Philip H. Carns
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
61
Venues
16
Active years
2004–2026
Best venue rank
A*
Where they publish
Papers
61 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | HPDC | GLANCED-IO: Taming I/O Optimization for Deep Learning at Scale. | Ray A. O. Sinurat, William Nixon, Philip H. Carns, Huihuo Zheng, Sandeep Madireddy, Sam Foreman, Troy Arcomano, Robert B. Ross, Haryadi S. Gunawi, Hariharan Devarajan |
| 2025 | HiPC | Maximizing Insights, Minimizing Data: I/O Time Prediction Using Transfer Learning. | Adrian Vo, Radita Liem, Julian M. Kunkel, Jay F. Lofstead, Philip H. Carns, Matthias Mller |
| 2025 | MICCAI | Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis. | Alec Peltekian, Karolina Senkow, Gorkem Durak, Kevin M. Grudzinski, Bradford C. Bemiss, Jane E. Dematte, Carrie Richardson, Nikolay S. Markov, Philip H. Carns, Kathleen Aren, Alexandra Soriano, Matthew Dapas, Harris Perlman, Aaron Gundersheimer, Kavitha C. Selvan, John Varga, Monique Hinchcliff, Krishnan Warrior, Catherine A. Gao, Richard G. Wunderink, G. R. Scott Budinger, Alok N. Choudhary, Anthony J. Esposito, Alexander V. Misharin, Ankit Agrawal, Ulas Bagci |
| 2025 | SC | STELLAR: Storage Tuning Engine Leveraging LLM Autonomous Reasoning for High Performance Parallel File Systems. | Chris Egersdoerfer, Philip H. Carns, Shane Snyder, Robert B. Ross, Dong Dai |
| 2025 | SC | RESILIO : A Scalable and Composable Architecture for Tomographic Reconstruction Workflows. | Amal Gueroudji, Matthieu Dorier, Philip H. Carns, Parth Patel, Tekin Bicer, Robert Latham, Robert B. Ross, Kyle Chard, Ian T. Foster |
| 2024 | SC | Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms. | Amal Gueroudji, Chase Phelps, Tanzima Z. Islam, Philip H. Carns, Shane Snyder, Matthieu Dorier, Robert B. Ross, Line C. Pouchard |
| 2024 | SC | Initial Experiences with DAOS Object Storage on Aurora. | Robert Latham, Robert B. Ross, Philip H. Carns, Shane Snyder, Kevin Harms, Kaushik Velusamy, Paul K. Coffman, Gordon McPheeters |
| 2024 | SBAC-PAD | High-Quality I/O Bandwidth Prediction with Minimal Data via Transfer Learning Workflow. | Dmytro Povaliaiev, Radita Liem, Julian M. Kunkel, Jay F. Lofstead, Philip H. Carns |
| 2023 | CLUSTER | Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. | Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto |
| 2023 | SC | Enabling Agile Analysis of I/O Performance Data with PyDarshan. | Jakob Lttgau, Shane Snyder, Tyler Reddy, Nikolaus Awtrey, Kevin Harms, Jean Luca Bez, Rui Wang, Robert Latham, Philip H. Carns |
| 2023 | SC | The I/O Trace Initiative: Building a Collaborative I/O Archive to Advance HPC. | Nafiseh Moti, Andr Brinkmann, Marc-Andr Vef, Philippe Deniel, Jess Carretero, Philip H. Carns, Jean-Thomas Acquaviva, Reza Salkhordeh |
| 2022 | HPDC | Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load. | Jean Luca Bez, Ahmad Maroof Karimi, Arnab Kumar Paul, Bing Xie, Suren Byna, Philip H. Carns, Sarp Oral, Feiyi Wang, Jesse Hanley |
| 2022 | SC | A Taxonomy of Error Sources in HPC I/O Machine Learning Models. | Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy |
| 2021 | HiPC | SYMBIOMON: A High-Performance, Composable Monitoring Service. | Srinivasan Ramesh, Robert B. Ross, Matthieu Dorier, Allen D. Malony, Philip H. Carns, Kevin A. Huck |
| 2020 | FAST | Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems. | Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari |
| 2020 | ICS | Characterization and identification of HPC applications at leadership computing facility. | Zhengchun Liu, Ryan Lewis, Rajkumar Kettimuthu, Kevin Harms, Philip H. Carns, Nageswara S. V. Rao, Ian T. Foster, Michael E. Papka |
| 2020 | SC | Keeping It Real: Why HPC Data Services Don't Achieve I/O Microbenchmark Performance. | Philip H. Carns, Kevin Harms, Bradley W. Settlemyer, Brian Atkinson, Robert B. Ross |
| 2020 | SC | HPC I/O throughput bottleneck analysis with explainable local models. | Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy |
| 2020 | SC | Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis. | Eliakin Del Rosario, Mikaela Currier, Mihailo Isakov, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Kevin Harms, Shane Snyder, Michel A. Kinsy |
| 2019 | CCGRID | A Zoom-in Analysis of I/O Logs to Detect Root Causes of I/O Performance Bottlenecks. | Teng Wang, Suren Byna, Glenn K. Lockwood, Shane Snyder, Philip H. Carns, Sunggon Kim, Nicholas J. Wright |
| 2019 | ICPP | Adaptive Learning for Concept Drift in Application Performance Modeling. | Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Glenn K. Lockwood, Robert B. Ross, Shane Snyder, Stefan M. Wild |
| 2019 | SC | Understanding Data Motion in the Modern HPC Data Center. | Glenn K. Lockwood, Shane Snyder, Suren Byna, Philip H. Carns, Nicholas J. Wright |
| 2019 | SC | Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems. | Bing Xie, Zilong Tan, Philip H. Carns, Jeffrey S. Chase, Kevin Harms, Jay F. Lofstead, Sarp Oral, Sudharshan S. Vazhkudai, Feiyi Wang |
| 2018 | CLUSTER | Modeling I/O Performance Variability Using Conditional Variational Autoencoders. | Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild |
| 2018 | CLUSTER | IOMiner: Large-Scale Analytics Framework for Gaining Knowledge from I/O Logs. | Teng Wang, Shane Snyder, Glenn K. Lockwood, Philip H. Carns, Nicholas J. Wright, Suren Byna |
| 2018 | ICDCS | SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. | Pierre Matri, Philip H. Carns, Robert B. Ross, Alexandru Costan, Mara S. Prez, Gabriel Antoniu |
| 2018 | SC | Methodology for the Rapid Development of Scalable HPC Data Services. | 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, Jrome Soumagne, James B. Kowalkowski, Marc F. Paterno, Saba Sehrish |
| 2018 | SC | A year in the life of a parallel file system. | Glenn K. Lockwood, Shane Snyder, Teng Wang, Suren Byna, Philip H. Carns, Nicholas J. Wright |
| 2018 | SC | Toward Understanding I/O Behavior in HPC Workflows. | Jakob Lttgau, Shane Snyder, Philip H. Carns, Justin M. Wozniak, Julian M. Kunkel, Thomas Ludwig |
| 2017 | CLUSTER | Could Blobs Fuel Storage-Based Convergence Between HPC and Big Data? | Pierre Matri, Yevhen Alforov, lvaro Brandn, Michael Kuhn, Philip H. Carns, Thomas Ludwig |
| 2017 | CLUSTER | Quantifying I/O and Communication Traffic Interference on Dragonfly Networks Equipped with Burst Buffers. | Misbah Mubarak, Philip H. Carns, Jonathan Jenkins, Jianping Kelvin Li, Nikhil Jain, Shane Snyder, Robert B. Ross, Christopher D. Carothers, Abhinav Bhatele, Kwan-Liu Ma |
| 2017 | SC | UMAMI: a recipe for generating meaningful metrics through holistic I/O performance analysis. | Glenn K. Lockwood, Wucherl Yoo, Suren Byna, Nicholas J. Wright, Shane Snyder, Kevin Harms, Zachary Nault, Philip H. Carns |
| 2016 | CLUSTER | GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata. | Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross |
| 2016 | OSDI | Enabling NVM for Data-Intensive Scientific Services. | Philip H. Carns, John Jenkins, Charles D. Cranor, Scott Atchley, Sangmin Seo, Shane Snyder, Robert B. Ross |
| 2016 | PADS | A Case Study in Using Discrete-Event Simulation to Improve the Scalability of MG-RAST. | Caitlin Ross, Misbah Mubarak, John Jenkins, Philip H. Carns, Christopher D. Carothers, Robert B. Ross, Wei Tang, Wolfgang Gerlach, Folker Meyer |
| 2016 | PADS | Modeling a Million-Node Slim Fly Network Using Parallel Discrete-Event Simulation. | Noah Wolfe, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Philip H. Carns |
| 2016 | SC | Visual Data-Analytics of Large-Scale Parallel Discrete-Event Simulations. | Caitlin Ross, Christopher D. Carothers, Misbah Mubarak, Philip H. Carns, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma |
| 2016 | SC | Modular HPC I/O Characterization with Darshan. | Shane Snyder, Philip H. Carns, Kevin Harms, Robert B. Ross, Glenn K. Lockwood, Nicholas J. Wright |
| 2015 | CLUSTER | GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management. | Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Kyle Blauer, Yong Chen |
