Robert B. Ross

258 papers A* 3A 46B 20C 35Misc 9Journal 62Unranked 80

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Applying Formal Methods Tools to an Electronic Warfare Codebase (Experience report). CoRR Letitia W. Li, Denley Lam, Vu Le, Daniel Mitchell, Mark J. Gerken, Robert B. Ross
2026	—	`conf`	Beyond Centralized Labs: Federating the Co-Scientist. SCA/HPC Asia Workshops Amal Gueroudji, Alok Kamatar, Sabrina Chaouche, Robert B. Ross, Kyle Chard, Ian T. Foster
2026	J	`jnl`	STELLAR: Storage Tuning Engine Leveraging LLM Autonomous Reasoning for High Performance Parallel File Systems. CoRR Chris Egersdoerfer, Philip H. Carns, Shane Snyder, Robert B. Ross, Dong Dai
2025	J	`jnl`	A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation. CoRR Yangxinyu Xie, Bowen Jiang, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie Su, Camillo J. Taylor
2025	—	`conf`	Analyzing a Lifetime of Failures on a Cray XC40 Supercomputer. CUG Kevin A. Brown, Tanwi Mallick, Zhiling Lan, Robert B. Ross, Christopher D. Carothers
2025	—	`conf`	ControlA: Agentic Workflow Control Mechanisms for Reliable Science. eScience Amal Gueroudji, Tanwi Mallick, Renan Souza, Rafael Ferreira da Silva, Robert B. Ross, Matthieu Dorier, Philip H. Carns, Kyle Chard, Ian T. Foster
2025	—	`conf`	Directing PDES and Surrogate Models in Loosely Coupled Hybrid Simulations. SIGSIM-PADS Kevin A. Brown, Elkin Cruz-Camacho, Kazutomo Yoshii, Xin Wang, Zhiling Lan, Christopher D. Carothers, Robert B. Ross
2025	—	`conf`	Exploring Distributed Vector Databases Performance on HPC Platforms: A Study with Qdrant. SC Workshops Seth Ockerman, Amal Gueroudji, Song Young Oh, Robert Underwood, Nicholas Chia, Kyle Chard, Robert B. Ross, Shivaram Venkataraman
2025	J	`jnl`	Exploring Distributed Vector Databases Performance on HPC Platforms: A Study with Qdrant. CoRR Seth Ockerman, Amal Gueroudji, Song Young Oh, Robert Underwood, Nicholas Chia, Kyle Chard, Robert B. Ross, Shivaram Venkataraman
2025	J	`jnl`	Hybrid PDES Simulation of HPC Networks Using Zombie Packets. ACM Trans. Model. Comput. Simul. Elkin Cruz-Camacho, Kevin A. Brown, Xin Wang, Xiongxiao Xu, Kai Shu, Zhiling Lan, Robert B. Ross, Christopher D. Carothers
2025	J	`jnl`	MFNetSim: A Multi-Fidelity Network Simulation Framework for Multi-Traffic Modeling of Dragonfly Systems. ACM Trans. Model. Comput. Simul. Xin Wang, Kevin A. Brown, Robert B. Ross, Christopher D. Carothers, Zhiling Lan
2025	A	`conf`	PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training. SC Seth Ockerman, Amal Gueroudji, Tanwi Mallick, Yixuan He, Line Pouchard, Robert B. Ross, Shivaram Venkataraman
2025	J	`jnl`	PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training. CoRR Seth Ockerman, Amal Gueroudji, Tanwi Mallick, Yixuan He, Line Pouchard, Robert B. Ross, Shivaram Venkataraman
2025	—	`conf`	PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows. eScience Renan Souza, Amal Gueroudji, Stephen Dewitt, Daniel Rosendo, Tirthankar Ghosal, Robert B. Ross, Prasanna Balaprakash, Rafael Ferreira da Silva
2025	J	`jnl`	PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows. CoRR Renan Souza, Amal Gueroudji, Stephen Dewitt, Daniel Rosendo, Tirthankar Ghosal, Robert B. Ross, Prasanna Balaprakash, Rafael Ferreira da Silva
2025	—	`conf`	Parallel Data Object Creation: Scalable Metadata Management in Parallel I/O Library. SC Workshops Youjia Li, Robert Latham, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2025	J	`jnl`	Parallel Data Object Creation: Towards Scalable Metadata Management in High-Performance I/O Library. CoRR Youjia Li, Robert Latham, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2025	—	`conf`	RESILIO : A Scalable and Composable Architecture for Tomographic Reconstruction Workflows. SC Workshops Amal Gueroudji, Matthieu Dorier, Philip H. Carns, Parth Patel, Tekin Bicer, Robert Latham, Robert B. Ross, Kyle Chard, Ian T. Foster
2025	—	`conf`	Synopsis: MFNetSim: A Multi-Fidelity Network Simulation Framework for Multi-Traffic Modeling of Dragonfly Systems. SIGSIM-PADS Xin Wang, Kevin A. Brown, Robert B. Ross, Christopher D. Carothers, Zhiling Lan
2024	—	`conf`	Extending the Mochi Methodology to Enable Dynamic HPC Data Services. IPDPS (Workshops) Matthieu Dorier, Philip H. Carns, Robert B. Ross, Shane Snyder, Robert Latham, Amal Gueroudji, George Amvrosiadis, Chuck Cranor, Jérome Soumagne
2024	—	`conf`	Initial Experiences with DAOS Object Storage on Aurora. SC Workshops Robert Latham, Robert B. Ross, Philip H. Carns, Shane Snyder, Kevin Harms, Kaushik Velusamy, Paul K. Coffman, Gordon McPheeters
2024	—	`conf`	Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms. SC Workshops Amal Gueroudji, Chase Phelps, Tanzima Z. Islam, Philip H. Carns, Shane Snyder, Matthieu Dorier, Robert B. Ross, Line C. Pouchard
2024	—	`conf`	Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features. SIGSIM-PADS Xiongxiao Xu, Kevin A. Brown, Tanwi Mallick, Xin Wang, Elkin Cruz-Camacho, Robert B. Ross, Christopher D. Carothers, Zhiling Lan, Kai Shu
2024	J	`jnl`	Union: An Automatic Workload Manager for Accelerating Network Simulation. CoRR Xin Wang, Misbah Mubarak, Yao Kang, Robert B. Ross, Zhiling Lan
2024	J	`jnl`	WildfireGPT: Tailored Large Language Model for Wildfire Analysis. CoRR Yangxinyu Xie, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie J. Su
2023	B	`conf`	Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP. e-Science Bogdan Nicolae, Tanzima Z. Islam, Robert B. Ross, Huub J. J. Van Dam, Kevin Assogba, Polina Shpilker, Mikhail Titov, Matteo Turilli, Tianle Wang, Ozgur O. Kilic, Shantenu Jha, Line C. Pouchard
2023	—	`conf`	Dask-Extended External Tasks for HPC/ML In transit Workflows. SC Workshops Amal Gueroudji, Julien Bigot, Bruno Raffin, Robert B. Ross
