Mary W. Hall

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 59

Top Venues

CoRR

LCPC

ACM Trans. Archit. Code Optim.

Inroads

Publications

Xingfu Wu, John R. Tramm, Jeffrey Larson, John-Luke Navarro, Prasanna Balaprakash, Brice Videau, Michael Kruse, Paul D. Hovland, Valerie E. Taylor, Mary W. Hall
Integrating ytopt and libEnsemble to Autotune OpenMC. CoRR (2024)
Thomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall, Rong Ge, Prasanna Balaprakash
Transfer-Learning-Based Autotuning Using Gaussian Copula. CoRR (2024)
Mahesh Lakshminarasimhan, Mary W. Hall, Samuel Williams, Oscar Antepara
BrickDL: Graph-Level Optimizations for DNNs with Fine-Grained Data Blocking on GPUs. ICPP (2024)
Khalid Ahmad, Cris Cecka, Michael Garland, Mary W. Hall
Exploring Data Layout for Sparse Tensor Times Dense Matrix on GPUs. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Dorian Arnold, Tracy Camp, Wendy M. DuBow, Mary W. Hall, Allyson Kennedy, Colleen M. Lewis, Manuel A. Pérez-Quiñones, Burçin Tamer, Luther A. Tychonievich
Departmental BPC Plans 2 - Finalizing your Plan: Context, Style, Formatting, and Verification on BPCnet.org. SIGCSE (2) (2023)
Thomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall, Rong Ge, Prasanna Balaprakash
Transfer-learning-based Autotuning using Gaussian Copula. ICS (2023)
Xingfu Wu, Prasanna Balaprakash, Michael Kruse, Jaehoon Koo, Brice Videau, Paul D. Hovland, Valerie E. Taylor, Brad Geltz, Siddhartha Jana, Mary W. Hall
ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales. CoRR (2023)
Tuowen Zhao, Tobi Popoola, Mary W. Hall, Catherine Olschanowsky, Michelle Strout
Polyhedral Specification and Code Generation of Sparse Tensor Contraction with Co-iteration. ACM Trans. Archit. Code Optim. 20 (1) (2023)
Tobi Popoola, Tuowen Zhao, Aaron St. George, Kalyan Bhetwal, Michelle Mills Strout, Mary W. Hall, Catherine Olschanowsky
Code Synthesis for Sparse Tensor Format Conversion and Optimization. CGO (2023)
Tharindu Rusira Patabandi, Mary W. Hall
Efficiently Learning Locality Optimizations by Decomposing Transformation Domains. CC (2023)
Oscar Antepara, Samuel Williams, Hans Johansen, Tuowen Zhao, Samantha Hirsch, Priya Goyal, Mary W. Hall
Performance Portability Evaluation of Blocked Stencil Computations on GPUs. SC Workshops (2023)
Mary W. Hall, Ganesh Gopalakrishnan, Eric Eide, Johanna Cohoon, Jeff M. Phillips, Mu Zhang, Shireen Y. Elhabian, Aditya Bhaskara, Harvey Dam, Artem Yadrov, Tushar Kataria, Amir Mohammad Tavakkoli, Sameeran Joshi, Mokshagna Sai Teja Karanam
An NSF REU Site Based on Trust and Reproducibility of Intelligent Computation: Experience Report. SC Workshops (2023)
Tuowen Zhao, Tobi Popoola, Mary W. Hall, Catherine Olschanowsky, Michelle Mills Strout
Polyhedral Specification and Code Generation of Sparse Tensor Contraction with Co-Iteration. CoRR (2022)
John Jolly, Priya Goyal, Vishal Sahoo, Hans Johansen, Mary W. Hall
Tensor Iterators for Flexible High-Performance Tensor Computation. LCPC (2022)
Xingfu Wu, Michael Kruse, Prasanna Balaprakash, Hal Finkel, Paul D. Hovland, Valerie Taylor, Mary W. Hall
Autotuning PolyBench benchmarks with LLVM Clang/Polly loop optimization pragmas using Bayesian optimization. Concurr. Comput. Pract. Exp. 34 (20) (2022)
Tuowen Zhao, Mary W. Hall, Hans Johansen, Samuel Williams
Improving communication by optimizing on-node data movement with data layout. PPoPP (2021)
Xingfu Wu, Michael Kruse, Prasanna Balaprakash, Hal Finkel, Paul D. Hovland, Valerie E. Taylor, Mary W. Hall
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version). CoRR (2021)
Mary W. Hall
Data Layout and Data Representation Optimizations to Reduce Data Movement Keynote. CGO (2021)
