Samuel Williams

Orcid: 0000-0002-8327-5717

Affiliations:

Lawrence Berkeley National Laboratory, Berkeley, CA, USA
University of California at Berkeley, CA, USA (PhD 2008)

According to our database¹, Samuel Williams authored at least 105 papers between 2001 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Evaluating the potential of disaggregated memory systems for HPC applications.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., August, 2024

Bricks: A high-performance portability layer for computations on block-structured grids.

[BibT_eX]

[DOI]

Mahesh Lakshminarasimhan

Int. J. High Perform. Comput. Appl., 2024

Comprehensive Performance Modeling and System Design Insights for Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

LPSim: Large Scale Multi-GPU Parallel Computing based Regional Scale Traffic Simulation Framework.

[BibT_eX]

[DOI]

CoRR, 2024

FTL: Transfer Learning Nonlinear Plasma Dynamic Transitions in Low Dimensional Embeddings via Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

BrickDL: Graph-Level Optimizations for DNNs with Fine-Grained Data Blocking on GPUs.

[BibT_eX]

[DOI]

Mahesh Lakshminarasimhan

Mary W. Hall

Samuel Williams

Oscar Antepara

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023

Performance-Portable GPU Acceleration of the EFIT Tokamak Plasma Equilibrium Reconstruction Code.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Performance Portability Evaluation of Blocked Stencil Computations on GPUs.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Unified Communication Optimization Strategies for Sparse Triangular Solver on CPU and GPU Clusters.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

Evaluating the Performance of One-sided Communication on CPUs and GPUs.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model.

[BibT_eX]

[DOI]

Marco Domenico Santambrogio

IEEE Trans. Computers, 2022

Understanding the Impact of Input Entropy on FPU, CPU, and GPU Power.

[BibT_eX]

[DOI]

CoRR, 2022

FPGA-based HPC accelerators: An evaluation on performance and energy efficiency.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

Instruction Roofline: An insightful visual performance model for GPUs.

[BibT_eX]

[DOI]

Nan Ding

Muaaz G. Awan

Samuel Williams

Concurr. Comput. Pract. Exp., 2022

A Methodology for Evaluating Tightly-integrated and Disaggregated Accelerated Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Workshop on Performance Modeling, 2022

Maximizing Performance Through Memory Hierarchy-Driven Data Layout Transformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Workshop on Memory Centric High Performance Computing, 2022

2021

Hierarchical Roofline Performance Analysis for Deep Learning Applications.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing, 2021

Improving communication by optimizing on-node data movement with data layout.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Architectural Requirements for Deep Learning Workloads in HPC Environments.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Workshop on Performance Modeling, 2021

Experiences Porting the SU3_Bench Microbenchmark to the Intel Arria 10 and Xilinx Alveo U280 FPGAs.

[BibT_eX]

[DOI]

Douglas Doerfler

Farzad Fatollahi-Fard

Proceedings of the IWOCL'21: International Workshop on OpenCL, Munich Germany, April, 2021, 2021

A Message-Driven, Multi-GPU Parallel Sparse Triangular Solver.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM Conference on Applied and Computational Discrete Algorithms, 2021

2020

Hierarchical Roofline analysis for GPUs: Accelerating performance optimization for the NERSC-9 Perlmutter system.

[BibT_eX]

[DOI]

Charlene Yang

Thorsten Kurth

Samuel Williams

Concurr. Comput. Pract. Exp., 2020

Solving a trillion unknowns per second with HPGMG on Sunway TaihuLight.

[BibT_eX]

[DOI]

Clust. Comput., 2020

Timemory: Modular Performance Analysis for HPC.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - 35th International Conference, 2020

Time-Based Roofline for Deep Learning Performance Analysis.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE/ACM Workshop on Deep Learning on Supercomputers, 2020

Leveraging One-Sided Communication for Sparse Triangular Solvers.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM Conference on Parallel Processing for Scientific Computing, 2020

The Performance and Energy Efficiency Potential of FPGAs in Scientific Computing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/ACM Performance Modeling, 2020

Performance Trade-offs in GPU Communication: A Study of Host and Device-initiated Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/ACM Performance Modeling, 2020

A Case Study of Porting HPGMG from CUDA to OpenMP Target Offload.

[BibT_eX]

[DOI]

Proceedings of the OpenMP: Portable Multi-Level Parallelism on Modern Systems, 2020

Understanding Quantum Control Processor Capabilities and Limitations through Circuit Characterization.

[BibT_eX]

[DOI]

Anastasiia Butko

George Michelogiannakis

Proceedings of the International Conference on Rebooting Computing, 2020

A CAD-based methodology to optimize HLS code via the Roofline model.