2023	—	`conf`	HEPnOS: a Specialized Data Service for High Energy Physics Analysis. IPDPS Workshops 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
2023	—	`conf`	Hybrid PDES Simulation of HPC Networks Using Zombie Packets. SIGSIM-PADS Elkin Cruz-Camacho, Kevin A. Brown, Xin Wang, Xiongxiao Xu, Kai Shu, Zhiling Lan, Robert B. Ross, Christopher D. Carothers
2023	A	`conf`	I/O in WRF: A Case Study in Modern Parallel I/O Techniques. SC Zanhua Huang, Kaiyuan Hou, Ankit Agrawal, Alok N. Choudhary, Robert B. Ross, Wei-keng Liao
2023	—	`conf`	Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation. SIGSIM-PADS Xiongxiao Xu, Xin Wang, Elkin Cruz-Camacho, Christopher D. Carothers, Kevin A. Brown, Robert B. Ross, Zhiling Lan, Kai Shu
2023	J	`jnl`	Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management. Comput. Sci. Eng. Philip H. Carns, Matthieu Dorier, Robert Latham, Robert B. Ross, Shane Snyder, Jérome Soumagne
2023	J	`jnl`	Towards J. Parallel Distributed Comput. Matthieu Dorier, Zhe Wang, Srinivasan Ramesh, Utkarsh Ayachit, Shane Snyder, Robert B. Ross, Manish Parashar
2023	J	`jnl`	Towards Continually Learning Application Performance Models. CoRR Ray A. O. Sinurat, Anurag Reddy Daram, Haryadi S. Gunawi, Robert B. Ross, Sandeep Madireddy
2022	J	`jnl`	A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. CoRR Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2022	A	`conf`	A Taxonomy of Error Sources in HPC I/O Machine Learning Models. SC Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy
2022	J	`jnl`	A Taxonomy of Error Sources in HPC I/O Machine Learning Models. CoRR Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy
2022	J	`jnl`	A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. Parallel Comput. Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James B. Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2022	A	`conf`	Colza: Enabling Elastic In Situ Visualization for High-performance Computing Simulations. IPDPS Matthieu Dorier, Zhe Wang, Utkarsh Ayachit, Shane Snyder, Robert B. Ross, Manish Parashar
2022	—	`conf`	ESSA 2022 Keynote Speaker: Keep Your Composure: HPC, Data Services, and the Mochi Project. IPDPS Workshops Robert B. Ross
2022	C	`conf`	HPC Storage Service Autotuning Using Variational- Autoencoder -Guided Asynchronous Bayesian Optimization. CLUSTER Matthieu Dorier, Romain Egele, Prasanna Balaprakash, Jaehoon Koo, Sandeep Madireddy, Srinivasan Ramesh, Allen D. Malony, Robert B. Ross
2022	J	`jnl`	HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization. CoRR Matthieu Dorier, Romain Egele, Prasanna Balaprakash, Jaehoon Koo, Sandeep Madireddy, Srinivasan Ramesh, Allen D. Malony, Robert B. Ross
2022	—	`conf`	Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows. WORKS@SC Ishan Abhinit, Emily K. Adams, Khairul Alam, Brian Chase, Ewa Deelman, Lev Gorenstein, Stephen Hudson, Tanzima Z. Islam, Jeffrey Larson, Geoffrey Lentner, Anirban Mandal, John-Luke Navarro, Bogdan Nicolae, Line Pouchard, Robert B. Ross, Banani Roy, Mats Rynge, Alexander Serebrenik, Karan Vahi, Stefan M. Wild, Yufeng Xin, Rafael Ferreira da Silva, Rosa Filgueira
2021	C	`conf`	A Tunable Implementation of Quality-of-Service Classes for HPC Networks. ISC Kevin A. Brown, Neil McGlohon, Sudheer Chunduri, Eric Borch, Robert B. Ross, Christopher D. Carothers, Kevin Harms
2021	—	`conf`	Exploration of Congestion Control Techniques on Dragonfly-class HPC Networks Through Simulation. PMBS Neil McGlohon, Christopher D. Carothers, K. Scott Hemmert, Michael J. Levenhagen, Kevin A. Brown, Sudheer Chunduri, Robert B. Ross
2021	—	`conf`	I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis. PDSW@SC Jean Luca Bez, Houjun Tang, Bing Xie, David B. Williams-Young, Robert Latham, Robert B. Ross, Sarp Oral, Suren Byna
2021	J	`jnl`	It's Time to Talk About HPC Storage: Perspectives on the Past and Future. Comput. Sci. Eng. Bradley W. Settlemyer, George Amvrosiadis, Philip H. Carns, Robert B. Ross, Kathryn M. Mohror, John M. Shalf
2021	B	`conf`	Neon: Low-Latency Streaming Pipelines for HPC. CLOUD Pierre Matri, Robert B. Ross
2021	—	`conf`	Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables. IEEE BigData Qiao Kang, M. Scot Breitenfeld, Kaiyuan Hou, Wei-keng Liao, Robert B. Ross, Suren Byna
2021	Misc	`conf`	SYMBIOMON: A High-Performance, Composable Monitoring Service. HiPC Srinivasan Ramesh, Robert B. Ross, Matthieu Dorier, Allen D. Malony, Philip H. Carns, Kevin A. Huck
2021	A	`conf`	SYMBIOSYS: A Methodology for Performance Analysis of Composable HPC Data Services. IPDPS Srinivasan Ramesh, Allen D. Malony, Philip H. Carns, Robert B. Ross, Matthieu Dorier, Jérome Soumagne, Shane Snyder
2021	J	`jnl`	Trigger-Based Incremental Data Processing with Unified Sync and Async Model. IEEE Trans. Cloud Comput. Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2020	B	`conf`	A Visual Analytics Framework for Reviewing Streaming Performance Data. PacificVis Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
2020	J	`jnl`	A Visual Analytics Framework for Reviewing Streaming Performance Data. CoRR Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
2020	J	`jnl`	Ad Hoc File Systems for High-Performance Computing. J. Comput. Sci. Technol. André Brinkmann, Kathryn M. Mohror, Weikuan Yu, Philip H. Carns, Toni Cortes, Scott Klasky, Alberto Miranda, Franz-Josef Pfreundt, Robert B. Ross, Marc-Andre Vef
2020	J	`jnl`	Advancing RPC for Data Services at Exascale. IEEE Data Eng. Bull. Jérome Soumagne, Philip H. Carns, Robert B. Ross
2020	—	`conf`	Evaluation of Link Failure Resilience in Multirail Dragonfly-Class Networks through Simulation. SIGSIM-PADS Neil McGlohon, Robert B. Ross, Christopher D. Carothers
2020	—	`conf`	Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis. PDSW@SC Eliakin Del Rosario, Mikaela Currier, Mihailo Isakov, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Kevin Harms, Shane Snyder, Michel A. Kinsy
