Valerie Taylor | Academic Influence

Valerie Taylor's AcademicInfluence.com Rankings

Valerie Taylor

Computer Science

#1386

World Rank

#1434

Historical Rank

#690

USA Rank

Artificial Intelligence

#1110

World Rank

#1129

Historical Rank

#196

USA Rank

Database

#6607

World Rank

#6842

Historical Rank

#824

USA Rank

computer-science Degrees

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Computer Science

Valerie Taylor's Degrees

PhD Computer Science University of California, Berkeley
Masters Computer Science University of California, Berkeley

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Why Is Valerie Taylor Influential?

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According to Wikipedia, Valerie Elaine Taylor is an American computer scientist who is the director of the Mathematics and Computer Science Division of Argonne National Laboratory in Illinois. Her research includes topics such as performance analysis, power analysis, and resiliency. She is known for her work on "Prophesy," described as "a database used to collect and analyze data to predict the performance on different applications on parallel systems."

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Valerie Taylor's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Predicting Application Run Times Using Historical Information (1998) (369)
Scheduling with advanced reservations (2000) (342)
Using Run-Time Predictions to Estimate Queue Wait Times and Improve Scheduler Performance (1999) (245)
Predicting application run times with historical information (2004) (125)
Prophesy: an infrastructure for performance analysis and modeling of parallel and grid applications (2003) (116)
Culturally Responsive Computing in Urban, After-School Contexts (2013) (86)
Power-aware predictive models of hybrid (MPI/OpenMP) scientific applications on multicore systems (2012) (72)
Dynamic Load Balancing of SAMR Applications on Distributed Systems (2001) (69)
Using Performance Prediction to Allocate Grid Resources (2004) (62)
Using kernel couplings to predict parallel application performance (2002) (52)
Dynamic load balancing for structured adaptive mesh refinement applications (2001) (51)
A novel dynamic load balancing scheme for parallel systems (2002) (49)
Performance projection of HPC applications using SPEC CFP2006 benchmarks (2009) (48)
A study of the factorization fill‐in for a parallel implementation of the finite element method (1994) (46)
Energy and performance characteristics of different parallel implementations of scientific applications on multicore systems (2011) (44)
Mesh Partitioning for Efficient Use of Distributed Systems (2002) (41)
Prophesy: automating the modeling process (2001) (35)
Implementing parallel shortest path for parallel transportation applications (2001) (35)
Data management for large‐scale scientific computations in high performance distributed systems (1999) (32)
Prophesy: an infrastructure for analyzing and modeling the performance of parallel and distributed applications (2000) (31)
Using Performance-Power Modeling to Improve Energy Efficiency of HPC Applications (2016) (30)
Performance characteristics of hybrid MPI/OpenMP implementations of NAS parallel benchmarks SP and BT on large-scale multicore supercomputers (2011) (26)
E-AMOM: an energy-aware modeling and optimization methodology for scientific applications (2014) (26)
Women of color in computing (2002) (25)
SKOPE: a framework for modeling and exploring workload behavior (2014) (24)
ParaPART: Parallel Mesh Partitioning Tool for Distributed Systems (1999) (23)
Performance Analysis and Optimization of Parallel Scientific Applications on CMP Cluster Systems (2008) (23)
Design and Development of the Prophesy Performance Database for Distributed Scientific Applications (2001) (23)
SPAR: A New Architecture for Large Finite Element Computations (1995) (22)
Data trends on minorities and people with disabilities in computing (2011) (22)
Hierarchical processors-and-memory architecture for high performance computing (1996) (22)
Performance modeling of hybrid MPI/OpenMP scientific applications on large-scale multicore supercomputers (2011) (21)
DESIGN AND IMPLEMENTATION OF PROPHESY AUTOMATIC INSTRUMENTATION AND DATA ENTRY SYSTEM (2001) (21)
Performance Models of Interactive, Immersive Visualization for Scientific Applications (1996) (20)
APRIL: A Run-Time Library for Tape-Resident Data (2000) (19)
I/O analysis and optimization for an AMR cosmology application (2002) (19)
Performance Characteristics of Hybrid MPI/OpenMP Implementations of NAS Parallel Benchmarks SP and BT on Large-Scale Multicore Clusters (2012) (18)
Performance, Energy, and Scalability Analysis and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks (2019) (18)
Performance Modeling of Interactive, Immersive Virtual Environments for Finite Element Simulations (1996) (18)
White Paper: A Grid Monitoring Service Architecture (DRAFT) (2001) (18)
