Kristyn J. Maschhoff

According to our database, Kristyn J. Maschhoff authored at least 18 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimizing the Cray Graph Engine for performant analytics on cluster, SuperDome Flex, Shasta systems and cloud deployment.

Christopher D. Rickett, Kristyn J. Maschhoff, Sreenivas R. Sukumar

Concurr. Comput. Pract. Exp., 2024

2021

The Convergence of HPC, AI and Big Data in Rapid-Response to the COVID-19 Pandemic.

Sreenivas R. Sukumar, Jacob A. Balma, Christopher D. Rickett, Kristyn J. Maschhoff, Joseph Landman, Charles R. Yates, Amar G. Chittiboyina, Yuri K. Peterson, Aaron Vose, Kendall G. Byler, Jérôme Baudry, Ikhlas A. Khan

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

2020

Scalable reinforcement learning on Cray XC.

Ananda V. Kommaraju, Kristyn J. Maschhoff, Michael F. Ringenburg, Benjamin Robbins

Concurr. Comput. Pract. Exp., 2020

Massively Parallel Processing Database for Sequence and Graph Data Structures Applied to Rapid-Response Drug Repurposing.

Christopher D. Rickett, Kristyn J. Maschhoff, Sreenivas R. Sukumar

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Running Alchemist on Cray XC and CS Series Supercomputers: Dask and PySpark Interfaces, Deployment Options, and Data Transfer Times.

Kai Rothauge, Haripriya Ayyalasomayajula, Kristyn J. Maschhoff, Michael F. Ringenburg, Michael W. Mahoney

CoRR, 2019

Alchemist: An Apache Spark ⇔ MPI interface.

Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Jey Kottalam, Lisa Gerhardt, Prabhat, Michael F. Ringenburg, Kristyn J. Maschhoff

Concurr. Comput. Pract. Exp., 2019

2018

CosmoFlow: using deep learning to learn the universe at scale.

Amrita Mathuriya, Deborah Bard, Peter Mendygral, Lawrence Meadows, James Arnemann, Lei Shao, Siyu He, Tuomas Kärnä, Diana Moise, Simon J. Pennycook, Kristyn J. Maschhoff, Jason Sewall, Nalini Kumar, Shirley Ho, Michael F. Ringenburg, Prabhat, Victor W. Lee

Proceedings of the International Conference for High Performance Computing, 2018

Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist.

Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Lisa Gerhardt, Prabhat, Jey Kottalam, Michael F. Ringenburg, Kristyn J. Maschhoff

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2016

Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies.

Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat

CoRR, 2016

Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies.

Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2014

Extending SPARQL with graph functions.

David Mizell, Kristyn J. Maschhoff, Steven P. Reinhardt

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2009

Input-independent, scalable and fast string matching on the Cray XMT.

Oreste Villa, Daniel G. Chavarría-Miranda, Kristyn J. Maschhoff

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Early experiences with large-scale Cray XMT systems.

David Mizell, Kristyn J. Maschhoff

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Implementing and evaluating multithreaded triad census algorithms on the Cray XMT.

George Chin Jr., Andrès Márquez, Sutanay Choudhury, Kristyn J. Maschhoff

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008

Early experience with out-of-core applications on the Cray XMT.

Daniel G. Chavarría-Miranda, Andrès Márquez, Jarek Nieplocha, Kristyn J. Maschhoff, Chad Scherrer

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

2000

Non-Hermitian Eigenvalue Problems.

T. Chen, James Demmel, Ming Gu, Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen, Kristyn J. Maschhoff, Zhaojun Bai, David Day, Roland W. Freund, Gerard L. G. Sleijpen, Henk A. van der Vorst, Ruipeng Li

Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000

1999

A Scalable Approach for Solving Irregular Sparse Linear Systems on the Tera MTA Multithreaded Parallel Shared-Memory Computer.

Leonid Y. Zaslavsky, Simon Kahan, Bracy H. Elton, Kristyn J. Maschhoff, Louis G. Stern

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

1996

P_ARPACK: An Efficient Portable Large Scale Eigenvalue Package for Distributed Memory Parallel Architectures.

Kristyn J. Maschhoff, Danny C. Sorensen

Proceedings of the Applied Parallel Computing, 1996