[BibT_eX]

[DOI]

Marco D. Santambrogio

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2019

AMReX: a framework for block-structured adaptive mesh refinement.

[BibT_eX]

[DOI]

J. Open Source Softw., 2019

Modern gyrokinetic particle-in-cell simulation of fusion plasmas on top supercomputers.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2019

Exploiting reuse and vectorization in blocked stencil computations on CPUs and GPUs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

An Instruction Roofline Model for GPUs.

[BibT_eX]

[DOI]

Nan Ding

Samuel Williams

Proceedings of the 2019 IEEE/ACM Performance Modeling, 2019

Performance Analysis of GPU Programming Models Using the Roofline Scaling Trajectories.

[BibT_eX]

[DOI]

Khaled Z. Ibrahim

Samuel Williams

Leonid Oliker

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

A Novel Multi-level Integrated Roofline Model Approach for Performance Characterization.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - 33rd International Conference, 2018

Improving MPI Reduction Performance for Manycore Architectures with OpenMP and Data Compression.

[BibT_eX]

[DOI]

Hongzhang Shan

Samuel Williams

Calvin W. Johnson

Proceedings of the 2018 IEEE/ACM Performance Modeling, 2018

SIMD code generation for stencils on brick decompositions.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Roofline Scaling Trajectories: A Method for Parallel Application and Architectural Performance Analysis.

[BibT_eX]

[DOI]

Khaled Z. Ibrahim

Samuel Williams

Leonid Oliker

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017

A High Performance Block Eigensolver for Nuclear Configuration Interaction Calculations.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

Compiler-based code generation and autotuning for geometric multigrid on GPU-accelerated supercomputers.

[BibT_eX]

[DOI]

Parallel Comput., 2017

Cross-scale efficient tensor contractions for coupled cluster computations through multiple programming model backends.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

Reaching bandwidth saturation using transparent injection parallelization.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2017

Analyzing Performance of Selected NESAP Applications on the Cori HPC System.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2017

Performance Variability on Xeon Phi.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2017

Performance analysis and optimization of the RAMPAGE metal alloy potential generation software.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM SIGPLAN International Workshop on Software Engineering for Parallel Systems, 2017

Snowflake: A Lightweight Portable Stencil DSL.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

A Locality-Based Threading Algorithm for the Configuration-Interaction Method.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Simultaneously Solving Swarms of Small Sparse Systems on SIMD Silicon.

[BibT_eX]

[DOI]

Bryce Adelstein-Lelbach

Hans Johansen

Samuel Williams

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2016

An Efficient Multicore Implementation of a Novel HSS-Structured Multifrontal Solver Using Randomized Sampling.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2016

Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2016

Applying the Roofline Performance Model to the Intel Xeon Phi Knights Landing Processor.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2016

Extreme scale plasma turbulence simulations on top supercomputers worldwide.

[BibT_eX]

[DOI]

Carlos Rosales-Fernandez

Timothy J. Williams

Proceedings of the International Conference for High Performance Computing, 2016

Experiences of Applying One-Sided Communication to Nearest-Neighbor Communication.

[BibT_eX]

[DOI]

Proceedings of the 2016 PGAS Applications Workshop, 2016

Evaluating and Optimizing the NERSC Workload on Knights Landing.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Performance Modeling, 2016

OpenMP Parallelization and Optimization of Graph-Based Machine Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the OpenMP: Memory, Devices, and Tasks, 2016

2015

Parallel processing of filtered queries in attributed semantic graphs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2015

ExaSAT: An exascale co-design tool for performance modeling.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2015

An efficient multi-core implementation of a novel HSS-structured multifrontal solver using randomized sampling.

[BibT_eX]

[DOI]

CoRR, 2015

Parallel implementation and performance optimization of the configuration-interaction method.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

Thread-level parallelization and optimization of NWChem for the Intel MIC architecture.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Workshop on Programming Models and Applications for Multicores and Manycores, 2015

Exploiting communication concurrency on high performance computing systems.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Workshop on Programming Models and Applications for Multicores and Manycores, 2015

Comparative Performance Analysis of Coarse Solvers for Algebraic Multigrid on Multicore and Manycore Architectures.

[BibT_eX]

[DOI]

Panayot S. Vassilevski

Proceedings of the Parallel Processing and Applied Mathematics, 2015

Compiler-Directed Transformation for Higher-Order Stencils.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Parallel Performance Optimizations on Unstructured Mesh-based Simulations.