Parallel Molecular Dynamics: Implications for Massively Parallel Machines (1997) (18)
MuMMI: Multiple Metrics Modeling Infrastructure (2013) (18)
Mesh Partitioning for Distributed Systems: Exploring Optimal Number of Partitions with Local and Remote Communication (1999) (16)
Termination Detection for Parallel Shortest Path Algorithms (1998) (16)
Mesh partitioning for distributed systems (1998) (16)
Performance Analysis and Optimization of Parallel Scientific Applications on CMP Clusters (2001) (16)
Using Processor Partitioning to Evaluate the Performance of MPI, OpenMP and Hybrid Parallel Applications on Dual- and Quad-core Cray XT4 Systems (2009) (16)
Performance Prediction-based versus Load-based Site Selection: Quantifying the Difference (2005) (16)
Performance Analysis, Modeling and Prediction of a Parallel Multiblock Lattice Boltzmann Application Using Prophesy System (2006) (16)
Performance Study of Parallel Shortest Path Algorithms: Characteristics of Good Decompositions (1997) (16)
A Web-based Prophesy Automated Performance Modeling System (2006) (15)
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (2020) (14)
A Simple Case Study of a Grid Performance System (2001) (14)
SWAPP: A Framework for Performance Projections of HPC Applications Using Benchmarks (2012) (14)
DistDLB: Improving cosmology SAMR simulations on distributed computing systems through hierarchical load balancing (2006) (14)
Processor partitioning: an experimental performance analysis of parallel applications on SMP cluster systems (2007) (13)
Parallel molecular dynamics: communication requirements for massively parallel machines (1995) (12)
Balancing Load versus Decreasing Communication: Parameterizing the Tradeoff (2001) (12)
Performance Coupling: A Methodology for Predicting Application Performance Using Kernel Performance (1999) (12)
Balancing load versus decreasing communication: exploring the tradeoffs (1996) (12)
Increasing Women and Underrepresented Minorities in Computing: The Landscape and What You Can Do (2018) (11)
Performance Modeling of Hybrid MPI/OpenMP Scientific Applications on Large-scale Multicore Cluster Systems (2011) (11)
Utilizing Hardware Performance Counters to Model and Optimize the Energy and Performance of Large Scale Scientific Applications on Power-Aware Supercomputers (2016) (10)
A Simulation-based Coste ciency Study of Hierarchical Heterogeneous Machines for Compiler-and Hand-Parallelized Applications (1997) (9)
Performance coupling: case studies for measuring the interactions of kernels in modern applications (2001) (8)
Parallel Simulations of Dynamic Earthquake Rupture along Geometrically Complex Faults on CMP Systems (2011) (8)
Transfer student pathways to engineering degrees: A multi-institutional study based in Texas (2015) (7)
Identifying and reducing critical lag in finite element simulations (1996) (7)
Sparse matrix computations: implications for cache designs (1992) (7)
On the implementation of broadcast, scatter and gather in a heterogeneous architecture (1998) (7)
A decomposition method for efficient use of distributed supercomputers for finite element applications (1996) (7)
MuMMI: multiple metrics modeling infrastructure for exploring performance and power modeling (2013) (6)
Reducing the Idle Time of Parallel Shortest Path (1998) (6)
Broadening Participation Cultivating Cultural Diversity in Information Technology (2010) (6)
Toward an End-to-End Auto-tuning Framework in HPC PowerStack (2020) (5)
Parallel Earthquake Simulations on Large-Scale Multicore Supercomputers (2011) (5)
Resource management in metacomputing environments (parallel computing) (1999) (5)
An OpenMP Approach to Modeling Dynamic Earthquake Rupture Along Geometrically Complex Faults on CMP Systems (2009) (5)
Towards the design of a heterogenous hierarchical machine: a simulation approach (1997) (5)
On the Use of Simulation and Parallelization Tools in Computer Architecture and Programming Courses (2000) (5)
Dynamic Load Balancing for Adaptive Mesh Refinement Applications : Improvements and Sensitivity Analysis (2001) (4)
Cultivating cultural diversity in information technology (2010) (4)
PART: a partitioning tool for efficient use of distributed systems (1997) (4)
Parallel Finite Element Earthquake Rupture Simulations on Quad- and Hex-core Cray XT Systems (2011) (4)
E-AMOM: an energy-aware modeling and optimization methodology for scientific applications (2013) (4)
A Methodology for Developing High Fidelity Communication Models for Large-Scale Applications Targeted on Multicore Systems (2008) (4)
Approaches to Architecture-Aware Parallel Scientific Computation (2006) (4)
1 Performance Analysis and Optimization of the Regional Ocean Model System on TeraGrid (2007) (4)
Performance, Power, and Scalability Analysis of the Horovod Implementation of the CANDLE NT3 Benchmark on the Cray XC40 Theta (2018) (3)
Exploring the Baccalaureate Origin of Domestic Ph.D. Students in Computing Fields (2013) (3)
A hybrid framework for design and analysis of fault-tolerant architectures (2006) (3)