Tharindu Rusira Patabandi, Anand Venkat, Abhishek Kulkarni, Pushkar Ratnalikar, Mary W. Hall, Justin Gottschlich
Predictive data locality optimization for higher-order tensor computations. MAPS@PLDI (2021)
Jaehoon Koo, Prasanna Balaprakash, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall
Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations. PMBS (2021)
Jaehoon Koo, Prasanna Balaprakash, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall
Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations. CoRR (2021)
Mary W. Hall
High Performance is All about Minimizing Data Movement. HPDC (2020)
Mary W. Hall
Research Challenges in Compiler Technology for Sparse Tensors. IA3@SC (2020)
Xingfu Wu, Michael Kruse, Prasanna Balaprakash, Hal Finkel, Paul D. Hovland, Valerie E. Taylor, Mary W. Hall
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization. PMBS@SC (2020)
Janaan Lake, Tharindu Rusira Patabandi, Mary W. Hall
Optimized Code Generation for Deep Neural Networks. LCPC (2020)
Khalid Ahmad, Hari Sundar, Mary W. Hall
Data-driven Mixed Precision Sparse Matrix Vector Multiplication for GPUs. ACM Trans. Archit. Code Optim. 16 (4) (2020)
Xingfu Wu, Michael Kruse, Prasanna Balaprakash, Hal Finkel, Paul D. Hovland, Valerie E. Taylor, Mary W. Hall
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization. CoRR (2020)
Mahdi Soltan Mohammadi, Mary W. Hall, Michelle Mills Strout
Expanding Opportunities for Array Privatization in Sparse Computations. LCPC (2020)
Piyumi Rameshka Amarasinghe Baragamage, Pasindu Senanayake, Thulana Kannangara, Praveen Seneviratne, Sanath Jayasena, Tharindu Rusira Patabandi, Mary W. Hall
Rigel: A Framework for OpenMP PerformanceTuning. HPCC/SmartCity/DSS (2019)
Tuowen Zhao, Protonu Basu, Samuel Williams, Mary W. Hall, Hans Johansen
Exploiting reuse and vectorization in blocked stencil computations on CPUs and GPUs. SC (2019)
Mahdi Soltan Mohammadi, Tomofumi Yuki, Kazem Cheshmi, Eddie C. Davis, Mary W. Hall, Maryam Mehri Dehnavi, Payal Nandy, Catherine Olschanowsky, Anand Venkat, Michelle Mills Strout
Sparse computation data dependence simplification for efficient compiler-generated inspectors. PLDI (2019)
Vinu Sreenivasan, Rajath Javali, Mary W. Hall, Prasanna Balaprakash, Thomas R. W. Scogland, Bronis R. de Supinski
A Framework for Enabling OpenMP Autotuning. IWOMP (2019)
Anand Venkat, Tharindu Rusira, Raj Barik, Mary W. Hall, Leonard Truong
SWIRL: High-performance many-core CPU code generation for deep neural networks. Int. J. High Perform. Comput. Appl. 33 (6) (2019)
Mary W. Hall, Richard E. Ladner, Diane Levitt, Manuel A. Pérez-Quiñones, Saurabh Bagchi
Smoothing the path to computing: pondering uses for big data. Commun. ACM 62 (3) (2019)
Tharindu Rusira Patabandi, Anand Venkat, Rajkishore Barik, Mary W. Hall
SWIRL++ : Evaluating Performance Models to Guide Code Transformation in Convolutional Neural Networks. LCPC (2019)
Tuowen Zhao, Mary W. Hall, Protonu Basu, Samuel Williams, Hans Johansen
SIMD code generation for stencils on brick decompositions. PPOPP (2018)
Michelle Mills Strout, Mary W. Hall, Catherine Olschanowsky
The Sparse Polyhedral Framework: Composing Compiler-Generated Inspector-Executor Code. Proc. IEEE 106 (11) (2018)
Mahdi Soltan Mohammadi, Kazem Cheshmi, Ganesh Gopalakrishnan, Mary W. Hall, Maryam Mehri Dehnavi, Anand Venkat, Tomofumi Yuki, Michelle Mills Strout
Sparse Matrix Code Dependence Analysis Simplification at Compile Time. CoRR (2018)
Prasanna Balaprakash, Jack J. Dongarra, Todd Gamblin, Mary W. Hall, Jeffrey K. Hollingsworth, Boyana Norris, Richard W. Vuduc
Autotuning in High-Performance Computing Applications. Proc. IEEE 106 (11) (2018)