2020	A	`conf`	HPC I/O throughput bottleneck analysis with explainable local models. SC Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy
2020	J	`jnl`	Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. IEEE Trans. Parallel Distributed Syst. Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2020	A	`conf`	Improving all-to-many personalized communication in two-phase I/O. SC Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2020	—	`conf`	Keeping It Real: Why HPC Data Services Don't Achieve I/O Microbenchmark Performance. PDSW@SC Philip H. Carns, Kevin Harms, Bradley W. Settlemyer, Brian Atkinson, Robert B. Ross
2020	J	`jnl`	Mochi: Composing Data Services for High-Performance Computing Environments. J. Comput. Sci. Technol. 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
2020	B	`conf`	Pufferscale: Rescaling HPC Data Services for High Energy Physics Applications. CCGRID Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu, Stefan M. Wild, Sven Leyffer, Robert B. Ross
2020	—	`conf`	Toward Generalizable Models of I/O Throughput. ROSS@SC Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy
2020	A	`conf`	Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems. FAST Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari
2020	A	`conf`	Union: An Automatic Workload Manager for Accelerating Network Simulation. IPDPS Xin Wang, Misbah Mubarak, Yao Kang, Robert B. Ross, Zhiling Lan
2019	B	`conf`	Adaptive Learning for Concept Drift in Application Performance Modeling. ICPP Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Glenn K. Lockwood, Robert B. Ross, Shane Snyder, Stefan M. Wild
2019	C	`conf`	Evaluating Quality of Service Traffic Classes on the Megafly Network. ISC Misbah Mubarak, Neil McGlohon, Malek Musleh, Eric Borch, Robert B. Ross, Ram Huggahalli, Sudheer Chunduri, Scott Parker, Christopher D. Carothers, Kalyan Kumaran
2019	J	`jnl`	Improving MPI Collective I/O Performance With Intra-node Request Aggregation. CoRR Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2019	J	`jnl`	MPI jobs within MPI jobs: A practical way of enabling task-level fault-tolerance in HPC workflows. Future Gener. Comput. Syst. Justin M. Wozniak, Matthieu Dorier, Robert B. Ross, Tong Shu, Tahsin M. Kurç, Li Tang, Norbert Podhorszki, Matthew Wolf
2019	J	`jnl`	Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model. IEEE Trans. Parallel Distributed Syst. Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross
2019	—	`conf`	The challenges of elastic in situ analysis and visualization. ISAV@SC Matthieu Dorier, Orcun Yildiz, Tom Peterka, Robert B. Ross
2019	—	`conf`	Using Scientific Visualization Techniques to Visualize Parallel Network Simulations. SIGSIM-PADS Caitlin J. Ross, Noah Wolfe, Mark Plagge, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross
2018	J	`jnl`	A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge. CoRR Dong Dai, Robert B. Ross, Dounia Khaldi, Yonghong Yan, Matthieu Dorier, Neda Tavakoli, Yong Chen
2018	J	`jnl`	A Software-Defined Approach for QoS Control in High-Performance Computing Storage Systems. CoRR Neda Tavakoli, Dong Dai, John Jenkins, Philip H. Carns, Robert B. Ross, Yong Chen
2018	J	`jnl`	A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems. Vis. Informatics Takanori Fujiwara, Jianping Kelvin Li, Misbah Mubarak, Caitlin Ross, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
2018	—	`conf`	Evaluating the Impact of Spiking Neural Network Traffic on Extreme-Scale Hybrid Systems. PMBS@SC Noah Wolfe, Mark Plagge, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross
2018	A	`conf`	Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. FAST Haryadi S. Gunawi, Riza O. Suminto, Russell Sears, Casey Golliher, Swaminathan Sundararaman, Xing Lin, Tim Emami, Weiguang Sheng, Nematollah Bidokhti, Caitie McCaffrey, Gary Grider, Parks M. Fields, Kevin Harms, Robert B. Ross, Andree Jacobson, Robert Ricci, Kirk Webb, Peter Alvaro, H. Birali Runesha, Mingzhe Hao, Huaicheng Li
2018	J	`jnl`	Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. ACM Trans. Storage Haryadi S. Gunawi, Riza O. Suminto, Russell Sears, Casey Golliher, Swaminathan Sundararaman, Xing Lin, Tim Emami, Weiguang Sheng, Nematollah Bidokhti, Caitie McCaffrey, Deepthi Srinivasan, Biswaranjan Panda, Andrew Baptist, Gary Grider, Parks M. Fields, Kevin Harms, Robert B. Ross, Andree Jacobson, Robert Ricci, Kirk Webb, Peter Alvaro, H. Birali Runesha, Mingzhe Hao, Huaicheng Li
2018	—	`conf`	Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. PDSW-DISCS@SC Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao
2018	Misc	`conf`	Leveraging Shared Memory in the Ross Time Warp Simulator for Complex Network simulations. WSC Caitlin J. Ross, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma
2018	C	`conf`	Machine Learning Based Parallel I/O Predictive Modeling: A Case Study on Lustre File Systems. ISC Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild
2018	—	`conf`	Methodology for the Rapid Development of Scalable HPC Data Services. PDSW-DISCS@SC 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
2018	C	`conf`	Modeling I/O Performance Variability Using Conditional Variational Autoencoders. CLUSTER Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild
2018	J	`jnl`	Modeling Large-Scale Slim Fly Networks Using Parallel Discrete-Event Simulation. ACM Trans. Model. Comput. Simul. Noah Wolfe, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
2018	A	`conf`	SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. ICDCS Pierre Matri, Philip H. Carns, Robert B. Ross, Alexandru Costan, María S. Pérez, Gabriel Antoniu
2018	A	`conf`	Trade-Off Study of Localizing Communication and Balancing Network Traffic on a Dragonfly System. IPDPS Xin Wang, Misbah Mubarak, Xu Yang, Robert B. Ross, Zhiling Lan
