Robert Latham

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Predictive Modeling

Top Venues

Publications

Hui Zhou, Robert Latham, Ken Raffenetti, Yanfei Guo, Rajeev Thakur
MPI Progress For All. CoRR (2024)
Matthieu Dorier, Philip H. Carns, Robert B. Ross, Shane Snyder, Robert Latham, Amal Gueroudji, George Amvrosiadis, Chuck Cranor, Jérome Soumagne
Extending the Mochi Methodology to Enable Dynamic HPC Data Services. IPDPS (Workshops) (2024)
Hui Zhou, Ken Raffenetti, Yanfei Guo, Thomas Gillis, Robert Latham, Rajeev Thakur
Designing and Prototyping Extensions to MPI in MPICH. CoRR (2024)
Jakob Lüttgau, Shane Snyder, Tyler Reddy, Nikolaus Awtrey, Kevin Harms, Jean Luca Bez, Rui Wang, Robert Latham, Philip H. Carns
Enabling Agile Analysis of I/O Performance Data with PyDarshan. SC Workshops (2023)
Sajid Ali, Steven Calvez, Philip H. Carns, Matthieu Dorier, Pengfei Ding, James Kowalkowski, Robert Latham, Andrew Norman, Marc F. Paterno, Robert B. Ross, Saba Sehrish, Shane Snyder, Jérome Soumagne
HEPnOS: a Specialized Data Service for High Energy Physics Analysis. IPDPS Workshops (2023)
Philip H. Carns, Matthieu Dorier, Robert Latham, Robert B. Ross, Shane Snyder, Jérome Soumagne
Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management. Comput. Sci. Eng. 25 (4) (2023)
Jean Luca Bez, Houjun Tang, Bing Xie, David B. Williams-Young, Robert Latham, Robert B. Ross, Sarp Oral, Suren Byna
I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis. PDSW@SC (2021)
Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Improving all-to-many personalized communication in two-phase I/O. SC (2020)
Robert B. Ross, George Amvrosiadis, Philip H. Carns, Charles D. Cranor, Matthieu Dorier, Kevin Harms, Greg Ganger, Garth Gibson, Samuel K. Gutierrez, Robert Latham, Robert W. Robey, Dana Robinson, Bradley W. Settlemyer, Galen M. Shipman, Shane Snyder, Jérome Soumagne, Qing Zheng
Mochi: Composing Data Services for High-Performance Computing Environments. J. Comput. Sci. Technol. 35 (1) (2020)
Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Glenn K. Lockwood, Robert B. Ross, Shane Snyder, Stefan M. Wild
Adaptive Learning for Concept Drift in Application Performance Modeling. ICPP (2019)
Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild
Machine Learning Based Parallel I/O Predictive Modeling: A Case Study on Lustre File Systems. ISC (2018)
Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao
Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. PDSW-DISCS@SC (2018)
Matthieu Dorier, Philip H. Carns, Kevin Harms, Robert Latham, Robert B. Ross, Shane Snyder, Justin M. Wozniak, Samuel K. Gutierrez, Robert W. Robey, Brad Settlemyer, Galen M. Shipman, Jérome Soumagne, James B. Kowalkowski, Marc F. Paterno, Saba Sehrish
Methodology for the Rapid Development of Scalable HPC Data Services. PDSW-DISCS@SC (2018)
Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild
Modeling I/O Performance Variability Using Conditional Variational Autoencoders. CLUSTER (2018)
Xiaoqing Luo, Frank Mueller, Philip H. Carns, Jonathan Jenkins, Robert Latham, Robert B. Ross, Shane Snyder
ScalaIOExtrap: Elastic I/O Tracing and Extrapolation. IPDPS (2017)
Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild
Analysis and Correlation of Application I/O Performance and System-Wide I/O Activity. NAS (2017)
Robert Latham, Leonardo Bautista-Gomez, Pavan Balaji
Portable Topology-Aware MPI-I/O. ICPADS (2017)
Anthony Kougkas, Matthieu Dorier, Robert Latham, Robert B. Ross, Xian-He Sun
Leveraging burst buffer coordination to prevent I/O interference. eScience (2016)
Robert Latham, Matthieu Dorier, Robert B. Ross
Get out of the Way! Applying Compression to Internal Data Structures. PDSW-DISCS@SC (2016)
Sangmin Seo, Robert Latham, Junchao Zhang, Pavan Balaji
Implementation and Evaluation of MPI Nonblocking Collective I/O. CCGRID (2015)
Xiaoqing Luo, Frank Mueller, Philip H. Carns, John Jenkins, Robert Latham, Robert B. Ross, Shane Snyder
HPC I/O trace extrapolation. ESPT@SC (2015)
Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat
Techniques for modeling large-scale HPC I/O workloads. PMBS@SC (2015)
Florin Isaila, Prasanna Balaprakash, Stefan M. Wild, Dries Kimpe, Robert Latham, Robert B. Ross, Paul D. Hovland
Collective I/O Tuning Using Analytical and Machine Learning Models. CLUSTER (2015)
Jeff R. Hammond, Andreas Schäfer, Robert Latham
To INT_MAX... and beyond!: exploring large-count support in MPI. ExaMPI@SC (2014)
Yin Lu, Yong Chen, Robert Latham, Yu Zhuang
Revealing applications' access pattern in collective I/O for cache management. ICS (2014)
Sidharth Kumar, Avishek Saha, Venkatram Vishwanath, Philip H. Carns, John A. Schmidt, Giorgio Scorzelli, Hemanth Kolla, Ray W. Grout, Robert Latham, Robert B. Ross, Michael E. Papka, Jacqueline Chen, Valerio Pascucci
Characterization and modeling of PIDX parallel I/O for performance optimization. SC (2013)
Robert L. Jacob, Jayesh Krishna, Xiabing Xu, Tim Tautges, Iulian R. Grindeanu, Robert Latham, Kara Peterson, Pavel B. Bochev, Mary Haley, David Brown, Richard Brownrigg, Dennis G. Shea, Wei Huang, Don Middleton
ParNCL and ParGAL: Data-parallel Tools for Postprocessing of Large-scale Earth Science Data. ICCS (2013)
Sriram Lakshminarasimhan, Neil Shah, Stéphane Ethier, Seung-Hoe Ku, Choong-Seock Chang, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova
ISABELA for effective in situ compression of scientific data. Concurr. Comput. Pract. Exp. 25 (4) (2013)
Eric R. Schendel, Ye Jin, Neil Shah, Jackie Chen, Choong-Seock Chang, Seung-Hoe Ku, Stéphane Ethier, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova
ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression. ICDE (2012)
Jing Fu, Robert Latham, Misun Min, Christopher D. Carothers
I/O threads to reduce checkpoint blocking for an electromagnetics solver on Blue Gene/P and Cray XK6. ROSS@ICS (2012)
Robert L. Jacob, Jayesh Krishna, Xiabing Xu, Sheri A. Mickelson, Tim Tautges, Mike Wilde, Robert Latham, Ian T. Foster, Robert B. Ross, Mark Hereld, Jay Walter Larson, Pavel B. Bochev, Kara Peterson, Mark A. Taylor, Karen Schuchardt, Jian Yin, Don Middleton, Mary Haley, David Brown, Wei Huang, Dennis G. Shea, Richard Brownrigg, Mariana Vertenstein, Kwan-Liu Ma, Jingrong Xie
Poster: Bringing Task and Data Parallelism to Analysis of Climate Model Output. SC Companion (2012)
Robert L. Jacob, Jayesh Krishna, Xiabing Xu, Sheri A. Mickelson, Tim Tautges, Mike Wilde, Robert Latham, Ian T. Foster, Robert B. Ross, Mark Hereld, Jay Walter Larson, Pavel B. Bochev, Kara Peterson, Mark A. Taylor, Karen Schuchardt, Jian Yin, Don Middleton, Mary Haley, David Brown, Wei Huang, Dennis G. Shea, Richard Brownrigg, Mariana Vertenstein, Kwan-Liu Ma, Jingrong Xie
Abstract: Bringing Task and Data Parallelism to Analysis of Climate Model Output. SC Companion (2012)
David Goodell, Seong Jo Kim, Robert Latham, Mahmut T. Kandemir, Robert B. Ross
An Evolutionary Path to Object Storage Access. SC Companion (2012)
Sidharth Kumar, Venkatram Vishwanath, Philip H. Carns, Joshua A. Levine, Robert Latham, Giorgio Scorzelli, Hemanth Kolla, Ray W. Grout, Robert B. Ross, Michael E. Papka, Jacqueline Chen, Valerio Pascucci
Efficient data restructuring and aggregation for I/O acceleration in PIDX. SC (2012)
Philip H. Carns, Kevin Harms, William E. Allcock, Charles Bacon, Samuel Lang, Robert Latham, Robert B. Ross
Understanding and Improving Computational Science Storage Access through Continuous Characterization. ACM Trans. Storage 7 (3) (2011)
Sriram Lakshminarasimhan, John Jenkins, Isha Arkatkar, Zhenhuan Gong, Hemanth Kolla, Seung-Hoe Ku, Stéphane Ethier, Jackie Chen, Choong-Seock Chang, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova
ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data. SC (2011)
Florin Isaila, Javier García Blas, Jesús Carretero, Robert Latham, Robert B. Ross
Design and Evaluation of Multiple-Level Data Staging for Blue Gene Systems. IEEE Trans. Parallel Distributed Syst. 22 (6) (2011)
Jing Fu, Misun Min, Robert Latham, Christopher D. Carothers
Parallel I/O Performance for Application-Level Checkpointing on the Blue Gene/P System. CLUSTER (2011)
Wesley Kendall, Jian Huang, Tom Peterka, Robert Latham, Robert B. Ross
Toward a General I/O Layer for Parallel-Visualization Applications. IEEE Computer Graphics and Applications 31 (6) (2011)
Philip H. Carns, Kevin Harms, William E. Allcock, Charles Bacon, Samuel Lang, Robert Latham, Robert B. Ross
Understanding and improving computational science storage access through continuous characterization. MSST (2011)