Amit Roy, Daniel R. Roe, Mary W. Hall, Thomas E. Cheatham
Polyhedral Compilation Support for C++ Features: A Case Study with CPPTRAJ. LCPC (2017)
Tracy Camp, W. Richards Adrion, Elizabeth B. Bizot, Susan B. Davidson, Mary W. Hall, Susanne E. Hambrusch, Ellen Walker, Stuart H. Zweben
Generation CS: the mixed news on diversity and the enrollment surge. Inroads 8 (3) (2017)
Grey Ballard, Mary W. Hall, Tim Harris, Brandon Lucia
Guest Editor Introduction PPoPP 2016, Special Issue 2 of 2. ACM Trans. Parallel Comput. 4 (2) (2017)
Marek S. Baranowski, Braden Caywood, Hannah Eyre, Janaan Lake, Kevin Parker, Kincaid Savoie, Hari Sundar, Mary W. Hall
Reproducing ParConnect for SC16. Parallel Comput. 70 (2017)
Tharindu Rusira, Mary W. Hall, Protonu Basu
Automating Compiler-Directed Autotuning for Phased Performance Behavior. IPDPS Workshops (2017)
Protonu Basu, Samuel Williams, Brian van Straalen, Leonid Oliker, Phillip Colella, Mary W. Hall
Compiler-based code generation and autotuning for geometric multigrid on GPU-accelerated supercomputers. Parallel Comput. 64 (2017)
Tracy Camp, W. Richards Adrion, Elizabeth B. Bizot, Susan B. Davidson, Mary W. Hall, Susanne E. Hambrusch, Ellen Walker, Stuart H. Zweben
Generation CS: the challenges of and responses to the enrollment surge. Inroads 8 (4) (2017)
Tracy Camp, W. Richards Adrion, Elizabeth B. Bizot, Susan B. Davidson, Mary W. Hall, Susanne E. Hambrusch, Ellen Walker, Stuart H. Zweben
Generation CS: the growth of computer science. Inroads 8 (2) (2017)
Grey Ballard, Mary W. Hall, Tim Harris, Brandon Lucia
Guest Editor Introduction PPoPP 2016, Special Issue 2 of 2. ACM Trans. Parallel Comput. 4 (1) (2017)
Anand Venkat, Mahdi Soltan Mohammadi, Jongsoo Park, Hongbo Rong, Rajkishore Barik, Michelle Mills Strout, Mary W. Hall
Automating wavefront parallelization for sparse matrix computations. SC (2016)
Rashid Kaleem, Anand Venkat, Sreepathi Pai, Mary W. Hall, Keshav Pingali
Synchronization Trade-Offs in GPU Implementations of Graph Algorithms. IPDPS (2016)
Mary W. Hall, Protonu Basu
Polyhedral Compiler Technology in Collaboration with Autotuning Important to Domain-Specific Frameworks for HPC. LCPC (2016)
Khalid Ahmad, Anand Venkat, Mary W. Hall
Optimizing LOBPCG: Sparse Matrix Loop and Data Transformations in Action. LCPC (2016)
Huihui Zhang, Anand Venkat, Mary W. Hall
Compiler Transformation to Generate Hybrid Sparse Computations. IA3@SC (2016)
Saurav Muralidharan, Michael Garland, Albert Sidelnik, Mary W. Hall
Designing a Tunable Nested Data-Parallel Programming System. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Saurav Muralidharan, Amit Roy, Mary W. Hall, Michael Garland, Piyush Rai
Architecture-Adaptive Code Variant Tuning. ASPLOS (2016)
Anand Venkat, Mary W. Hall, Michelle Strout
Loop and data transformations for sparse matrix code. PLDI (2015)
Thomas Nelson, Axel Rivera, Prasanna Balaprakash, Mary W. Hall, Paul D. Hovland, Elizabeth R. Jessup, Boyana Norris
Generating Efficient Tensor Contractions for GPUs. ICPP (2015)
Saurav Muralidharan, Michael Garland, Bryan Catanzaro, Albert Sidelnik, Mary W. Hall
A collection-oriented programming model for performance portability. PPOPP (2015)
Protonu Basu, Mary W. Hall, Samuel Williams, Brian van Straalen, Leonid Oliker, Phillip Colella
Compiler-Directed Transformation for Higher-Order Stencils. IPDPS (2015)
Anand Venkat, Manu Shantharam, Mary W. Hall, Michelle Mills Strout
Non-affine Extensions to Polyhedral Code Generation. CGO (2014)
Yu Jung Lo, Samuel Williams, Brian van Straalen, Terry J. Ligocki, Matthew J. Cordery, Nicholas J. Wright, Mary W. Hall, Leonid Oliker
Roofline Model Toolkit: A Practical Tool for Architectural and Program Analysis. PMBS@SC (2014)