[BibT_eX]

[DOI]

Jeffrey K. Hollingsworth

Allen D. Malony

Samuel Williams

Leonid Oliker

Proceedings of the International Conference on Computational Science, 2015

2014

Roofline Model Toolkit: A Practical Tool for Architectural and Program Analysis.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2014

Evaluation of PGAS Communication Paradigms with Geometric Multigrid.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Partitioned Global Address Space Programming Models, 2014

s-Step Krylov Subspace Methods as Bottom Solvers for Geometric Multigrid.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Optimizing Sparse Matrix-Multiple Vectors Multiplication for Nuclear Configuration Interaction Calculations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Collective memory transfers for multi-core chips.

[BibT_eX]

[DOI]

George Michelogiannakis

Alexander Williams

Samuel Williams

John Shalf

Proceedings of the 2014 International Conference on Supercomputing, 2014

Analysis and tuning of libtensor framework on multicore architectures.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on High Performance Computing, 2014

2013

Analysis and optimization of gyrokinetic toroidal simulations on homogenous and heterogenous platforms.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2013

Kinetic turbulence simulations at extreme scale on leadership-class systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2013

Loop Chaining: A Programming Abstraction for Balancing Locality and Parallelism.

[BibT_eX]

[DOI]

Christopher D. Krieger

Michelle Mills Strout

Catherine Olschanowsky

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

High-Productivity and High-Performance Analysis of Filtered Semantic Graphs.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Compiler generation and autotuning of communication-avoiding operators for geometric multigrid.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

2012

Optimization of Parallel Particle-to-Grid Interpolation on Leading Multicore Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2012

Optimization of geometric multigrid for emerging multi- and manycore processors.

[BibT_eX]

[DOI]

Proceedings of the SC Conference on High Performance Computing Networking, 2012

Poster: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale.

[BibT_eX]

[DOI]

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Abstract: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale.

[BibT_eX]

[DOI]

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

High-performance analysis of filtered semantic graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012

2011

Gyrokinetic particle-in-cell optimization on emerging multi- and manycore platforms.

[BibT_eX]

[DOI]

Parallel Comput., 2011

Extracting ultra-scale Lattice Boltzmann performance via hierarchical and distributed auto-tuning.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2011

Gyrokinetic toroidal simulations on leading multi- and manycore HPC systems.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2011

Hardware/software co-design for energy-efficient seismic modeling.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2011

Reduced-Bandwidth Multithreaded Algorithms for Sparse Matrix-Vector Multiplication.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

An auto-tuning framework for parallel multicore stencil computations.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Optimizing and tuning the fast multipole method for state-of-the-art multicore architectures.

[BibT_eX]

[DOI]

Aparna Chandramowlishwaran

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Sparse Matrix-Vector Multiplication on Multicore and Accelerators.

[BibT_eX]

[DOI]

Proceedings of the Scientific Computing with Multicore and Accelerators., 2010

Auto-Tuning Stencil Computations on Multicore and Accelerators.

[BibT_eX]

[DOI]

Proceedings of the Scientific Computing with Multicore and Accelerators., 2010

2009

Optimization and Performance Modeling of Stencil Computations on Modern Microprocessors.

[BibT_eX]

[DOI]

SIAM Rev., 2009

Optimization of sparse matrix-vector multiplication on emerging multicore platforms.

[BibT_eX]

[DOI]

Parallel Comput., 2009

Optimization of a lattice Boltzmann computation on state-of-the-art multicore platforms.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2009

The impact of IBM Cell technology on the programming paradigm in the context of computer systems for climate and weather models.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2009

Roofline: an insightful visual performance model for multicore architectures.

[BibT_eX]

[DOI]

Samuel Williams

Andrew Waterman

David A. Patterson

Commun. ACM, 2009

A design methodology for domain-optimized power-efficient supercomputing.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Memory-efficient optimization of Gyrokinetic particle-to-grid interpolation for multicore processors.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Improving Memory Subsystem Performance Using ViVA: Virtual Vector Architecture.

[BibT_eX]

[DOI]

Proceedings of the Architecture of Computing Systems, 2009

2008

Stencil computation optimization and auto-tuning on state-of-the-art multicore architectures.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Lattice Boltzmann simulation optimization on leading multicore platforms.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007

Scientific Computing Kernels on the Cell Processor.

[BibT_eX]

[DOI]

Int. J. Parallel Program., 2007

2006

The potential of the cell processor for scientific computing.

[BibT_eX]

[DOI]

Proceedings of the Third Conference on Computing Frontiers, 2006

Implicit and explicit optimizations for stencil computations.

[BibT_eX]

[DOI]

Proceedings of the 2006 workshop on Memory System Performance and Correctness, 2006

2001

Hardware/compiler codevelopment for an embedded media processor.

[BibT_eX]

[DOI]

Christoforos E. Kozyrakis

Proc. IEEE, 2001

Samuel Williams

Timeline

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