| 2015 | HPDC | A Multiplatform Study of I/O Behavior on Petascale Supercomputers. | Huong Luu, Marianne Winslett, William Gropp, Robert B. Ross, Philip H. Carns, Kevin Harms, Prabhat, Surendra Byna, Yushu Yao |
| 2015 | WSC | Time warp state restoration via delta encoding. | Justin M. LaPre, Elsa J. Gonsiorowski, Christopher D. Carothers, John Jenkins, Philip H. Carns, Robert B. Ross |
| 2015 | SC | HPC I/O trace extrapolation. | Xiaoqing Luo, Frank Mueller, Philip H. Carns, John Jenkins, Robert Latham, Robert B. Ross, Shane Snyder |
| 2015 | SC | Techniques for modeling large-scale HPC I/O workloads. | Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat |
| 2014 | PADS | A case study in using massively parallel simulation for extreme-scale torus network codesign. | Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns |
| 2014 | WSC | Using massively parallel simulation for MPI collective communication modeling in extreme-scale networks. | Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns |
| 2014 | SC | Using property graphs for rich metadata management in HPC systems. | Dong Dai, Robert B. Ross, Philip H. Carns, Dries Kimpe, Yong Chen |
| 2014 | SC | Efficient I/O and Storage of Adaptive-Resolution Data. | Sidharth Kumar, John Edwards, Peer-Timo Bremer, Aaron Knoll, Cameron Christensen, Venkatram Vishwanath, Philip H. Carns, John A. Schmidt, Valerio Pascucci |
| 2014 | SC | A Case for Epidemic Fault Detection and Group Membership in HPC Storage Systems. | Shane Snyder, Philip H. Carns, Jonathan Jenkins, Kevin Harms, Robert B. Ross, Misbah Mubarak, Christopher D. Carothers |
| 2013 | CLUSTER | Toward a unified object storage foundation for scalable storage systems. | Cengiz Karakoyunlu, Dries Kimpe, Philip H. Carns, Kevin Harms, Robert B. Ross, Lee Ward |
| 2013 | SC | Characterization and modeling of PIDX parallel I/O for performance optimization. | 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 |
| 2012 | SC | A Case for Optimistic Coordination in HPC Storage Systems. | Philip H. Carns, Kevin Harms, Dries Kimpe, Robert B. Ross, Justin M. Wozniak, Lee Ward, Matthew L. Curry, Ruth Klundt, Geoff Danielson, Cengiz Karakoyunlu, John A. Chandy, Bradley Settlemeyer, William Gropp |
| 2012 | SC | Efficient data restructuring and aggregation for I/O acceleration in PIDX. | 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 |
| 2012 | SC | Modeling a Million-Node Dragonfly Network Using Massively Parallel Discrete-Event Simulation. | Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns |
| 2011 | CLUSTER | PIDX: Efficient Parallel I/O for Multi-resolution Multi-dimensional Scientific Datasets. | Sidharth Kumar, Venkatram Vishwanath, Philip H. Carns, Brian Summa, Giorgio Scorzelli, Valerio Pascucci, Robert B. Ross, Jacqueline Chen, Hemanth Kolla, Ray W. Grout |
| 2011 | PPAM | Modeling a Leadership-Scale Storage System. | Ning Liu, Christopher D. Carothers, Jason Cope, Philip H. Carns, Robert B. Ross, Adam Crume, Carlos Maltzahn |
| 2011 | SC | Poster: FLAMBES: evolving fast performance models. | Adam Crume, Carlos Maltzahn, Jason Cope, Sam Lang, Robert B. Ross, Philip H. Carns, Christopher D. Carothers, Ning Liu, Curtis L. Janssen, John Bent, Stephan J. Eidenbenz, Meghan McClelland |
| 2009 | CLUSTER | Scalable I/O forwarding framework for high-performance computing systems. | Nawab Ali, Philip H. Carns, Kamil Iskra, Dries Kimpe, Samuel Lang, Robert Latham, Robert B. Ross, Lee Ward, P. Sadayappan |
| 2009 | CLUSTER | 24/7 Characterization of petascale I/O workloads. | Philip H. Carns, Robert Latham, Robert B. Ross, Kamil Iskra, Samuel Lang, Katherine Riley |
| 2009 | SC | I/O performance challenges at leadership scale. | Samuel Lang, Philip H. Carns, Robert Latham, Robert B. Ross, Kevin Harms, William E. Allcock |
| 2008 | SC | Using server-to-server communication in parallel file systems to simplify consistency and improve performance. | Philip H. Carns, Bradley W. Settlemyer, Walter B. Ligon III |
| 2004 | PDP | On the Performance of the POSIX I/O Interface to PVFS. | Murali Vilayannur, Robert B. Ross, Philip H. Carns, Rajeev Thakur, Anand Sivasubramaniam, Mahmut T. Kandemir |