Saurav Muralidharan, Manu Shantharam, Mary W. Hall, Michael Garland, Bryan Catanzaro
Nitro: A Framework for Adaptive Code Variant Tuning. IPDPS (2014)
Hans-Juergen Boehm, Jack W. Davidson, Kathleen Fisher, Cormac Flanagan, Jeremy Gibbons, Mary W. Hall, Graham Hutton, David A. Padua, Frank Tip, Jan Vitek, Philip Wadler
Practices of PLDI. ACM SIGPLAN Notices 49 (4S) (2014)
Malik Murtaza Khan, Protonu Basu, Gabe Rudy, Mary W. Hall, Chun Chen, Jacqueline Chame
A script-based autotuning compiler system to generate high-performance CUDA code. ACM Trans. Archit. Code Optim. 9 (4) (2013)
Protonu Basu, Mary W. Hall, Malik Murtaza Khan, Suchit Maindola, Saurav Muralidharan, Shreyas Ramalingam, Axel Rivera, Manu Shantharam, Anand Venkat
Towards making autotuning mainstream. Int. J. High Perform. Comput. Appl. 27 (4) (2013)
Mary W. Hall, Robert M. Kirby, Feifei Li, Miriah D. Meyer, Valerio Pascucci, Jeff M. Phillips, Robert Ricci, Jacobus E. van der Merwe, Suresh Venkatasubramanian
Rethinking Abstractions for Big Data: Why, Where, How, and What. CoRR (2013)
Protonu Basu, Anand Venkat, Mary W. Hall, Samuel Williams, Brian van Straalen, Leonid Oliker
Compiler generation and autotuning of communication-avoiding operators for geometric multigrid. HiPC (2013)
Mary W. Hall
Understanding ACM's past. Commun. ACM 55 (12) (2012)
Shreyas Ramalingam, Mary W. Hall, Chun Chen
Improving High-Performance Sparse Libraries Using Compiler-Assisted Specialization: A PETSc Case Study. IPDPS Workshops (2012)
Hikmet Dursun, Manaschai Kunaseth, Ken-ichi Nomura, Jacqueline Chame, Robert F. Lucas, Chun Chen, Mary W. Hall, Rajiv K. Kalia, Aiichiro Nakano, Priya Vashishta
Hierarchical parallelization and optimization of high-order stencil computations on multicore clusters. J. Supercomput. 62 (2) (2012)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
Domain-Specific Optimization of Signal Recognition Targeting FPGAs. ACM Trans. Reconfigurable Technol. Syst. 4 (2) (2011)
Gagandeep S. Sachdev, Kshitij Sudan, Mary W. Hall, Rajeev Balasubramonian
Understanding the Behavior of Pthread Applications on Non-Uniform Cache Architectures. PACT (2011)
Ananta Tiwari, Jeffrey K. Hollingsworth, Chun Chen, Mary W. Hall, Chunhua Liao, Daniel J. Quinlan, Jacqueline Chame
Auto-tuning full applications: A case study. Int. J. High Perform. Comput. Appl. 25 (3) (2011)
Andre Vincent Pascal Grosset, Peihong Zhu, Shusen Liu, Suresh Venkatasubramanian, Mary W. Hall
Evaluating graph coloring on GPUs. PPOPP (2011)
Melina Demertzi, Murali Annavaram, Mary W. Hall
Analyzing the effects of compiler optimizations on application reliability. IISWC (2011)
Tarun Prabhu, Shreyas Ramalingam, Matthew Might, Mary W. Hall
EigenCFA: accelerating flow analysis with GPUs. POPL (2011)
Vijay S. Kumar, Tahsin M. Kurç, Varun Ratnakar, Jihie Kim, Gaurang Mehta, Karan Vahi, Yoon-Ju Lee Nelson, P. Sadayappan, Ewa Deelman, Yolanda Gil, Mary W. Hall, Joel H. Saltz
Parameterized specification, configuration and execution of data-intensive scientific workflows. Clust. Comput. 13 (3) (2010)
Gabe Rudy, Malik Murtaza Khan, Mary W. Hall, Chun Chen, Jacqueline Chame
A Programming Language Interface to Describe Transformations and Code Generation. LCPC (2010)
Jaewook Shin, Mary W. Hall, Jacqueline Chame, Chun Chen, Paul F. Fischer, Paul D. Hovland
Speeding up Nek5000 with autotuning and specialization. ICS (2010)
Mary W. Hall, David A. Padua, Keshav Pingali
Compiler research: the next 50 years. Commun. ACM 52 (2) (2009)
Ananta Tiwari, Chun Chen, Jacqueline Chame, Mary W. Hall, Jeffrey K. Hollingsworth
A scalable auto-tuning framework for compiler optimization. IPDPS (2009)