2017	—	`conf`	A Case Study in Computational Caching Microservices for HPC. IPDPS Workshops John Jenkins, Galen M. Shipman, Jamaludin Mohd-Yusof, Kipton Barros, Philip H. Carns, Robert B. Ross
2017	C	`conf`	A Preliminary Study of Intra-Application Interference on Dragonfly Network. CLUSTER Xin Wang, Xu Yang, Misbah Mubarak, Robert B. Ross, Zhiling Lan
2017	—	`conf`	Analysis and Correlation of Application I/O Performance and System-Wide I/O Activity. NAS Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild
2017	—	`conf`	CoSS: proposing a contract-based storage system for HPC. PDSW-DISCS@SC Matthieu Dorier, Matthieu Dreher, Tom Peterka, Robert B. Ross
2017	J	`jnl`	Enabling Parallel Simulation of Large-Scale HPC Network Systems. IEEE Trans. Parallel Distributed Syst. Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
2017	J	`jnl`	Experimental evaluation of a flexible I/O architecture for accelerating workflow engines in ultrascale environments. Parallel Comput. Francisco Rodrigo Duro, Francisco Javier García Blas, Florin Isaila, Jesús Carretero, Justin M. Wozniak, Robert B. Ross
2017	B	`conf`	Lightweight Provenance Service for High-Performance Computing. PACT Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Robert B. Ross
2017	J	`jnl`	Making the case for reforming the I/O software stack of extreme-scale systems. Adv. Eng. Softw. Florin Isaila, Javier García, Jesús Carretero, Robert B. Ross, Dries Kimpe
2017	B	`conf`	Preliminary Performance Analysis of Multi-rail Fat-tree Networks. CCGrid Noah Wolfe, Misbah Mubarak, Nikhil Jain, Jens Domke, Abhinav Bhatele, Christopher D. Carothers, Robert B. Ross
2017	C	`conf`	Quantifying I/O and Communication Traffic Interference on Dragonfly Networks Equipped with Burst Buffers. CLUSTER 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	A	`conf`	ScalaIOExtrap: Elastic I/O Tracing and Extrapolation. IPDPS Xiaoqing Luo, Frank Mueller, Philip H. Carns, Jonathan Jenkins, Robert Latham, Robert B. Ross, Shane Snyder
2017	—	`conf`	Supporting task-level fault-tolerance in HPC workflows by launching MPI jobs inside MPI jobs. WORKS@SC Matthieu Dorier, Justin M. Wozniak, Robert B. Ross
2017	Misc	`conf`	Toward reliable validation of HPC network simulation models. WSC Misbah Mubarak, Nikhil Jain, Jens Domke, Noah Wolfe, Caitlin Ross, Jianping Kelvin Li, Abhinav Bhatele, Christopher D. Carothers, Kwan-Liu Ma, Robert B. Ross
2017	C	`conf`	Visual Analytics Techniques for Exploring the Design Space of Large-Scale High-Radix Networks. CLUSTER Jianping Kelvin Li, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Kwan-Liu Ma
2016	—	`conf`	A Case Study in Using Discrete-Event Simulation to Improve the Scalability of MG-RAST. SIGSIM-PADS Caitlin Ross, Misbah Mubarak, John Jenkins, Philip H. Carns, Christopher D. Carothers, Robert B. Ross, Wei Tang, Wolfgang Gerlach, Folker Meyer
2016	J	`jnl`	An asynchronous traversal engine for graph-based rich metadata management. Parallel Comput. Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Nicholas Muirhead, Yong Chen
2016	B	`conf`	CLARISSE: A Middleware for Data-Staging Coordination and Control on Large-Scale HPC Platforms. CCGrid Florin Isaila, Jesús Carretero, Robert B. Ross
2016	—	`conf`	Enabling NVM for Data-Intensive Scientific Services. INFLOW@OSDI Philip H. Carns, John Jenkins, Charles D. Cranor, Scott Atchley, Sangmin Seo, Shane Snyder, Robert B. Ross
2016	C	`conf`	Evaluation of Topology-Aware Broadcast Algorithms for Dragonfly Networks. CLUSTER Matthieu Dorier, Misbah Mubarak, Robert B. Ross, Jianping Kelvin Li, Christopher D. Carothers, Kwan-Liu Ma
2016	B	`conf`	Flexible Data-Aware Scheduling for Workflows over an In-memory Object Store. CCGrid Francisco Rodrigo Duro, Javier García Blas, Florin Isaila, Justin M. Wozniak, Jesús Carretero, Robert B. Ross
2016	—	`conf`	Get out of the Way! Applying Compression to Internal Data Structures. PDSW-DISCS@SC Robert Latham, Matthieu Dorier, Robert B. Ross
2016	C	`conf`	GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata. CLUSTER Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross
2016	Misc	`conf`	Impact of data placement on resilience in large-scale object storage systems. MSST Philip H. Carns, Kevin Harms, John Jenkins, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers
2016	—	`conf`	Leveraging burst buffer coordination to prevent I/O interference. eScience Anthony Kougkas, Matthieu Dorier, Robert Latham, Robert B. Ross, Xian-He Sun
2016	—	`conf`	Modeling a Million-Node Slim Fly Network Using Parallel Discrete-Event Simulation. SIGSIM-PADS Noah Wolfe, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Philip H. Carns
2016	—	`conf`	Modular HPC I/O Characterization with Darshan. ESPT@SC Shane Snyder, Philip H. Carns, Kevin Harms, Robert B. Ross, Glenn K. Lockwood, Nicholas J. Wright
2016	A	`conf`	On the Root Causes of Cross-Application I/O Interference in HPC Storage Systems. IPDPS Orcun Yildiz, Matthieu Dorier, Shadi Ibrahim, Robert B. Ross, Gabriel Antoniu
2016	B	`conf`	Study of Intra- and Interjob Interference on Torus Networks. ICPADS Xu Yang, John Jenkins, Misbah Mubarak, Xin Wang, Robert B. Ross, Zhiling Lan
2016	J	`jnl`	Towards Exploring Data-Intensive Scientific Applications at Extreme Scales through Systems and Simulations. IEEE Trans. Parallel Distributed Syst. Dongfang Zhao, Ning Liu, Dries Kimpe, Robert B. Ross, Xian-He Sun, Ioan Raicu
2016	J	`jnl`	Using Formal Grammars to Predict I/O Behaviors in HPC: The Omnisc'IO Approach. IEEE Trans. Parallel Distributed Syst. Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert B. Ross
2016	—	`conf`	Visual Data-Analytics of Large-Scale Parallel Discrete-Event Simulations. PMBS@SC Caitlin Ross, Christopher D. Carothers, Misbah Mubarak, Philip H. Carns, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma
2016	A	`conf`	Watch out for the bully!: job interference study on dragonfly network. SC Xu Yang, John Jenkins, Misbah Mubarak, Robert B. Ross, Zhiling Lan
2015	A	`conf`	A Multiplatform Study of I/O Behavior on Petascale Supercomputers. HPDC Huong Luu, Marianne Winslett, William Gropp, Robert B. Ross, Philip H. Carns, Kevin Harms, Prabhat, Surendra Byna, Yushu Yao
2015	J	`jnl`	A Remote Procedure Call Approach for Extreme-scale Services. CoRR Jérome Soumagne, Philip H. Carns, Dries Kimpe, Quincey Koziol, Robert B. Ross
2015	J	`jnl`	Challenges and Considerations for Utilizing Burst Buffers in High-Performance Computing. CoRR Melissa Romanus, Robert B. Ross, Manish Parashar
2015	C	`conf`	Collective I/O Tuning Using Analytical and Machine Learning Models. CLUSTER Florin Isaila, Prasanna Balaprakash, Stefan M. Wild, Dries Kimpe, Robert Latham, Robert B. Ross, Paul D. Hovland
2015	A	`conf`	Distributing the Data Plane for Remote Storage Access. HotOS Torsten Hoefler, Robert B. Ross, Timothy Roscoe
2015	C	`conf`	GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management. CLUSTER Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Kyle Blauer, Yong Chen
2015	—	`conf`	HPC I/O trace extrapolation. ESPT@SC Xiaoqing Luo, Frank Mueller, Philip H. Carns, John Jenkins, Robert Latham, Robert B. Ross, Shane Snyder
2015	—	`conf`	Techniques for modeling large-scale HPC I/O workloads. PMBS@SC Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat
2015	Misc	`conf`	Time warp state restoration via delta encoding. WSC Justin M. LaPre, Elsa J. Gonsiorowski, Christopher D. Carothers, John Jenkins, Philip H. Carns, Robert B. Ross
2015	B	`conf`	YARNsim: Simulating Hadoop YARN. CCGRID Ning Liu, Xi Yang, Xian-He Sun, Jonathan Jenkins, Robert B. Ross
2014	—	`conf`	A Case for Epidemic Fault Detection and Group Membership in HPC Storage Systems. PMBS@SC Shane Snyder, Philip H. Carns, Jonathan Jenkins, Kevin Harms, Robert B. Ross, Misbah Mubarak, Christopher D. Carothers
2014	—	`conf`	A case study in using massively parallel simulation for extreme-scale torus network codesign. SIGSIM-PADS Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
2014	A	`conf`	CALCioM: Mitigating I/O Interference in HPC Systems through Cross-Application Coordination. IPDPS Matthieu Dorier, Gabriel Antoniu, Robert B. Ross, Dries Kimpe, Shadi Ibrahim
2014	C	`conf`	Data-Aware Resource Scheduling for Multicloud Workflows: A Fine-Grained Simulation Approach. CloudCom Wei Tang, Jonathan Jenkins, Folker Meyer, Robert B. Ross, Rajkumar Kettimuthu, Linda Winkler, Xi Yang, Thomas Lehman, Narayan Desai
2014	A	`conf`	Domino: an incremental computing framework in cloud with eventual synchronization. HPDC Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross, Xuehai Zhou
2014	J	`jnl`	Extreme-scale computing services over MPI: Experiences, observations and features proposal for next-generation message passing interface. Int. J. High Perform. Comput. Appl. Judicael A. Zounmevo, Dries Kimpe, Robert B. Ross, Ahmad Afsahi
2014	—	`conf`	FusionFS: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systems. IEEE BigData Dongfang Zhao, Zhao Zhang, Xiaobing Zhou, Tonglin Li, Ke Wang, Dries Kimpe, Philip H. Carns, Robert B. Ross, Ioan Raicu
2014	A	`conf`	Omnisc'IO: A Grammar-Based Approach to Spatial and Temporal I/O Patterns Prediction. SC Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert B. Ross
2014	J	`jnl`	Optimizing I/O forwarding techniques for extreme-scale event tracing. Clust. Comput. Thomas Ilsche, Joseph Schuchart, Jason Cope, Dries Kimpe, Terry R. Jones, Andreas Knüpfer, Kamil Iskra, Robert B. Ross, Wolfgang E. Nagel, Stephen Poole
2014	B	`conf`	Provenance-Based Prediction Scheme for Object Storage System in HPC. CCGRID Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2014	—	`conf`	Provenance-based object storage prediction scheme for scientific big data applications. IEEE BigData Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2014	C	`conf`	RADAR: Runtime Asymmetric Data-Access Driven Scientific Data Replication. ISC John Jenkins, Xiaocheng Zou, Houjun Tang, Dries Kimpe, Robert B. Ross, Nagiza F. Samatova
2014	A	`conf`	Two-Choice Randomized Dynamic I/O Scheduler for Object Storage Systems. SC Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2014	Misc	`conf`	Using massively parallel simulation for MPI collective communication modeling in extreme-scale networks. WSC Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
2014	—	`conf`	Using property graphs for rich metadata management in HPC systems. PDSW@SC Dong Dai, Robert B. Ross, Philip H. Carns, Dries Kimpe, Yong Chen
2013	A	`conf`	A Visual Network Analysis Method for Large-Scale Parallel I/O Systems. IPDPS Carmen Sigovan, Chris Muelder, Kwan-Liu Ma, Jason Cope, Kamil Iskra, Robert B. Ross
2013	J	`jnl`	ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying. Trans. Large Scale Data Knowl. Centered Syst. John Jenkins, Isha Arkatkar, Sriram Lakshminarasimhan, David A. Boyuka II, Eric R. Schendel, Neil Shah, Stéphane Ethier, Choong-Seock Chang, Jackie Chen, Hemanth Kolla, Scott Klasky, Robert B. Ross, Nagiza F. Samatova
2013	A	`conf`	Characterization and modeling of PIDX parallel I/O for performance optimization. SC 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
2013	J	`jnl`	ISABELA for effective in situ compression of scientific data. Concurr. Comput. Pract. Exp. Sriram Lakshminarasimhan, Neil Shah, Stéphane Ethier, Seung-Hoe Ku, Choong-Seock Chang, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova
2013	C	`conf`	Mercury: Enabling remote procedure call for high-performance computing. CLUSTER Jérome Soumagne, Dries Kimpe, Judicael A. Zounmevo, Mohamad Chaarawi, Quincey Koziol, Ahmad Afsahi, Robert B. Ross
2013	C	`conf`	Toward a unified object storage foundation for scalable storage systems. CLUSTER Cengiz Karakoyunlu, Dries Kimpe, Philip H. Carns, Kevin Harms, Robert B. Ross, Lee Ward
