Valerie E. Taylor

Orcid: 0000-0001-6061-0191

Affiliations:
  • Texas A&M University, College Station, Texas, USA


According to our database1, Valerie E. Taylor authored at least 100 papers between 1991 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2016, "For leadership in broadening participation in computing".

IEEE Fellow

IEEE Fellow 2013, "For contributions to performance enhancement of parallel computing applications".

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Integrating ytopt and libEnsemble to Autotune OpenMC.
CoRR, 2024

2023
ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales.
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

Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022
Hands-On Computer Science: The Array of Things Experimental Urban Instrument.
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

Increasing Diversity in Computing Education: Lesson Learned.
Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021

Performance and Energy Improvement of ECP Proxy App SW4lite under Various Workloads.
Proceedings of the IEEE/ACM Workshop on Memory Centric High Performance Computing, 2021

A Dynamic Power Capping Library for HPC Applications.
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

Increasing Diversity in Computing: A Focus on Retention.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

Toward an End-to-End Auto-tuning Framework in HPC PowerStack.
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

Using Performance-Power Modeling to Improve Energy Efficiency of HPC Applications.
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

Parallel Optical Flow Processing of 4D Cardiac CT Data on Multicore Clusters.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

SKOPE: a framework for modeling and exploring workload behavior.
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

MuMMI: Multiple Metrics Modeling Infrastructure.
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013

MuMMI: Multiple Metrics Modeling Infrastructure.
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

SWAPP: A Framework for Performance Projections of HPC Applications Using Benchmarks.
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

Data trends on minorities and people with disabilities in computing.
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
Cultivating cultural diversity in information technology.
Commun. ACM, 2010

2009
Performance Analysis and Optimization of Parallel Scientific Applications on CMP Clusters.
Scalable Comput. Pract. Exp., 2009

Performance projection of HPC applications using SPEC CFP2006 benchmarks.
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

A hybrid framework for design and analysis of fault-tolerant architectures.
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

Approaches to Architecture-Aware Parallel Scientific Computation.
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
Predicting application run times with historical information.
J. Parallel Distributed Comput., 2004

2003
Prophesy: an infrastructure for performance analysis and modeling of parallel and grid applications.
SIGMETRICS Perform. Evaluation Rev., 2003

Exploring cosmology applications on distributed environments.
Future Gener. Comput. Syst., 2003

Introduction: Performance Analysis and Modeling.
Clust. Comput., 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
Mesh Partitioning for Efficient Use of Distributed Systems.
IEEE Trans. Parallel Distributed Syst., 2002

Dynamic load balancing of SAMR applications on distributed systems.
Sci. Program., 2002

Women of color in computing.
ACM SIGCSE Bull., 2002

A novel dynamic load balancing scheme for parallel systems.
J. Parallel Distributed Comput., 2002

Performance Coupling: Case Studies for Improving the Performance of Scientific Applications.
J. Parallel Distributed Comput., 2002

Using Kernel Couplings to Predict Parallel Application Performance.
Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing (HPDC-11 2002), 2002

I/O Analysis and Optimization for an AMR Cosmology Application.
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002

2001
Implementing parallel shortest path for parallel transportation applications.
Parallel Comput., 2001

Balancing Load versus Decreasing Communication: Parameterizing the Tradeoff.
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

Prophesy: Automating the Modeling Process.
Proceedings of the 3rd Annual International Workshop on Active Middleware Services (AMS 2001), 2001

Dynamic Load Balancing for Structured Adaptive Mesh Refinement Applications.
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
ParaPART: Parallel Mesh Partitioning Tool for Distributed Systems.
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

Scheduling with Advanced Reservations.
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
Guest Editor's Introduction.
J. VLSI Signal Process., 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
Guest Editors' Introduction.
J. VLSI Signal Process., 1998

Termination Detection for Parallel Shortest Path Algorithms.
J. Parallel Distributed Comput., 1998

Predicting Application Run Times Using Historical Information.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1998

Mesh Partitioning for Distributed Systems.
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
Parallel Molecular Dynamics: Implications for Massively Parallel Machines.
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

PART: a partitioning tool for efficient use of distributed systems.
Proceedings of the 1997 International Conference on Application-Specific Systems, 1997

Towards the Design of a Heterogeneous Hierarchical Machine: A Simulation Approach.
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

Identifying and reducing critical lag in finite element simulations.
IEEE Computer Graphics and Applications, 1996

Bridge: A Retargetable Extensive Profiling Tool.
Proceedings of the MASCOTS '96, 1996

Balancing Load versus Decreasing Communication: Exploring the Tradeoffs.
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
SPAR: A New Architecture for Large Finite Element Computations.
IEEE Trans. Computers, 1995

1994
Practical Isuues of 2-D Parallel Finite Element Analysis.
Proceedings of the 1994 International Conference on Parallel Processing, 1994

1992
Sparse Matrix Computations: Implications for Cache Designs.
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
Three-dimensional finite-element analyses: implications for computer architectures.
Proceedings of the Proceedings Supercomputing '91, 1991


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