Mary W. Hall, Jacqueline Chame, Chun Chen, Jaewook Shin, Gabe Rudy, Malik Murtaza Khan
Loop Transformation Recipes for Code Generation and Auto-Tuning. LCPC (2009)
Tahsin M. Kurç, Shannon Hastings, Vijay S. Kumar, Stephen Langella, Ashish Sharma, Tony Pan, Scott Oster, David Ervin, Justin Permar, Sivaramakrishnan Narayanan, Yolanda Gil, Ewa Deelman, Mary W. Hall, Joel H. Saltz
HPC and Grid Computing for Integrative Biomedical Research. Int. J. High Perform. Comput. Appl. 23 (3) (2009)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
Computation reuse in domain-specific optimization of signal recognition. FPGA (2009)
Vijay S. Kumar, P. Sadayappan, Gaurang Mehta, Karan Vahi, Ewa Deelman, Varun Ratnakar, Jihie Kim, Yolanda Gil, Mary W. Hall, Tahsin M. Kurç, Joel H. Saltz
An integrated framework for performance-based optimization of scientific workflows. HPDC (2009)
Jaewook Shin, Mary W. Hall, Jacqueline Chame
Evaluating compiler technology for control-flow optimizations for multimedia extension architectures. Microprocess. Microsystems 33 (4) (2009)
Hans P. Zima, Mary W. Hall, Chun Chen, Jacqueline Chame
Model-guided autotuning of high-productivity languages for petascale computing. HPDC (2009)
Mary W. Hall, Yolanda Gil, Robert F. Lucas
Self-Configuring Applications for Heterogeneous Systems: Program Composition and Optimization Using Cognitive Techniques. Proc. IEEE 96 (5) (2008)
Vijay S. Kumar, Mary W. Hall, Jihie Kim, Yolanda Gil, Tahsin M. Kurç, Ewa Deelman, Varun Ratnakar, Joel H. Saltz
Designing and parameterizing a workflow for optimization: A case study in biomedical imaging. IPDPS (2008)
Yiinju L. Nelson, Bhupesh Bansal, Mary W. Hall, Aiichiro Nakano, Kristina Lerman
Model-guided performance tuning of parameter values: A case study with molecular dynamics visualization. IPDPS (2008)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
The potential of computation reuse in high-level optimization of a signal recognition system. IPDPS (2008)
Bhupesh Bansal, Ümit V. Çatalyürek, Jacqueline Chame, Chun Chen, Ewa Deelman, Yolanda Gil, Mary W. Hall, Vijay S. Kumar, Tahsin M. Kurç, Kristina Lerman, Aiichiro Nakano, Yoon-Ju Lee Nelson, Joel H. Saltz, Ashish Sharma, Priya Vashishta
Intelligent Optimization of Parallel and Distributed Applications. IPDPS (2007)
Chun Chen, Jaewook Shin, Shiva Kintali, Jacqueline Chame, Mary W. Hall
Model-Guided Empirical Optimization for Multimedia Extension Architectures: A Case Study. IPDPS (2007)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition. International Conference on Computational Science (1) (2007)
Jafar Adibi, Tim Barrett, Spundun Bhatt, Hans Chalupsky, Jacqueline Chame, Mary W. Hall
Processing-in-memory technology for knowledge discovery algorithms. DaMoN (2006)
Mark D. Hill, Jean-Luc Gaudiot, Mary W. Hall, Joe Marks, Paolo Prinetto, Donna Baglio
A Wiki for discussing and promoting best practices in research. Commun. ACM 49 (9) (2006)
Jacqueline Chame, Chun Chen, Pedro C. Diniz, Mary W. Hall, Yoon-Ju Lee, Robert F. Lucas
An overview of the ECO project. IPDPS (2006)
Yoon-Ju Lee, Pedro C. Diniz, Mary W. Hall, Robert F. Lucas
Empirical Optimization for a Sparse Linear Solver: A Case Study. Int. J. Parallel Program. 33 (2-3) (2005)
Mary W. Hall, Saman P. Amarasinghe, Brian R. Murphy, Shih-Wei Liao, Monica S. Lam
Interprocedural parallelization analysis in SUIF. ACM Trans. Program. Lang. Syst. 27 (4) (2005)
Pedro C. Diniz, Mary W. Hall, Joonseok Park, Byoungro So, Heidi E. Ziegler
Automatic mapping of C to FPGAs with the DEFACTO compilation and synthesis system. Microprocess. Microsystems 29 (2-3) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mary W. Hall