2013	C	`conf`	Using MPI in high-performance computing services. EuroMPI Judicael A. Zounmevo, Dries Kimpe, Robert B. Ross, Ahmad Afsahi
2012	—	`conf`	A Case for Optimistic Coordination in HPC Storage Systems. SC Companion 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	—	`conf`	AESOP: Expressing Concurrency in High-Performance System Software. NAS Dries Kimpe, Philip H. Carns, Kevin Harms, Justin M. Wozniak, Samuel Lang, Robert B. Ross
2012	—	`conf`	Abstract: Bringing Task and Data Parallelism to Analysis of Climate Model Output. SC Companion 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
2012	—	`conf`	An Evolutionary Path to Object Storage Access. SC Companion David Goodell, Seong Jo Kim, Robert Latham, Mahmut T. Kandemir, Robert B. Ross
2012	—	`conf`	Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying. DEXA (2) John Jenkins, Isha Arkatkar, Sriram Lakshminarasimhan, Neil Shah, Eric R. Schendel, Stéphane Ethier, Choong-Seock Chang, Jacqueline H. Chen, Hemanth Kolla, Scott Klasky, Robert B. Ross, Nagiza F. Samatova
2012	A	`conf`	Byte-precision level of detail processing for variable precision analytics. SC John Jenkins, Eric R. Schendel, Sriram Lakshminarasimhan, David A. Boyuka II, Terry Rogers, Stéphane Ethier, Robert B. Ross, Scott Klasky, Nagiza F. Samatova
2012	A	`conf`	Efficient data restructuring and aggregation for I/O acceleration in PIDX. SC 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	A	`conf`	Enabling event tracing at leadership-class scale through I/O forwarding middleware. HPDC Thomas Ilsche, Joseph Schuchart, Jason Cope, Dries Kimpe, Terry R. Jones, Andreas Knüpfer, Kamil Iskra, Robert B. Ross, Wolfgang E. Nagel, Stephen Poole
2012	A*	`conf`	ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression. ICDE 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
2012	A	`conf`	ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization. HPDC Eric R. Schendel, Saurabh V. Pendse, John Jenkins, David A. Boyuka II, Zhenhuan Gong, Sriram Lakshminarasimhan, Qing Liu, Hemanth Kolla, Jackie Chen, Scott Klasky, Robert B. Ross, Nagiza F. Samatova
2012	—	`conf`	Integrated in-system storage architecture for high performance computing. ROSS@ICS Dries Kimpe, Kathryn M. Mohror, Adam Moody, Brian Van Essen, Maya B. Gokhale, Robert B. Ross, Bronis R. de Supinski
2012	B	`conf`	MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns. ICPP Zhenhuan Gong, Terry Rogers, John Jenkins, Hemanth Kolla, Stéphane Ethier, Jackie Chen, Robert B. Ross, Scott Klasky, Nagiza F. Samatova
2012	J	`jnl`	Model and simulation of exascale communication networks. J. Simulation Ning Liu, Christopher D. Carothers, Jason Cope, Philip H. Carns, Robert B. Ross
2012	—	`conf`	Modeling a Million-Node Dragonfly Network Using Massively Parallel Discrete-Event Simulation. SC Companion Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
2012	A	`conf`	Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data. IPDPS Zhenhuan Gong, Sriram Lakshminarasimhan, John Jenkins, Hemanth Kolla, Stéphane Ethier, Jackie Chen, Robert B. Ross, Scott Klasky, Nagiza F. Samatova
2012	Misc	`conf`	On the role of burst buffers in leadership-class storage systems. MSST Ning Liu, Jason Cope, Philip H. Carns, Christopher D. Carothers, Robert B. Ross, Gary Grider, Adam Crume, Carlos Maltzahn
2012	—	`conf`	Poster: Bringing Task and Data Parallelism to Analysis of Climate Model Output. SC Companion 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
2012	A	`conf`	The Parallel Computation of Morse-Smale Complexes. IPDPS Attila Gyulassy, Valerio Pascucci, Tom Peterka, Robert B. Ross
2012	J	`jnl`	The Top 10 Challenges in Extreme-Scale Visual Analytics. IEEE Computer Graphics and Applications Pak Chung Wong, Han-Wei Shen, Christopher R. Johnson, Chaomei Chen, Robert B. Ross
2012	C	`conf`	Versatile Communication Algorithms for Data Analysis. EuroMPI Tom Peterka, Robert B. Ross
2011	A	`conf`	A Study of Parallel Particle Tracing for Steady-State and Time-Varying Flow Fields. IPDPS Tom Peterka, Robert B. Ross, Boonthanome Nouanesengsy, Teng-Yok Lee, Han-Wei Shen, Wesley Kendall, Jian Huang
2011	—	`conf`	Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data. Euro-Par (1) Sriram Lakshminarasimhan, Neil Shah, Stéphane Ethier, Scott Klasky, Robert Latham, Robert B. Ross, Nagiza F. Samatova
2011	J	`jnl`	Data-Intensive Science in the US DOE: Case Studies and Future Challenges. Comput. Sci. Eng. James P. Ahrens, Bruce Hendrickson, Gabrielle Long, Steve Miller, Robert B. Ross, Dean N. Williams
2011	J	`jnl`	Design and Evaluation of Multiple-Level Data Staging for Blue Gene Systems. IEEE Trans. Parallel Distributed Syst. Florin Isaila, Javier García Blas, Jesús Carretero, Robert Latham, Robert B. Ross
2011	—	`ch.`	File Systems. Encyclopedia of Parallel Computing Robert B. Ross
2011	A	`conf`	ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data. SC 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
2011	C	`conf`	Improving I/O Forwarding Throughput with Data Compression. CLUSTER Benjamin Welton, Dries Kimpe, Jason Cope, Christina M. Patrick, Kamil Iskra, Robert B. Ross
2011	—	`conf`	Modeling a Leadership-Scale Storage System. PPAM (1) Ning Liu, Christopher D. Carothers, Jason Cope, Philip H. Carns, Robert B. Ross, Adam Crume, Carlos Maltzahn
2011	A	`conf`	On the duality of data-intensive file system design: reconciling HDFS and PVFS. SC Wittawat Tantisiriroj, Seung Woo Son, Swapnil Patil, Samuel Lang, Garth Gibson, Robert B. Ross
2011	C	`conf`	PIDX: Efficient Parallel I/O for Multi-resolution Multi-dimensional Scientific Datasets. CLUSTER Sidharth Kumar, Venkatram Vishwanath, Philip H. Carns, Brian Summa, Giorgio Scorzelli, Valerio Pascucci, Robert B. Ross, Jacqueline Chen, Hemanth Kolla, Ray W. Grout