Sriram Lakshminarasimhan, Neil Shah, Stéphane Ethier, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova
Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data. Euro-Par (1) (2011)
Ye Jin, Sriram Lakshminarasimhan, Neil Shah, Zhenhuan Gong, Choong-Seock Chang, Jackie Chen, Stéphane Ethier, Hemanth Kolla, Seung-Hoe Ku, Scott Klasky, Robert Latham, Robert B. Ross, Karen Schuchardt, Nagiza F. Samatova
S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. ICDM (2011)
Philip H. Carns, Robert Latham, Robert B. Ross, Kamil Iskra, Samuel Lang, Katherine Riley
24/7 Characterization of petascale I/O workloads. CLUSTER (2009)
Wesley Kendall, Markus Glatter, Jian Huang, Tom Peterka, Robert Latham, Robert B. Ross
Terascale data organization for discovering multivariate climatic trends. SC (2009)
Kui Gao, Wei-keng Liao, Arifa Nisar, Alok N. Choudhary, Robert B. Ross, Robert Latham
Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O. ICPP (2009)
Robert B. Ross, Robert Latham, William Gropp, Ewing L. Lusk, Rajeev Thakur
Processing MPI Datatypes Outside MPI. PVM/MPI (2009)
Samuel Lang, Robert Latham, Robert B. Ross, Dries Kimpe
Interfaces for coordinated access in the file system. CLUSTER (2009)
Nawab Ali, Philip H. Carns, Kamil Iskra, Dries Kimpe, Samuel Lang, Robert Latham, Robert B. Ross, Lee Ward, P. Sadayappan
Scalable I/O forwarding framework for high-performance computing systems. CLUSTER (2009)
Tom Peterka, Hongfeng Yu, Robert B. Ross, Kwan-Liu Ma, Robert Latham
End-to-End Study of Parallel Volume Rendering on the IBM Blue Gene/P. ICPP (2009)
Samuel Lang, Philip H. Carns, Robert Latham, Robert B. Ross, Kevin Harms, William E. Allcock
I/O performance challenges at leadership scale. SC (2009)
Justin M. Wozniak, Bryan Jacobs, Robert Latham, Samuel Lang, Seung Woo Son, Robert B. Ross
Implementing Reliable Data Structures for MPI Services in High Component Count Systems. PVM/MPI (2009)
Javier García Blas, Florin Isaila, Jesús Carretero, Robert Latham, Robert B. Ross
Multiple-Level MPI File Write-Back and Prefetching for Blue Gene Systems. PVM/MPI (2009)
Kui Gao, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Robert Latham
Combining I/O operations for multiple array variables in parallel netCDF. CLUSTER (2009)
Florin Isaila, Javier García Blas, Jesús Carretero, Robert Latham, Samuel Lang, Robert B. Ross
Latency Hiding File I/O for Blue Gene Systems. CCGRID (2009)
Robert Latham, William Gropp, Robert B. Ross, Rajeev Thakur
Extending the MPI-2 Generalized Request Interface. PVM/MPI (2007)
Robert Latham, Robert B. Ross, Rajeev Thakur
Implementing MPI-IO Atomic Mode and Shared File Pointers Using MPI One-Sided Communication. Int. J. High Perform. Comput. Appl. 21 (2) (2007)
Hao Yu, Ramendra K. Sahoo, C. Howson, George Almási, José G. Castaños, Manish Gupta, José E. Moreira, Jeffrey J. Parker, Thomas Engelsiepen, Robert B. Ross, Rajeev Thakur, Robert Latham, William D. Gropp
High performance file I/O for the Blue Gene/L supercomputer. HPCA (2006)
Robert Latham
Knowledge and governance in the digital age: The politics of monitoring planetary life. First Monday 11 (9) (2006)
Robert B. Ross, Rajeev Thakur, William Loewe, Robert Latham
M02 - Parallel I/O in practice. SC (2006)
Robert B. Ross, Robert Latham
PVFS - PVFS: a parallel file system. SC (2006)
Robert Latham, Robert B. Ross, Rajeev Thakur
Can MPI Be Used for Persistent Parallel Services? PVM/MPI (2006)
Robert B. Ross, Robert Latham, William Gropp, Rajeev Thakur, Brian R. Toonen
Implementing MPI-IO atomic mode without file system support. CCGRID (2005)
Robert Latham, Robert B. Ross, Rajeev Thakur, Brian R. Toonen
Implementing MPI-IO Shared File Pointers Without File System Support. PVM/MPI (2005)
Rajeev Thakur, Robert B. Ross, Robert Latham
Implementing Byte-Range Locks Using MPI One-Sided Communication. PVM/MPI (2005)
Robert Latham, Robert B. Ross, Rajeev Thakur
The Impact of File Systems on MPI-IO Scalability. PVM/MPI (2004)
Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham, Andrew R. Siegel, Brad Gallagher, Michael Zingale
Parallel netCDF: A High-Performance Scientific I/O Interface. SC (2003)
Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham
Parallel netCDF: A Scientific High-Performance I/O Interface CoRR (2003)