Benchmarks on BlueGene/Q Mira.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015
Transfer student pathways to engineering degrees: A multi-institutional study based in Texas.
Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015
2014
E-AMOM: an energy-aware modeling and optimization methodology for scientific applications.
Comput. Sci. Res. Dev., 2014
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014
Proceedings of the Computing Frontiers Conference, CF'14, 2014
2013
Performance modeling of hybrid MPI/OpenMP scientific applications on large-scale multicore supercomputers.
J. Comput. Syst. Sci., 2013
Performance Characteristics of Hybrid MPI/OpenMP Scientific Applications on a Largescale Multithreaded BlueGene/Q Supercomputer.
Int. J. Networked Distributed Comput., 2013
MuMMI: multiple metrics modeling infrastructure for exploring performance and power modeling.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013
Performance Characteristics of Hybrid MPI/OpenMP Scientific Applications on a Large-Scale Multithreaded BlueGene/Q Supercomputer.
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013
Proceedings of the Tools for High Performance Computing 2013, 2013
2012
Power-aware predictive models of hybrid (MPI/OpenMP) scientific applications on multicore systems.
Comput. Sci. Res. Dev., 2012
Performance Characteristics of Hybrid MPI/OpenMP Implementations of NAS Parallel Benchmarks SP and BT on Large-Scale Multicore Clusters.
Comput. J., 2012
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
2011
Performance characteristics of hybrid MPI/OpenMP implementations of NAS parallel benchmarks SP and BT on large-scale multicore supercomputers.
SIGMETRICS Perform. Evaluation Rev., 2011
Energy and performance characteristics of different parallel implementations of scientific applications on multicore systems.
Int. J. High Perform. Comput. Appl., 2011
Commun. ACM, 2011
Performance Modeling of Hybrid MPI/OpenMP Scientific Applications on Large-scale Multicore Cluster Systems.
Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011
2010
2009
Performance Analysis and Optimization of Parallel Scientific Applications on CMP Clusters.
Scalable Comput. Pract. Exp., 2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
An OpenMP Approach to Modeling Dynamic Earthquake Rupture Along Geometrically Complex Faults on CMP Systems.
Proceedings of the ICPPW 2009, 2009
2008
A Methodology for Developing High Fidelity Communication Models for Large-Scale Applications Targeted on Multicore Systems.
Proceedings of the 20th International Symposium on Computer Architecture and High Performance Computing, 2008
Performance Analysis and Optimization of Parallel Scientific Applications on CMP Cluster Systems.
Proceedings of the 37th International Conference on Parallel Processing, 2008
Performance Analysis of Parallel Visualization Applications and Scientific Applications on an Optical Grid.
Proceedings of the International Conference on Cyberworlds 2008, 2008
2006
DistDLB: Improving cosmology SAMR simulations on distributed computing systems through hierarchical load balancing.
J. Parallel Distributed Comput., 2006
Proceedings of the Conference on Design, Automation and Test in Europe, 2006
Performance Analysis, Modeling and Prediction of a Parallel Multiblock Lattice Boltzmann Application Using Prophesy System.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006
Proceedings of the Parallel Processing for Scientific Computing, 2006
2005
Performance Prediction-based versus Load-based Site Selection: Quantifying the Difference.
Proceedings of the ISCA 18th International Conference on Parallel and Distributed Computing Systems, 2005
2004
J. Parallel Distributed Comput., 2004
2003
Prophesy: an infrastructure for performance analysis and modeling of parallel and grid applications.
SIGMETRICS Perform. Evaluation Rev., 2003
Future Gener. Comput. Syst., 2003
Using Kernel Coupling to Improve the Performance of Multithreaded Applications.
Proceedings of the ISCA 16th International Conference on Parallel and Distributed Computing Systems, 2003
2002
IEEE Trans. Parallel Distributed Syst., 2002
Sci. Program., 2002
J. Parallel Distributed Comput., 2002
Performance Coupling: Case Studies for Improving the Performance of Scientific Applications.
J. Parallel Distributed Comput., 2002
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002
2001
Parallel Comput., 2001
J. Parallel Distributed Comput., 2001
Design and Development of the Prophesy Performance Database for Distributed Scientific Applications.
Proceedings of the Tenth SIAM Conference on Parallel Processing for Scientific Computing, 2001
Proceedings of the 3rd Annual International Workshop on Active Middleware Services (AMS 2001), 2001
Proceedings of the 2001 International Conference on Parallel Processing, 2001
System Buffer Size Requirements: An Application's Perspective.
Proceedings of the ISCA 14th International Conference on Parallel and Distributed Computing Systems, 2001
2000
Concurr. Pract. Exp., 2000
Data management for large-scale scientific computations in high performance distributed systems.
Clust. Comput., 2000
A network-computing infrastructure for tool experimentation applied to computer architecture education.
Proceedings of the 2000 workshop on Computer architecture education, 2000
APRIL: A Run-Time Library for Tape-Resident Data.
Proceedings of the Eighth NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies in cooperation with Seventeenth IEEE Symposium on Mass Storage Systems, 2000
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
Prophesy: An Infrastructure for Analyzing and Modeling the Performance of Parallel and Distributed Applications.
Proceedings of the Ninth IEEE International Symposium on High Performance Distributed Computing, 2000
1999
Performance Coupling: A Methodology for Predicting Application Performance Using Kernel Performance.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
Mesh Partitioning for Distributed Systems: Exploring Optimal Number of Partitions with Local and Remote Communication.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
Using Run-Time Predictions to Estimate Queue Wait Times and Improve Scheduler Performance.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1999
Data Management for Large-Scale Scientific Computations in High Performance Distributed Systems.
Proceedings of the Eighth IEEE International Symposium on High Performance Distributed Computing, 1999
1998
J. Parallel Distributed Comput., 1998
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1998
Proceedings of the Seventh IEEE International Symposium on High Performance Distributed Computing, 1998
On the Implementation of Broadcast, Scatter and Gather in a Heterogeneous Architecture.
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998
1997
J. Parallel Distributed Comput., 1997
Implicit Finite Element Applications: A Case for Matching the Number of Processors to the Dynamics of the Program Execution.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
Proceedings of the 1997 International Conference on Application-Specific Systems, 1997
Proceedings of the Proceedings 30st Annual Simulation Symposium (SS '97), April 7-9, 1997, 1997
1996
Performance Modeling of Interactive, Immersive Virtual Environments for Finite Element Simulations.
Int. J. High Perform. Comput. Appl., 1996
IEEE Computer Graphics and Applications, 1996
Proceedings of the MASCOTS '96, 1996
Proceedings of the 29th Annual Hawaii International Conference on System Sciences (HICSS-29), 1996
A Decomposition Method For Efficient Use Of Distributed Supercomputers For Finite Element Applications.
Proceedings of the 1996 International Conference on Application-Specific Systems, 1996
1995
IEEE Trans. Computers, 1995
1994
Proceedings of the 1994 International Conference on Parallel Processing, 1994
1992
Proceedings of the Proceedings Supercomputing '92, 1992
The Effects of Communication Overhead on the Speedup of Parallel 3-D Finite Element Applications.
Proceedings of the 6th International Parallel Processing Symposium, 1992
1991
Proceedings of the Proceedings Supercomputing '91, 1991