2011	C	`conf`	Portable and Scalable MPI Shared File Pointers. EuroMPI Jason Cope, Kamil Iskra, Dries Kimpe, Robert B. Ross
2011	—	`conf`	Poster: FLAMBES: evolving fast performance models. SC Companion 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
2011	A*	`conf`	S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. ICDM 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
2011	—	`conf`	Scalable parallel building blocks for custom data analysis. LDAV Tom Peterka, Robert B. Ross, Wesley Kendall, Attila Gyulassy, Valerio Pascucci, Han-Wei Shen, Teng-Yok Lee, Abon Chaudhuri
2011	J	`jnl`	Toward a General I/O Layer for Parallel-Visualization Applications. IEEE Computer Graphics and Applications Wesley Kendall, Jian Huang, Tom Peterka, Robert Latham, Robert B. Ross
2011	J	`jnl`	Understanding and Improving Computational Science Storage Access through Continuous Characterization. ACM Trans. Storage Philip H. Carns, Kevin Harms, William E. Allcock, Charles Bacon, Samuel Lang, Robert Latham, Robert B. Ross
2011	Misc	`conf`	Understanding and improving computational science storage access through continuous characterization. MSST Philip H. Carns, Kevin Harms, William E. Allcock, Charles Bacon, Samuel Lang, Robert Latham, Robert B. Ross
2010	A	`conf`	Accelerating I/O Forwarding in IBM Blue Gene/P Systems. SC Venkatram Vishwanath, Mark Hereld, Kamil Iskra, Dries Kimpe, Vitali A. Morozov, Michael E. Papka, Robert B. Ross, Kazutomo Yoshii
2010	—	`conf`	Accelerating and Benchmarking Radix-k Image Compositing at Large Scale. EGPGV@Eurographics Wesley Kendall, Tom Peterka, Jian Huang, Han-Wei Shen, Robert B. Ross
2010	—	`conf`	Bridging HPC and Grid File I/O with IOFSL. PARA (2) Jason Cope, Kamil Iskra, Dries Kimpe, Robert B. Ross
2010	—	`conf`	Distributed object storage rebuild analysis via simulation with GOBS. DSN Workshops Justin M. Wozniak, Seung Woo Son, Robert B. Ross
2010	Misc	`conf`	Enabling active storage on parallel I/O software stacks. MSST Seung Woo Son, Samuel Lang, Philip H. Carns, Robert B. Ross, Rajeev Thakur, Berkin Özisikyilmaz, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary
2010	C	`conf`	MPI Datatype Marshalling: A Case Study in Datatype Equivalence. EuroMPI Dries Kimpe, David Goodell, Robert B. Ross
2010	C	`conf`	Optimization Techniques at the I/O Forwarding Layer. CLUSTER Kazuki Ohta, Dries Kimpe, Jason Cope, Kamil Iskra, Robert B. Ross, Yutaka Ishikawa
2009	C	`conf`	24/7 Characterization of petascale I/O workloads. CLUSTER Philip H. Carns, Robert Latham, Robert B. Ross, Kamil Iskra, Samuel Lang, Katherine Riley
2009	A	`conf`	A configurable algorithm for parallel image-compositing applications. SC Tom Peterka, David Goodell, Robert B. Ross, Han-Wei Shen, Rajeev Thakur
2009	C	`conf`	Combining I/O operations for multiple array variables in parallel netCDF. CLUSTER Kui Gao, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Robert Latham
2009	J	`jnl`	Coordinating government funding of file system and I/O research through the high end computing university research activity. ACM SIGOPS Oper. Syst. Rev. Gary Grider, James Nunez, John Bent, Steve Poole, Robert B. Ross, Evan Felix
2009	B	`conf`	End-to-End Study of Parallel Volume Rendering on the IBM Blue Gene/P. ICPP Tom Peterka, Hongfeng Yu, Robert B. Ross, Kwan-Liu Ma, Robert Latham
2009	A	`conf`	I/O performance challenges at leadership scale. SC Samuel Lang, Philip H. Carns, Robert Latham, Robert B. Ross, Kevin Harms, William E. Allcock
2009	—	`conf`	Implementing Reliable Data Structures for MPI Services in High Component Count Systems. PVM/MPI Justin M. Wozniak, Bryan Jacobs, Robert Latham, Samuel Lang, Seung Woo Son, Robert B. Ross
2009	C	`conf`	Interfaces for coordinated access in the file system. CLUSTER Samuel Lang, Robert Latham, Robert B. Ross, Dries Kimpe
2009	B	`conf`	Latency Hiding File I/O for Blue Gene Systems. CCGRID Florin Isaila, Javier García Blas, Jesús Carretero, Robert Latham, Samuel Lang, Robert B. Ross
2009	—	`conf`	Multiple-Level MPI File Write-Back and Prefetching for Blue Gene Systems. PVM/MPI Javier García Blas, Florin Isaila, Jesús Carretero, Robert Latham, Robert B. Ross
2009	—	`ch.`	Parallel Data Storage and Access. Scientific Data Management Robert B. Ross, Alok N. Choudhary, Garth A. Gibson, Wei-keng Liao
2009	—	`conf`	Processing MPI Datatypes Outside MPI. PVM/MPI Robert B. Ross, Robert Latham, William Gropp, Ewing L. Lusk, Rajeev Thakur
2009	C	`conf`	Scalable I/O forwarding framework for high-performance computing systems. CLUSTER Nawab Ali, Philip H. Carns, Kamil Iskra, Dries Kimpe, Samuel Lang, Robert Latham, Robert B. Ross, Lee Ward, P. Sadayappan
2009	A	`conf`	Small-file access in parallel file systems. IPDPS Philip H. Carns, Samuel Lang, Robert B. Ross, Murali Vilayannur, Julian M. Kunkel, Thomas Ludwig
2009	A	`conf`	Terascale data organization for discovering multivariate climatic trends. SC Wesley Kendall, Markus Glatter, Jian Huang, Tom Peterka, Robert Latham, Robert B. Ross
2009	B	`conf`	Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O. ICPP Kui Gao, Wei-keng Liao, Arifa Nisar, Alok N. Choudhary, Robert B. Ross, Robert Latham
2008	—	`conf`	Parallel Volume Rendering on the IBM Blue Gene/P. EGPGV@Eurographics Tom Peterka, Hongfeng Yu, Robert B. Ross, Kwan-Liu Ma
2008	—	`conf`	Self-consistent MPI-IO Performance Requirements and Expectations. PVM/MPI William D. Gropp, Dries Kimpe, Robert B. Ross, Rajeev Thakur, Jesper Larsson Träff
2007	—	`conf`	Extending the MPI-2 Generalized Request Interface. PVM/MPI Robert Latham, William Gropp, Robert B. Ross, Rajeev Thakur
2007	J	`jnl`	Implementing MPI-IO Atomic Mode and Shared File Pointers Using MPI One-Sided Communication. Int. J. High Perform. Comput. Appl. Robert Latham, Robert B. Ross, Rajeev Thakur
2007	A	`conf`	Noncontiguous locking techniques for parallel file systems. SC Avery Ching, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Lee Ward
2007	—	`conf`	Transparent Log-Based Data Storage in MPI-IO Applications. PVM/MPI Dries Kimpe, Robert B. Ross, Stefan Vandewalle, Stefaan Poedts
2006	C	`conf`	A New Flexible MPI Collective I/O Implementation. CLUSTER Kenin Coloma, Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, Rajeev Thakur, Lee Ward
2006	—	`conf`	Can MPI Be Used for Persistent Parallel Services? PVM/MPI Robert Latham, Robert B. Ross, Rajeev Thakur
2006	J	`jnl`	Discretionary Caching for I/O on Clusters. Clust. Comput. Murali Vilayannur, Anand Sivasubramaniam, Mahmut T. Kandemir, Rajeev Thakur, Robert B. Ross
2006	A*	`conf`	High performance file I/O for the Blue Gene/L supercomputer. HPCA 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
2006	—	`conf`	High-Performance Parallel I/O. PVM/MPI Robert B. Ross, Joachim Worringen
2006	A	`conf`	M02 - Parallel I/O in practice. SC Robert B. Ross, Rajeev Thakur, William Loewe, Robert Latham
2006	A	`conf`	MPI-IO/L: efficient remote I/O for MPI-IO via logistical networking. IPDPS Jonghyun Lee, Robert B. Ross, Scott Atchley, Micah D. Beck, Rajeev Thakur
2006	A	`conf`	PVFS - PVFS: a parallel file system. SC Robert B. Ross, Robert Latham
2006	A	`conf`	S01 - Advanced MPI: I/O and one-sided communication. SC William Gropp, Ewing L. Lusk, Rajeev Thakur, Robert B. Ross
2005	J	`jnl`	Aggregate operators in probabilistic databases. J. ACM Robert B. Ross, V. S. Subrahmanian, John Grant
2005	A	`conf`	BMI: A Network Abstraction Layer for Parallel I/O. IPDPS Philip H. Carns, Robert B. Ross, Walter B. Ligon III, Pete Wyckoff
2005	—	`conf`	Implementing Byte-Range Locks Using MPI One-Sided Communication. PVM/MPI Rajeev Thakur, Robert B. Ross, Robert Latham
2005	—	`conf`	Implementing MPI-IO Shared File Pointers Without File System Support. PVM/MPI Robert Latham, Robert B. Ross, Rajeev Thakur, Brian R. Toonen
2005	B	`conf`	Implementing MPI-IO atomic mode without file system support. CCGRID Robert B. Ross, Robert Latham, William Gropp, Rajeev Thakur, Brian R. Toonen
2004	J	`jnl`	Evaluating structured I/O methods for parallel file systems. Int. J. High Perform. Comput. Netw. Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp
2004	C	`conf`	On the Performance of the POSIX I/O Interface to PVFS. PDP Murali Vilayannur, Robert B. Ross, Philip H. Carns, Rajeev Thakur, Anand Sivasubramaniam, Mahmut T. Kandemir
2004	—	`conf`	Providing Efficient I/O Redundancy in MPI Environments. PVM/MPI William D. Gropp, Robert B. Ross, Neill Miller
2004	C	`conf`	RFS: efficient and flexible remote file access for MPI-IO. CLUSTER Jonghyun Lee, Robert B. Ross, Rajeev Thakur, Xiaosong Ma, Marianne Winslett
2004	—	`conf`	The Impact of File Systems on MPI-IO Scalability. PVM/MPI Robert Latham, Robert B. Ross, Rajeev Thakur
2004	B	`conf`	Unifier: unifying cache management and communication buffer management for PVFS over InfiniBand. CCGRID Jiesheng Wu, Pete Wyckoff, Dhabaleswar K. Panda, Robert B. Ross
2003	B	`conf`	Discretionary Caching for I/O on Clusters. CCGRID Murali Vilayannur, Anand Sivasubramaniam, Mahmut T. Kandemir, Rajeev Thakur, Robert B. Ross
2003	C	`conf`	Efficient Structured Data Access in Parallel File Systems. CLUSTER Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William D. Gropp
2003	—	`conf`	Implementing Fast and Reusable Datatype Processing. PVM/MPI Robert B. Ross, Neill Miller, William Gropp
2003	B	`conf`	Noncontiguous I/O Accesses Through MPI-IO. CCGRID Avery Ching, Alok N. Choudhary, Kenin Coloma, Wei-keng Liao, Robert B. Ross, William Gropp
2003	A	`conf`	Parallel netCDF: A High-Performance Scientific I/O Interface. SC Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham, Andrew R. Siegel, Brad Gallagher, Michael Zingale
2003	J	`jnl`	Parallel netCDF: A Scientific High-Performance I/O Interface CoRR Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham
2003	C	`conf`	Using MPI-2: Advanced Features of the Message Passing Interface. CLUSTER William D. Gropp, Ewing L. Lusk, Robert B. Ross, Rajeev Thakur
2002	J	`jnl`	Noncontiguous I/O through PVFS CoRR Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp
2002	C	`conf`	Noncontiguous I/O through PVFS. CLUSTER Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp
2002	C	`conf`	Probabilistic Aggregates. ISMIS Robert B. Ross, V. S. Subrahmanian, John Grant
2001	A	`conf`	A case study in application I/O on Linux clusters. SC Robert B. Ross, Daniel Nurmi, Albert Cheng, Michael Zingale
2001	J	`jnl`	Probabilistic temporal databases, I: algebra. ACM Trans. Database Syst. Alex Dekhtyar, Robert B. Ross, V. S. Subrahmanian
2001	C	`conf`	The Parallel Virtual File System for Commodity Clusters. CLUSTER Walter B. Ligon III, Robert B. Ross
2000	—	`book`	Heterogenous Active Agents V. S. Subrahmanian, Piero A. Bonatti, Jürgen Dix, Thomas Eiter, Sarit Kraus, Fatma Ozcan, Robert B. Ross
2000	J	`jnl`	IMPACT: A System for Building Agent Applications. J. Intell. Inf. Syst. Timothy J. Rogers, Robert B. Ross, V. S. Subrahmanian
2000	—	`conf`	PVFS: A Parallel File System for Linux Clusters. Annual Linux Showcase & Conference Philip H. Carns, Walter B. Ligon III, Robert B. Ross, Rajeev Thakur
1999	J	`jnl`	Impact: a platform for collaborating agents. IEEE Intell. Syst. Khaled A. Arisha, Fatma Özcan, Robert B. Ross, V. S. Subrahmanian, Thomas Eiter, Sarit Kraus
1998	—	`conf`	IMPACT: The Interactive Maryland Platform for Agents Collaborating Together. ICMAS Khaled A. Arisha, Sarit Kraus, Fatma Ozcan, Robert B. Ross, V. S. Subrahmanian
1997	J	`jnl`	ProbView: A Flexible Probabilistic Database System. ACM Trans. Database Syst. Laks V. S. Lakshmanan, Nicola Leone, Robert B. Ross, V. S. Subrahmanian
1996	A	`conf`	Implementation and Performance of a Parallel File System for High Performance Distributed Applications. HPDC Walter B. Ligon III, Robert B. Ross