Using Kernel Coupling to Improve the Performance of Multithreaded Applications (2003) (3)
Using Large Page and Processor Binding to Optimize the Performance of OpenMP Scientific Applications on an IBM POWER 5 + System (2009) (3)
Power and performance characteristics of CORAL Scalable Science Benchmarks on BlueGene/Q Mira (2015) (3)
A network-computing infrastructure for tool experimentation applied to computer architecture education (2000) (3)
US QCD computational performance studies with PERI (2007) (3)
Performance and Power Characteristics and Optimizations of Hybrid MPI/OpenMP LULESH Miniapps under Various Workloads (2017) (2)
Exploring cosmology applications on distributed environments (2003) (2)
International conference on application-specific systems, architectures and processors 1996: Proceedings (1996) (2)
Performance Analysis of Parallel Visualization Applications and Scientific Applications on an Optical Grid (2008) (2)
Utilizing Ensemble Learning for Performance and Power Modeling and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks (2020) (2)
Performance Characteristics of Hybrid MPI/OpenMP Scientific Applications on a Large-Scale Multithreaded BlueGene/Q Supercomputer (2013) (2)
Dynamic load balancing for parallel and distributed systems (2002) (2)
Performance Coupling: Case Studies for Improving the Performance of Scientific Applications (2002) (2)
The effects of communication overhead on the speedup of parallel 3-D finite element applications (1992) (2)
Bridge: a retargetable extensive profiling tool (1996) (2)
Network Computer For Computer Architecture Education: A Progress Report (2001) (2)
Performance Analysis of a 3 D Parallel Volume Rendering Application on Scalable Tiled Displays (2005) (2)
A Dynamic Power Capping Library for HPC Applications (2021) (2)
Center for Minorities and People with Disabilities in Information Technology (CMD-IT) (2016) (2)
The ACM Richard Tapia Celebration of Diversity in Computing Conferences, Presented by CMD-IT (2019) (2)
ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales (2023) (1)
Prophesy : A Web-based Performance Analysis and Modeling System for Parallel and Distributed Applications (2003) (1)
Performance database technology for SciDAC applications (2007) (1)
Evaluating Runtime and Power Requirements of Multilevel Checkpointing MPI Applications on Four Different Parallel Architectures : An Empirical Study (2018) (1)
Increasing Diversity in Computing: A Focus on Retention (2020) (1)
Power-aware predictive models of hybrid (MPI/OpenMP) scientific applications on multicore systems (2011) (1)
Parallel Optical Flow Processing of 4D Cardiac CT Data on Multicore Clusters (2014) (1)
Performance and Energy Improvement of ECP Proxy App SW4lite under Various Workloads (2021) (1)
Dynamic Load Balancing of SAMR Applications (2005) (1)
Introduction: Performance Analysis and Modeling (2003) (1)
Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods (2020) (1)
Energy Efficient Scheduling Techniques for Real-time Embedded Systems Energy Efficient Scheduling Techniques for Real-time Embedded Systems Energy Efficient Scheduling Techniques for Real-time Embedded Systems (2004) (0)
Implicit Finite Element Applications: A Case for Matching the Number of Processors to the Dynamics of the Program Execution (1997) (0)
Parallel Shortest Path Algorithms : Identifying the Factors thatA ect (1998) (0)
16. Mesh Partitioning for Efficient Use of Distributed Systems (2009) (0)
ROUTING ALGORITHMS FOR LARGE SCALE WIRELESS SENSOR NETWORKS A Thesis by LAKSHMANA PRASANTH NITTALA VENKATA (2004) (0)
Impact of Computing-in-Memo on the Performance of Processor-and-Menlory Hierarchies (1998) (0)
Probabilistic Simhash Matching a Thesis Probabilistic Simhash Matching (2011) (0)
On the Integration of Computer Architecture and Parallel Programming Tools into Computer Curricula (1999) (0)
PART : A Partitioning Tool for E cient Use ofDistributed (1997) (0)
Proceedings - IEEE/ACM International Workshop on Grid Computing: General co-chairs' message (2007) (0)
Writing the Rainbow: Facilitating Undergraduate Teacher Candidates’ LGBTQIA+ Allyship Through Multimodal Writing (2020) (0)
Practical Issues of 2-D Parallel Finite Element Analysis (1994) (0)
Efficient Use of Distributed Systems for Scientific Applications (2000) (0)
Performance and power modeling and prediction using MuMMI and 10 machine learning methods (2022) (0)
Increasing Diversity in Computing Education: Lesson Learned (2021) (0)
Power-Aware Prediction Models of Hybrid (MPI/OpenMP) Scientific Applications (2011) (0)
PART : A Run-Time Library for Tape-Resident Data (1999) (0)
Major Subject: Computer Science (2004) (0)
Dynamic load balancing of SAMR applications on distributed systems 1 (2014) (0)
Ip Routing Lookup: Hardware and Software Approach a Thesis Hardware and Software Approach a Thesis (2004) (0)

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Valerie Taylor is affiliated with the following schools: