Hybrid PDES Simulation of HPC Networks Using Zombie Packets. - Cruz-Camacho, Elkin; Brown, Kevin A.; Wang, Xin; Xu, Xiongxiao; Shu, Kai; Lan, Zhiling; Ross, Robert B.; Carothers, Christopher D. (ACM Trans. Model. Comput. Simul., 2025)

Directing PDES and Surrogate Models in Loosely Coupled Hybrid Simulations. - Brown, Kevin A.; Cruz-Camacho, Elkin; Yoshii, Kazutomo; Wang, Xin; Lan, Zhiling; Carothers, Christopher D.; Ross, Robert B. (2025)

Synopsis: MFNetSim: A Multi-Fidelity Network Simulation Framework for Multi-Traffic Modeling of Dragonfly Systems. - Wang, Xin; Brown, Kevin A.; Ross, Robert B.; Carothers, Christopher D.; Lan, Zhiling (2025)

A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation. - Xie, Yangxinyu; Jiang, Bowen; Mallick, Tanwi; Bergerson, Joshua David; Hutchison, John K.; Verner, Duane R.; Branham, Jordan; Alexander, M. Ross; Ross, Robert B.; Feng, Yan; Levy, Leslie-Anne; Su, Weijie; et al. (CoRR, 2025)

Parallel Data Object Creation: Towards Scalable Metadata Management in High-Performance I/O Library. - Li, Youjia; Latham, Robert; Ross, Robert B.; Agrawal, Ankit; Choudhary, Alok N.; Liao, Wei-Keng (CoRR, 2025)

Extending the Mochi Methodology to Enable Dynamic HPC Data Services. - Dorier, Matthieu; Carns, Philip H.; Ross, Robert B.; Snyder, Shane; Latham, Robert; Gueroudji, Amal; Amvrosiadis, George; Cranor, Chuck; Soumagne, Jérome (2024)

Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features. - Xu, Xiongxiao; Brown, Kevin A.; Mallick, Tanwi; Wang, Xin; Cruz-Camacho, Elkin; Ross, Robert B.; Carothers, Christopher D.; Lan, Zhiling; Shu, Kai (2024)

Initial Experiences with DAOS Object Storage on Aurora. - Latham, Robert; Ross, Robert B.; Carns, Philip H.; Snyder, Shane; Harms, Kevin; Velusamy, Kaushik; Coffman, Paul K.; McPheeters, Gordon (2024)

Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms. - Gueroudji, Amal; Phelps, Chase; Islam, Tanzima Z.; Carns, Philip H.; Snyder, Shane; Dorier, Matthieu; Ross, Robert B.; Pouchard, Line C. (2024)

WildfireGPT: Tailored Large Language Model for Wildfire Analysis. - Xie, Yangxinyu; Mallick, Tanwi; Bergerson, Joshua David; Hutchison, John K.; Verner, Duane R.; Branham, Jordan; Alexander, M. Ross; Ross, Robert B.; Feng, Yan; Levy, Leslie-Anne; Su, Weijie J. (CoRR, 2024)

Union: An Automatic Workload Manager for Accelerating Network Simulation. - Wang, Xin; Mubarak, Misbah; Kang, Yao; Ross, Robert B.; Lan, Zhiling (CoRR, 2024)

Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management. - Carns, Philip H.; Dorier, Matthieu; Latham, Robert; Ross, Robert B.; Snyder, Shane; Soumagne, Jérome (Comput. Sci. Eng., 2023)

Towards elastic in situ analysis for high-performance computing simulations. - Dorier, Matthieu; Wang, Zhe; Ramesh, Srinivasan; Ayachit, Utkarsh; Snyder, Shane; Ross, Robert B.; Parashar, Manish (J. Parallel Distributed Comput., 2023)

Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP. - Nicolae, Bogdan; Islam, Tanzima Z.; Ross, Robert B.; Dam, Huub J. J. Van; Assogba, Kevin; Shpilker, Polina; Titov, Mikhail; Turilli, Matteo; Wang, Tianle; Kilic, Ozgur O.; Jha, Shantenu; Pouchard, Line C. (2023)

HEPnOS: a Specialized Data Service for High Energy Physics Analysis. - Ali, Sajid; Calvez, Steven; Carns, Philip H.; Dorier, Matthieu; Ding, Pengfei; Kowalkowski, James; Latham, Robert; Norman, Andrew; Paterno, Marc F.; Ross, Robert B.; Sehrish, Saba; Snyder, Shane; et al. (2023)

Hybrid PDES Simulation of HPC Networks Using Zombie Packets. - Cruz-Camacho, Elkin; Brown, Kevin A.; Wang, Xin; Xu, Xiongxiao; Shu, Kai; Lan, Zhiling; Ross, Robert B.; Carothers, Christopher D. (2023)

Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation. - Xu, Xiongxiao; Wang, Xin; Cruz-Camacho, Elkin; Carothers, Christopher D.; Brown, Kevin A.; Ross, Robert B.; Lan, Zhiling; Shu, Kai (2023)

I/O in WRF: A Case Study in Modern Parallel I/O Techniques. - Huang, Zanhua; Hou, Kaiyuan; Agrawal, Ankit; Choudhary, Alok N.; Ross, Robert B.; Liao, Wei-Keng (2023)

Dask-Extended External Tasks for HPC/ML In transit Workflows. - Gueroudji, Amal; Bigot, Julien; Raffin, Bruno; Ross, Robert B. (2023)

Towards Continually Learning Application Performance Models. - Sinurat, Ray A. O.; Daram, Anurag Reddy; Gunawi, Haryadi S.; Ross, Robert B.; Madireddy, Sandeep (CoRR, 2023)

A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. - Lee, Sunwoo; Hou, Kaiyuan; Wang, Kewei; Sehrish, Saba; Paterno, Marc F.; Kowalkowski, James B.; Koziol, Quincey; Ross, Robert B.; Agrawal, Ankit; Choudhary, Alok N.; Liao, Wei-keng (Parallel Comput., 2022)

HPC Storage Service Autotuning Using Variational- Autoencoder -Guided Asynchronous Bayesian Optimization. - Dorier, Matthieu; Egele, Romain; Balaprakash, Prasanna; Koo, Jaehoon; Madireddy, Sandeep; Ramesh, Srinivasan; Malony, Allen D.; Ross, Robert B. (2022)

Colza: Enabling Elastic In Situ Visualization for High-performance Computing Simulations. - Dorier, Matthieu; Wang, Zhe; Ayachit, Utkarsh; Snyder, Shane; Ross, Robert B.; Parashar, Manish (2022)

ESSA 2022 Keynote Speaker: Keep Your Composure: HPC, Data Services, and the Mochi Project. - Ross, Robert B. (2022)

A Taxonomy of Error Sources in HPC I/O Machine Learning Models. - Isakov, Mihailo; Currier, Mikaela; Rosario, Eliakin Del; Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Ross, Robert B.; Lockwood, Glenn K.; Kinsy, Michel A. (2022)

Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows. - Abhinit, Ishan; Adams, Emily K.; Alam, Khairul; Chase, Brian; Deelman, Ewa; Gorenstein, Lev; Hudson, Stephen; Islam, Tanzima Z.; Larson, Jeffrey; Lentner, Geoffrey; Mandal, Anirban; Navarro, John-Luke; et al. (2022)

A Taxonomy of Error Sources in HPC I/O Machine Learning Models. - Isakov, Mihailo; Currier, Mikaela; Rosario, Eliakin Del; Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Ross, Robert B.; Lockwood, Glenn K.; Kinsy, Michel A. (CoRR, 2022)

A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. - Lee, Sunwoo; Hou, Kaiyuan; Wang, Kewei; Sehrish, Saba; Paterno, Marc F.; Kowalkowski, James; Koziol, Quincey; Ross, Robert B.; Agrawal, Ankit; Choudhary, Alok N.; Liao, Wei-keng (CoRR, 2022)

HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization. - Dorier, Matthieu; Egele, Romain; Balaprakash, Prasanna; Koo, Jaehoon; Madireddy, Sandeep; Ramesh, Srinivasan; Malony, Allen D.; Ross, Robert B. (CoRR, 2022)

It's Time to Talk About HPC Storage: Perspectives on the Past and Future. - Settlemyer, Bradley W.; Amvrosiadis, George; Carns, Philip H.; Ross, Robert B.; Mohror, Kathryn M.; Shalf, John M. (Comput. Sci. Eng., 2021)

Trigger-Based Incremental Data Processing with Unified Sync and Async Model. - Dai, Dong; Chen, Yong; Kimpe, Dries; Ross, Robert B. (IEEE Trans. Cloud Comput., 2021)

Neon: Low-Latency Streaming Pipelines for HPC. - Matri, Pierre; Ross, Robert B. (2021)

Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables. - Kang, Qiao; Breitenfeld, M. Scot; Hou, Kaiyuan; Liao, Wei-keng; Ross, Robert B.; Byna, Suren (2021)

SYMBIOMON: A High-Performance, Composable Monitoring Service. - Ramesh, Srinivasan; Ross, Robert B.; Dorier, Matthieu; Malony, Allen D.; Carns, Philip H.; Huck, Kevin A. (2021)

SYMBIOSYS: A Methodology for Performance Analysis of Composable HPC Data Services. - Ramesh, Srinivasan; Malony, Allen D.; Carns, Philip H.; Ross, Robert B.; Dorier, Matthieu; Soumagne, Jérome; Snyder, Shane (2021)

I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis. - Bez, Jean Luca; Tang, Houjun; Xie, Bing; Williams-Young, David B.; Latham, Robert; Ross, Robert B.; Oral, Sarp; Byna, Suren (2021)

Exploration of Congestion Control Techniques on Dragonfly-class HPC Networks Through Simulation. - McGlohon, Neil; Carothers, Christopher D.; Hemmert, K. Scott; Levenhagen, Michael J.; Brown, Kevin A.; Chunduri, Sudheer; Ross, Robert B. (2021)

A Tunable Implementation of Quality-of-Service Classes for HPC Networks. - Brown, Kevin A.; McGlohon, Neil; Chunduri, Sudheer; Borch, Eric; Ross, Robert B.; Carothers, Christopher D.; Harms, Kevin (2021)

Advancing RPC for Data Services at Exascale. - Soumagne, Jérome; Carns, Philip H.; Ross, Robert B. (IEEE Data Eng. Bull., 2020)

Ad Hoc File Systems for High-Performance Computing. - Brinkmann, André; Mohror, Kathryn M.; Yu, Weikuan; Carns, Philip H.; Cortes, Toni; Klasky, Scott; Miranda, Alberto; Pfreundt, Franz-Josef; Ross, Robert B.; Vef, Marc-Andre (J. Comput. Sci. Technol., 2020)

Mochi: Composing Data Services for High-Performance Computing Environments. - Ross, Robert B.; Amvrosiadis, George; Carns, Philip H.; Cranor, Charles D.; Dorier, Matthieu; Harms, Kevin; Ganger, Greg; Gibson, Garth; Gutierrez, Samuel K.; Latham, Robert; Robey, Robert W.; Robinson, Dana; et al. (J. Comput. Sci. Technol., 2020)

Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. - Kang, Qiao; Lee, Sunwoo; Hou, Kaiyuan; Ross, Robert B.; Agrawal, Ankit; Choudhary, Alok N.; Liao, Wei-keng (IEEE Trans. Parallel Distributed Syst., 2020)

A Visual Analytics Framework for Reviewing Streaming Performance Data. - Kesavan, Suraj P.; Fujiwara, Takanori; Li, Jianping Kelvin; Ross, Caitlin; Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Ma, Kwan-Liu (2020)

Pufferscale: Rescaling HPC Data Services for High Energy Physics Applications. - Cheriere, Nathanaël; Dorier, Matthieu; Antoniu, Gabriel; Wild, Stefan M.; Leyffer, Sven; Ross, Robert B. (2020)

Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems. - Patel, Tirthak; Byna, Suren; Lockwood, Glenn K.; Wright, Nicholas J.; Carns, Philip H.; Ross, Robert B.; Tiwari, Devesh (2020)

Union: An Automatic Workload Manager for Accelerating Network Simulation. - Wang, Xin; Mubarak, Misbah; Kang, Yao; Ross, Robert B.; Lan, Zhiling (2020)

Evaluation of Link Failure Resilience in Multirail Dragonfly-Class Networks through Simulation. - McGlohon, Neil; Ross, Robert B.; Carothers, Christopher D. (2020)

Toward Generalizable Models of I/O Throughput. - Isakov, Mihailo; Rosario, Eliakin Del; Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Ross, Robert B.; Kinsy, Michel A. (2020)

Keeping It Real: Why HPC Data Services Don't Achieve I/O Microbenchmark Performance. - Carns, Philip H.; Harms, Kevin; Settlemyer, Bradley W.; Atkinson, Brian; Ross, Robert B. (2020)

Improving all-to-many personalized communication in two-phase I/O. - Kang, Qiao; Ross, Robert B.; Latham, Robert; Lee, Sunwoo; Agrawal, Ankit; Choudhary, Alok N.; Liao, Wei-keng (2020)

Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis. - Rosario, Eliakin Del; Currier, Mikaela; Isakov, Mihailo; Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Ross, Robert B.; Harms, Kevin; Snyder, Shane; Kinsy, Michel A. (2020)

HPC I/O throughput bottleneck analysis with explainable local models. - Isakov, Mihailo; Rosario, Eliakin Del; Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Ross, Robert B.; Kinsy, Michel A. (2020)

A Visual Analytics Framework for Reviewing Streaming Performance Data. - Kesavan, Suraj P.; Fujiwara, Takanori; Li, Jianping Kelvin; Ross, Caitlin; Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Ma, Kwan-Liu (CoRR, 2020)

MPI jobs within MPI jobs: A practical way of enabling task-level fault-tolerance in HPC workflows. - Wozniak, Justin M.; Dorier, Matthieu; Ross, Robert B.; Shu, Tong; Kurç, Tahsin M.; Tang, Li; Podhorszki, Norbert; Wolf, Matthew (Future Gener. Comput. Syst., 2019)

Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model. - Dai, Dong; Chen, Yong; Carns, Philip H.; Jenkins, John; Zhang, Wei; Ross, Robert B. (IEEE Trans. Parallel Distributed Syst., 2019)

Adaptive Learning for Concept Drift in Application Performance Modeling. - Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Latham, Robert; Lockwood, Glenn K.; Ross, Robert B.; Snyder, Shane; Wild, Stefan M. (2019)

Using Scientific Visualization Techniques to Visualize Parallel Network Simulations. - Ross, Caitlin J.; Wolfe, Noah; Plagge, Mark; Carothers, Christopher D.; Mubarak, Misbah; Ross, Robert B. (2019)

The challenges of elastic in situ analysis and visualization. - Dorier, Matthieu; Yildiz, Orcun; Peterka, Tom; Ross, Robert B. (2019)

Evaluating Quality of Service Traffic Classes on the Megafly Network. - Mubarak, Misbah; McGlohon, Neil; Musleh, Malek; Borch, Eric; Ross, Robert B.; Huggahalli, Ram; Chunduri, Sudheer; Parker, Scott; Carothers, Christopher D.; Kumaran, Kalyan (2019)

Improving MPI Collective I/O Performance With Intra-node Request Aggregation. - Kang, Qiao; Lee, Sunwoo; Hou, Kaiyuan; Ross, Robert B.; Agrawal, Ankit; Choudhary, Alok N.; Liao, Wei-keng (CoRR, 2019)

Modeling Large-Scale Slim Fly Networks Using Parallel Discrete-Event Simulation. - Wolfe, Noah; Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Carns, Philip H. (ACM Trans. Model. Comput. Simul., 2018)

Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. - Gunawi, Haryadi S.; Suminto, Riza O.; Sears, Russell; Golliher, Casey; Sundararaman, Swaminathan; Lin, Xing; Emami, Tim; Sheng, Weiguang; Bidokhti, Nematollah; McCaffrey, Caitie; Srinivasan, Deepthi; Panda, Biswaranjan; et al. (ACM Trans. Storage, 2018)

A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems. - Fujiwara, Takanori; Li, Jianping Kelvin; Mubarak, Misbah; Ross, Caitlin; Carothers, Christopher D.; Ross, Robert B.; Ma, Kwan-Liu (Vis. Informatics, 2018)

Modeling I/O Performance Variability Using Conditional Variational Autoencoders. - Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Latham, Robert; Ross, Robert B.; Snyder, Shane; Wild, Stefan M. (2018)

Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. - Gunawi, Haryadi S.; Suminto, Riza O.; Sears, Russell; Golliher, Casey; Sundararaman, Swaminathan; Lin, Xing; Emami, Tim; Sheng, Weiguang; Bidokhti, Nematollah; McCaffrey, Caitie; Grider, Gary; Fields, Parks M.; et al. (2018)

SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. - Matri, Pierre; Carns, Philip H.; Ross, Robert B.; Costan, Alexandru; Pérez, María S.; Antoniu, Gabriel (2018)

Trade-Off Study of Localizing Communication and Balancing Network Traffic on a Dragonfly System. - Wang, Xin; Mubarak, Misbah; Yang, Xu; Ross, Robert B.; Lan, Zhiling (2018)

Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. - Hou, Kaiyuan; Al-Bahrani, Reda; Rangel, Esteban; Agrawal, Ankit; Latham, Robert; Ross, Robert B.; Choudhary, Alok N.; Liao, Wei-keng (2018)

Methodology for the Rapid Development of Scalable HPC Data Services. - Dorier, Matthieu; Carns, Philip H.; Harms, Kevin; Latham, Robert; Ross, Robert B.; Snyder, Shane; Wozniak, Justin M.; Gutierrez, Samuel K.; Robey, Robert W.; Settlemyer, Brad; Shipman, Galen M.; Soumagne, Jérome; et al. (2018)

Evaluating the Impact of Spiking Neural Network Traffic on Extreme-Scale Hybrid Systems. - Wolfe, Noah; Plagge, Mark; Carothers, Christopher D.; Mubarak, Misbah; Ross, Robert B. (2018)

Machine Learning Based Parallel I/O Predictive Modeling: A Case Study on Lustre File Systems. - Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Latham, Robert; Ross, Robert B.; Snyder, Shane; Wild, Stefan M. (2018)

Leveraging Shared Memory in the Ross Time Warp Simulator for Complex Network simulations. - Ross, Caitlin J.; Carothers, Christopher D.; Mubarak, Misbah; Ross, Robert B.; Li, Jianping Kelvin; Ma, Kwan-Liu (2018)

A Software-Defined Approach for QoS Control in High-Performance Computing Storage Systems. - Tavakoli, Neda; Dai, Dong; Jenkins, John; Carns, Philip H.; Ross, Robert B.; Chen, Yong (CoRR, 2018)

A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge. - Dai, Dong; Ross, Robert B.; Khaldi, Dounia; Yan, Yonghong; Dorier, Matthieu; Tavakoli, Neda; Chen, Yong (CoRR, 2018)

Making the case for reforming the I/O software stack of extreme-scale systems. - Isaila, Florin; García, Javier; Carretero, Jesús; Ross, Robert B.; Kimpe, Dries (Adv. Eng. Softw., 2017)

Experimental evaluation of a flexible I/O architecture for accelerating workflow engines in ultrascale environments. - Duro, Francisco Rodrigo; Blas, Francisco Javier García; Isaila, Florin; Carretero, Jesús; Wozniak, Justin M.; Ross, Robert B. (Parallel Comput., 2017)

Enabling Parallel Simulation of Large-Scale HPC Network Systems. - Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Carns, Philip H. (IEEE Trans. Parallel Distributed Syst., 2017)

Lightweight Provenance Service for High-Performance Computing. - Dai, Dong; Chen, Yong; Carns, Philip H.; Jenkins, John; Ross, Robert B. (2017)

Preliminary Performance Analysis of Multi-rail Fat-tree Networks. - Wolfe, Noah; Mubarak, Misbah; Jain, Nikhil; Domke, Jens; Bhatele, Abhinav; Carothers, Christopher D.; Ross, Robert B. (2017)

Visual Analytics Techniques for Exploring the Design Space of Large-Scale High-Radix Networks. - Li, Jianping Kelvin; Mubarak, Misbah; Ross, Robert B.; Carothers, Christopher D.; Ma, Kwan-Liu (2017)

Quantifying I/O and Communication Traffic Interference on Dragonfly Networks Equipped with Burst Buffers. - Mubarak, Misbah; Carns, Philip H.; Jenkins, Jonathan; Li, Jianping Kelvin; Jain, Nikhil; Snyder, Shane; Ross, Robert B.; Carothers, Christopher D.; Bhatele, Abhinav; Ma, Kwan-Liu (2017)

A Preliminary Study of Intra-Application Interference on Dragonfly Network. - Wang, Xin; Yang, Xu; Mubarak, Misbah; Ross, Robert B.; Lan, Zhiling (2017)

ScalaIOExtrap: Elastic I/O Tracing and Extrapolation. - Luo, Xiaoqing; Mueller, Frank; Carns, Philip H.; Jenkins, Jonathan; Latham, Robert; Ross, Robert B.; Snyder, Shane (2017)

A Case Study in Computational Caching Microservices for HPC. - Jenkins, John; Shipman, Galen M.; Mohd-Yusof, Jamaludin; Barros, Kipton; Carns, Philip H.; Ross, Robert B. (2017)

Analysis and Correlation of Application I/O Performance and System-Wide I/O Activity. - Madireddy, Sandeep; Balaprakash, Prasanna; Carns, Philip H.; Latham, Robert; Ross, Robert B.; Snyder, Shane; Wild, Stefan M. (2017)

Supporting task-level fault-tolerance in HPC workflows by launching MPI jobs inside MPI jobs. - Dorier, Matthieu; Wozniak, Justin M.; Ross, Robert B. (2017)

CoSS: proposing a contract-based storage system for HPC. - Dorier, Matthieu; Dreher, Matthieu; Peterka, Tom; Ross, Robert B. (2017)

Toward reliable validation of HPC network simulation models. - Mubarak, Misbah; Jain, Nikhil; Domke, Jens; Wolfe, Noah; Ross, Caitlin; Li, Jianping Kelvin; Bhatele, Abhinav; Carothers, Christopher D.; Ma, Kwan-Liu; Ross, Robert B. (2017)

An asynchronous traversal engine for graph-based rich metadata management. - Dai, Dong; Carns, Philip H.; Ross, Robert B.; Jenkins, John; Muirhead, Nicholas; Chen, Yong (Parallel Comput., 2016)

Towards Exploring Data-Intensive Scientific Applications at Extreme Scales through Systems and Simulations. - Zhao, Dongfang; Liu, Ning; Kimpe, Dries; Ross, Robert B.; Sun, Xian-He; Raicu, Ioan (IEEE Trans. Parallel Distributed Syst., 2016)

Using Formal Grammars to Predict I/O Behaviors in HPC: The Omnisc'IO Approach. - Dorier, Matthieu; Ibrahim, Shadi; Antoniu, Gabriel; Ross, Robert B. (IEEE Trans. Parallel Distributed Syst., 2016)

Flexible Data-Aware Scheduling for Workflows over an In-memory Object Store. - Duro, Francisco Rodrigo; Blas, Javier García; Isaila, Florin; Wozniak, Justin M.; Carretero, Jesús; Ross, Robert B. (2016)

CLARISSE: A Middleware for Data-Staging Coordination and Control on Large-Scale HPC Platforms. - Isaila, Florin; Carretero, Jesús; Ross, Robert B. (2016)

Evaluation of Topology-Aware Broadcast Algorithms for Dragonfly Networks. - Dorier, Matthieu; Mubarak, Misbah; Ross, Robert B.; Li, Jianping Kelvin; Carothers, Christopher D.; Ma, Kwan-Liu (2016)

GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata. - Dai, Dong; Chen, Yong; Carns, Philip H.; Jenkins, John; Zhang, Wei; Ross, Robert B. (2016)

Leveraging burst buffer coordination to prevent I/O interference. - Kougkas, Anthony; Dorier, Matthieu; Latham, Robert; Ross, Robert B.; Sun, Xian-He (2016)

Study of Intra- and Interjob Interference on Torus Networks. - Yang, Xu; Jenkins, John; Mubarak, Misbah; Wang, Xin; Ross, Robert B.; Lan, Zhiling (2016)

On the Root Causes of Cross-Application I/O Interference in HPC Storage Systems. - Yildiz, Orcun; Dorier, Matthieu; Ibrahim, Shadi; Ross, Robert B.; Antoniu, Gabriel (2016)

Impact of data placement on resilience in large-scale object storage systems. - Carns, Philip H.; Harms, Kevin; Jenkins, John; Mubarak, Misbah; Ross, Robert B.; Carothers, Christopher D. (2016)

Enabling NVM for Data-Intensive Scientific Services. - Carns, Philip H.; Jenkins, John; Cranor, Charles D.; Atchley, Scott; Seo, Sangmin; Snyder, Shane; Ross, Robert B. (2016)

Modeling a Million-Node Slim Fly Network Using Parallel Discrete-Event Simulation. - Wolfe, Noah; Carothers, Christopher D.; Mubarak, Misbah; Ross, Robert B.; Carns, Philip H. (2016)

A Case Study in Using Discrete-Event Simulation to Improve the Scalability of MG-RAST. - Ross, Caitlin; Mubarak, Misbah; Jenkins, John; Carns, Philip H.; Carothers, Christopher D.; Ross, Robert B.; Tang, Wei; Gerlach, Wolfgang; Meyer, Folker (2016)

Modular HPC I/O Characterization with Darshan. - Snyder, Shane; Carns, Philip H.; Harms, Kevin; Ross, Robert B.; Lockwood, Glenn K.; Wright, Nicholas J. (2016)

Get out of the Way! Applying Compression to Internal Data Structures. - Latham, Robert; Dorier, Matthieu; Ross, Robert B. (2016)

Visual Data-Analytics of Large-Scale Parallel Discrete-Event Simulations. - Ross, Caitlin; Carothers, Christopher D.; Mubarak, Misbah; Carns, Philip H.; Ross, Robert B.; Li, Jianping Kelvin; Ma, Kwan-Liu (2016)

Watch out for the bully!: job interference study on dragonfly network. - Yang, Xu; Jenkins, John; Mubarak, Misbah; Ross, Robert B.; Lan, Zhiling (2016)

YARNsim: Simulating Hadoop YARN. - Liu, Ning; Yang, Xi; Sun, Xian-He; Jenkins, Jonathan; Ross, Robert B. (2015)

Collective I/O Tuning Using Analytical and Machine Learning Models. - Isaila, Florin; Balaprakash, Prasanna; Wild, Stefan M.; Kimpe, Dries; Latham, Robert; Ross, Robert B.; Hovland, Paul D. (2015)

GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management. - Dai, Dong; Carns, Philip H.; Ross, Robert B.; Jenkins, John; Blauer, Kyle; Chen, Yong (2015)

Distributing the Data Plane for Remote Storage Access. - Hoefler, Torsten; Ross, Robert B.; Roscoe, Timothy (2015)

A Multiplatform Study of I/O Behavior on Petascale Supercomputers. - Luu, Huong; Winslett, Marianne; Gropp, William; Ross, Robert B.; Carns, Philip H.; Harms, Kevin; Prabhat; Byna, Surendra; Yao, Yushu (2015)

HPC I/O trace extrapolation. - Luo, Xiaoqing; Mueller, Frank; Carns, Philip H.; Jenkins, John; Latham, Robert; Ross, Robert B.; Snyder, Shane (2015)

Techniques for modeling large-scale HPC I/O workloads. - Snyder, Shane; Carns, Philip H.; Latham, Robert; Mubarak, Misbah; Ross, Robert B.; Carothers, Christopher D.; Behzad, Babak; Luu, Huong Vu Thanh; Byna, Surendra; Prabhat (2015)

Time warp state restoration via delta encoding. - LaPre, Justin M.; Gonsiorowski, Elsa J.; Carothers, Christopher D.; Jenkins, John; Carns, Philip H.; Ross, Robert B. (2015)

Challenges and Considerations for Utilizing Burst Buffers in High-Performance Computing. - Romanus, Melissa; Ross, Robert B.; Parashar, Manish (CoRR, 2015)

A Remote Procedure Call Approach for Extreme-scale Services. - Soumagne, Jérome; Carns, Philip H.; Kimpe, Dries; Koziol, Quincey; Ross, Robert B. (CoRR, 2015)

Optimizing I/O forwarding techniques for extreme-scale event tracing. - Ilsche, Thomas; Schuchart, Joseph; Cope, Jason; Kimpe, Dries; Jones, Terry R.; Knüpfer, Andreas; Iskra, Kamil; Ross, Robert B.; Nagel, Wolfgang E.; Poole, Stephen (Clust. Comput., 2014)

Extreme-scale computing services over MPI: Experiences, observations and features proposal for next-generation message passing interface. - Zounmevo, Judicael A.; Kimpe, Dries; Ross, Robert B.; Afsahi, Ahmad (Int. J. High Perform. Comput. Appl., 2014)

FusionFS: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systems. - Zhao, Dongfang; Zhang, Zhao; Zhou, Xiaobing; Li, Tonglin; Wang, Ke; Kimpe, Dries; Carns, Philip H.; Ross, Robert B.; Raicu, Ioan (2014)

Provenance-based object storage prediction scheme for scientific big data applications. - Dai, Dong; Chen, Yong; Kimpe, Dries; Ross, Robert B. (2014)

Provenance-Based Prediction Scheme for Object Storage System in HPC. - Dai, Dong; Chen, Yong; Kimpe, Dries; Ross, Robert B. (2014)

Data-Aware Resource Scheduling for Multicloud Workflows: A Fine-Grained Simulation Approach. - Tang, Wei; Jenkins, Jonathan; Meyer, Folker; Ross, Robert B.; Kettimuthu, Rajkumar; Winkler, Linda; Yang, Xi; Lehman, Thomas; Desai, Narayan (2014)

Domino: an incremental computing framework in cloud with eventual synchronization. - Dai, Dong; Chen, Yong; Kimpe, Dries; Ross, Robert B.; Zhou, Xuehai (2014)

CALCioM: Mitigating I/O Interference in HPC Systems through Cross-Application Coordination. - Dorier, Matthieu; Antoniu, Gabriel; Ross, Robert B.; Kimpe, Dries; Ibrahim, Shadi (2014)

A case study in using massively parallel simulation for extreme-scale torus network codesign. - Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Carns, Philip H. (2014)

Using property graphs for rich metadata management in HPC systems. - Dai, Dong; Ross, Robert B.; Carns, Philip H.; Kimpe, Dries; Chen, Yong (2014)

A Case for Epidemic Fault Detection and Group Membership in HPC Storage Systems. - Snyder, Shane; Carns, Philip H.; Jenkins, Jonathan; Harms, Kevin; Ross, Robert B.; Mubarak, Misbah; Carothers, Christopher D. (2014)

Omnisc'IO: A Grammar-Based Approach to Spatial and Temporal I/O Patterns Prediction. - Dorier, Matthieu; Ibrahim, Shadi; Antoniu, Gabriel; Ross, Robert B. (2014)

Two-Choice Randomized Dynamic I/O Scheduler for Object Storage Systems. - Dai, Dong; Chen, Yong; Kimpe, Dries; Ross, Robert B. (2014)

RADAR: Runtime Asymmetric Data-Access Driven Scientific Data Replication. - Jenkins, John; Zou, Xiaocheng; Tang, Houjun; Kimpe, Dries; Ross, Robert B.; Samatova, Nagiza F. (2014)

Using massively parallel simulation for MPI collective communication modeling in extreme-scale networks. - Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Carns, Philip H. (2014)

ISABELA for effective in situ compression of scientific data. - Lakshminarasimhan, Sriram; Shah, Neil; Ethier, Stéphane; Ku, Seung-Hoe; Chang, Choong-Seock; Klasky, Scott; Latham, Robert; Ross, Robert B.; Samatova, Nagiza F. (Concurr. Comput. Pract. Exp., 2013)

ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying. - Jenkins, John; Arkatkar, Isha; Lakshminarasimhan, Sriram; Boyuka, David A., II; Schendel, Eric R.; Shah, Neil; Ethier, Stéphane; Chang, Choong-Seock; Chen, Jackie; Kolla, Hemanth; Klasky, Scott; Ross, Robert B.; et al. (Trans. Large Scale Data Knowl. Centered Syst., 2013)

Toward a unified object storage foundation for scalable storage systems. - Karakoyunlu, Cengiz; Kimpe, Dries; Carns, Philip H.; Harms, Kevin; Ross, Robert B.; Ward, Lee (2013)

Mercury: Enabling remote procedure call for high-performance computing. - Soumagne, Jérome; Kimpe, Dries; Zounmevo, Judicael A.; Chaarawi, Mohamad; Koziol, Quincey; Afsahi, Ahmad; Ross, Robert B. (2013)

A Visual Network Analysis Method for Large-Scale Parallel I/O Systems. - Sigovan, Carmen; Muelder, Chris; Ma, Kwan-Liu; Cope, Jason; Iskra, Kamil; Ross, Robert B. (2013)

Using MPI in high-performance computing services. - Zounmevo, Judicael A.; Kimpe, Dries; Ross, Robert B.; Afsahi, Ahmad (2013)

Characterization and modeling of PIDX parallel I/O for performance optimization. - Kumar, Sidharth; Saha, Avishek; Vishwanath, Venkatram; Carns, Philip H.; Schmidt, John A.; Scorzelli, Giorgio; Kolla, Hemanth; Grout, Ray W.; Latham, Robert; Ross, Robert B.; Papka, Michael E.; Chen, Jacqueline; et al. (2013)

The Top 10 Challenges in Extreme-Scale Visual Analytics. - Wong, Pak Chung; Shen, Han-Wei; Johnson, Christopher R.; Chen, Chaomei; Ross, Robert B. (IEEE Computer Graphics and Applications, 2012)

Model and simulation of exascale communication networks. - Liu, Ning; Carothers, Christopher D.; Cope, Jason; Carns, Philip H.; Ross, Robert B. (J. Simulation, 2012)

Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying. - Jenkins, John; Arkatkar, Isha; Lakshminarasimhan, Sriram; Shah, Neil; Schendel, Eric R.; Ethier, Stéphane; Chang, Choong-Seock; Chen, Jacqueline H.; Kolla, Hemanth; Klasky, Scott; Ross, Robert B.; Samatova, Nagiza F. (2012)

Enabling event tracing at leadership-class scale through I/O forwarding middleware. - Ilsche, Thomas; Schuchart, Joseph; Cope, Jason; Kimpe, Dries; Jones, Terry R.; Knüpfer, Andreas; Iskra, Kamil; Ross, Robert B.; Nagel, Wolfgang E.; Poole, Stephen (2012)

ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization. - Schendel, Eric R.; Pendse, Saurabh V.; Jenkins, John; Boyuka, David A., II; Gong, Zhenhuan; Lakshminarasimhan, Sriram; Liu, Qing; Kolla, Hemanth; Chen, Jackie; Klasky, Scott; Ross, Robert B.; Samatova, Nagiza F. (2012)

ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression. - Schendel, Eric R.; Jin, Ye; Shah, Neil; Chen, Jackie; Chang, Choong-Seock; Ku, Seung-Hoe; Ethier, Stéphane; Klasky, Scott; Latham, Robert; Ross, Robert B.; Samatova, Nagiza F. (2012)

MLOC: Multi-level Layout Optimization Framework for Compressed Scientific Data Exploration with Heterogeneous Access Patterns. - Gong, Zhenhuan; Rogers, Terry; Jenkins, John; Kolla, Hemanth; Ethier, Stéphane; Chen, Jackie; Ross, Robert B.; Klasky, Scott; Samatova, Nagiza F. (2012)

Integrated in-system storage architecture for high performance computing. - Kimpe, Dries; Mohror, Kathryn M.; Moody, Adam; Essen, Brian Van; Gokhale, Maya B.; Ross, Robert B.; Supinski, Bronis R. de (2012)

The Parallel Computation of Morse-Smale Complexes. - Gyulassy, Attila; Pascucci, Valerio; Peterka, Tom; Ross, Robert B. (2012)

Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data. - Gong, Zhenhuan; Lakshminarasimhan, Sriram; Jenkins, John; Kolla, Hemanth; Ethier, Stéphane; Chen, Jackie; Ross, Robert B.; Klasky, Scott; Samatova, Nagiza F. (2012)

On the role of burst buffers in leadership-class storage systems. - Liu, Ning; Cope, Jason; Carns, Philip H.; Carothers, Christopher D.; Ross, Robert B.; Grider, Gary; Crume, Adam; Maltzahn, Carlos (2012)

AESOP: Expressing Concurrency in High-Performance System Software. - Kimpe, Dries; Carns, Philip H.; Harms, Kevin; Wozniak, Justin M.; Lang, Samuel; Ross, Robert B. (2012)

Versatile Communication Algorithms for Data Analysis. - Peterka, Tom; Ross, Robert B. (2012)

An Evolutionary Path to Object Storage Access. - Goodell, David; Kim, Seong Jo; Latham, Robert; Kandemir, Mahmut T.; Ross, Robert B. (2012)

A Case for Optimistic Coordination in HPC Storage Systems. - Carns, Philip H.; Harms, Kevin; Kimpe, Dries; Ross, Robert B.; Wozniak, Justin M.; Ward, Lee; Curry, Matthew L.; Klundt, Ruth; Danielson, Geoff; Karakoyunlu, Cengiz; Chandy, John A.; Settlemeyer, Bradley; et al. (2012)

Byte-precision level of detail processing for variable precision analytics. - Jenkins, John; Schendel, Eric R.; Lakshminarasimhan, Sriram; Boyuka, David A., II; Rogers, Terry; Ethier, Stéphane; Ross, Robert B.; Klasky, Scott; Samatova, Nagiza F. (2012)

Efficient data restructuring and aggregation for I/O acceleration in PIDX. - Kumar, Sidharth; Vishwanath, Venkatram; Carns, Philip H.; Levine, Joshua A.; Latham, Robert; Scorzelli, Giorgio; Kolla, Hemanth; Grout, Ray W.; Ross, Robert B.; Papka, Michael E.; Chen, Jacqueline; Pascucci, Valerio (2012)

Modeling a Million-Node Dragonfly Network Using Massively Parallel Discrete-Event Simulation. - Mubarak, Misbah; Carothers, Christopher D.; Ross, Robert B.; Carns, Philip H. (2012)

Abstract: Bringing Task and Data Parallelism to Analysis of Climate Model Output. - Jacob, Robert L.; Krishna, Jayesh; Xu, Xiabing; Mickelson, Sheri A.; Tautges, Tim; Wilde, Mike; Latham, Robert; Foster, Ian T.; Ross, Robert B.; Hereld, Mark; Larson, Jay Walter; Bochev, Pavel B.; et al. (2012)

Poster: Bringing Task and Data Parallelism to Analysis of Climate Model Output. - Jacob, Robert L.; Krishna, Jayesh; Xu, Xiabing; Mickelson, Sheri A.; Tautges, Tim; Wilde, Mike; Latham, Robert; Foster, Ian T.; Ross, Robert B.; Hereld, Mark; Larson, Jay Walter; Bochev, Pavel B.; et al. (2012)

Toward a General I/O Layer for Parallel-Visualization Applications. - Kendall, Wesley; Huang, Jian; Peterka, Tom; Latham, Robert; Ross, Robert B. (IEEE Computer Graphics and Applications, 2011)

Data-Intensive Science in the US DOE: Case Studies and Future Challenges. - Ahrens, James P.; Hendrickson, Bruce; Long, Gabrielle; Miller, Steve; Ross, Robert B.; Williams, Dean N. (Comput. Sci. Eng., 2011)

Understanding and Improving Computational Science Storage Access through Continuous Characterization. - Carns, Philip H.; Harms, Kevin; Allcock, William E.; Bacon, Charles; Lang, Samuel; Latham, Robert; Ross, Robert B. (ACM Trans. Storage, 2011)

Design and Evaluation of Multiple-Level Data Staging for Blue Gene Systems. - Isaila, Florin; Blas, Javier García; Carretero, Jesús; Latham, Robert; Ross, Robert B. (IEEE Trans. Parallel Distributed Syst., 2011)

PIDX: Efficient Parallel I/O for Multi-resolution Multi-dimensional Scientific Datasets. - Kumar, Sidharth; Vishwanath, Venkatram; Carns, Philip H.; Summa, Brian; Scorzelli, Giorgio; Pascucci, Valerio; Ross, Robert B.; Chen, Jacqueline; Kolla, Hemanth; Grout, Ray W. (2011)

Improving I/O Forwarding Throughput with Data Compression. - Welton, Benjamin; Kimpe, Dries; Cope, Jason; Patrick, Christina M.; Iskra, Kamil; Ross, Robert B. (2011)

Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data. - Lakshminarasimhan, Sriram; Shah, Neil; Ethier, Stéphane; Klasky, Scott; Latham, Robert; Ross, Robert B.; Samatova, Nagiza F. (2011)

S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. - Jin, Ye; Lakshminarasimhan, Sriram; Shah, Neil; Gong, Zhenhuan; Chang, Choong-Seock; Chen, Jackie; Ethier, Stéphane; Kolla, Hemanth; Ku, Seung-Hoe; Klasky, Scott; Latham, Robert; Ross, Robert B.; et al. (2011)

A Study of Parallel Particle Tracing for Steady-State and Time-Varying Flow Fields. - Peterka, Tom; Ross, Robert B.; Nouanesengsy, Boonthanome; Lee, Teng-Yok; Shen, Han-Wei; Kendall, Wesley; Huang, Jian (2011)

Scalable parallel building blocks for custom data analysis. - Peterka, Tom; Ross, Robert B.; Kendall, Wesley; Gyulassy, Attila; Pascucci, Valerio; Shen, Han-Wei; Lee, Teng-Yok; Chaudhuri, Abon (2011)

Understanding and improving computational science storage access through continuous characterization. - Carns, Philip H.; Harms, Kevin; Allcock, William E.; Bacon, Charles; Lang, Samuel; Latham, Robert; Ross, Robert B. (2011)

Modeling a Leadership-Scale Storage System. - Liu, Ning; Carothers, Christopher D.; Cope, Jason; Carns, Philip H.; Ross, Robert B.; Crume, Adam; Maltzahn, Carlos (2011)

Portable and Scalable MPI Shared File Pointers. - Cope, Jason; Iskra, Kamil; Kimpe, Dries; Ross, Robert B. (2011)

Poster: FLAMBES: evolving fast performance models. - Crume, Adam; Maltzahn, Carlos; Cope, Jason; Lang, Sam; Ross, Robert B.; Carns, Philip H.; Carothers, Christopher D.; Liu, Ning; Janssen, Curtis L.; Bent, John; Eidenbenz, Stephan J.; McClelland, Meghan (2011)

ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data. - Lakshminarasimhan, Sriram; Jenkins, John; Arkatkar, Isha; Gong, Zhenhuan; Kolla, Hemanth; Ku, Seung-Hoe; Ethier, Stéphane; Chen, Jackie; Chang, Choong-Seock; Klasky, Scott; Latham, Robert; Ross, Robert B.; et al. (2011)

On the duality of data-intensive file system design: reconciling HDFS and PVFS. - Tantisiriroj, Wittawat; Son, Seung Woo; Patil, Swapnil; Lang, Samuel; Gibson, Garth; Ross, Robert B. (2011)

File Systems. - Ross, Robert B. (2011)

Optimization Techniques at the I/O Forwarding Layer. - Ohta, Kazuki; Kimpe, Dries; Cope, Jason; Iskra, Kamil; Ross, Robert B.; Ishikawa, Yutaka (2010)

Distributed object storage rebuild analysis via simulation with GOBS. - Wozniak, Justin M.; Son, Seung Woo; Ross, Robert B. (2010)

Accelerating and Benchmarking Radix-k Image Compositing at Large Scale. - Kendall, Wesley; Peterka, Tom; Huang, Jian; Shen, Han-Wei; Ross, Robert B. (2010)

Enabling active storage on parallel I/O software stacks. - Son, Seung Woo; Lang, Samuel; Carns, Philip H.; Ross, Robert B.; Thakur, Rajeev; Özisikyilmaz, Berkin; Kumar, Prabhat; Liao, Wei-keng; Choudhary, Alok N. (2010)

Bridging HPC and Grid File I/O with IOFSL. - Cope, Jason; Iskra, Kamil; Kimpe, Dries; Ross, Robert B. (2010)

MPI Datatype Marshalling: A Case Study in Datatype Equivalence. - Kimpe, Dries; Goodell, David; Ross, Robert B. (2010)

Accelerating I/O Forwarding in IBM Blue Gene/P Systems. - Vishwanath, Venkatram; Hereld, Mark; Iskra, Kamil; Kimpe, Dries; Morozov, Vitali A.; Papka, Michael E.; Ross, Robert B.; Yoshii, Kazutomo (2010)

Coordinating government funding of file system and I/O research through the high end computing university research activity. - Grider, Gary; Nunez, James; Bent, John; Poole, Steve; Ross, Robert B.; Felix, Evan (ACM SIGOPS Oper. Syst. Rev., 2009)

Latency Hiding File I/O for Blue Gene Systems. - Isaila, Florin; Blas, Javier García; Carretero, Jesús; Latham, Robert; Lang, Samuel; Ross, Robert B. (2009)

Scalable I/O forwarding framework for high-performance computing systems. - Ali, Nawab; Carns, Philip H.; Iskra, Kamil; Kimpe, Dries; Lang, Samuel; Latham, Robert; Ross, Robert B.; Ward, Lee; Sadayappan, P. (2009)

24/7 Characterization of petascale I/O workloads. - Carns, Philip H.; Latham, Robert; Ross, Robert B.; Iskra, Kamil; Lang, Samuel; Riley, Katherine (2009)

Combining I/O operations for multiple array variables in parallel netCDF. - Gao, Kui; Liao, Wei-keng; Choudhary, Alok N.; Ross, Robert B.; Latham, Robert (2009)

Interfaces for coordinated access in the file system. - Lang, Samuel; Latham, Robert; Ross, Robert B.; Kimpe, Dries (2009)

Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O. - Gao, Kui; Liao, Wei-keng; Nisar, Arifa; Choudhary, Alok N.; Ross, Robert B.; Latham, Robert (2009)

End-to-End Study of Parallel Volume Rendering on the IBM Blue Gene/P. - Peterka, Tom; Yu, Hongfeng; Ross, Robert B.; Ma, Kwan-Liu; Latham, Robert (2009)

Small-file access in parallel file systems. - Carns, Philip H.; Lang, Samuel; Ross, Robert B.; Vilayannur, Murali; Kunkel, Julian M.; Ludwig, Thomas (2009)

Processing MPI Datatypes Outside MPI. - Ross, Robert B.; Latham, Robert; Gropp, William; Lusk, Ewing L.; Thakur, Rajeev (2009)

Multiple-Level MPI File Write-Back and Prefetching for Blue Gene Systems. - Blas, Javier García; Isaila, Florin; Carretero, Jesús; Latham, Robert; Ross, Robert B. (2009)

Implementing Reliable Data Structures for MPI Services in High Component Count Systems. - Wozniak, Justin M.; Jacobs, Bryan; Latham, Robert; Lang, Samuel; Son, Seung Woo; Ross, Robert B. (2009)

Terascale data organization for discovering multivariate climatic trends. - Kendall, Wesley; Glatter, Markus; Huang, Jian; Peterka, Tom; Latham, Robert; Ross, Robert B. (2009)

I/O performance challenges at leadership scale. - Lang, Samuel; Carns, Philip H.; Latham, Robert; Ross, Robert B.; Harms, Kevin; Allcock, William E. (2009)

A configurable algorithm for parallel image-compositing applications. - Peterka, Tom; Goodell, David; Ross, Robert B.; Shen, Han-Wei; Thakur, Rajeev (2009)

Parallel Data Storage and Access. - Ross, Robert B.; Choudhary, Alok N.; Gibson, Garth A.; Liao, Wei-keng (2009)

Parallel Volume Rendering on the IBM Blue Gene/P. - Peterka, Tom; Yu, Hongfeng; Ross, Robert B.; Ma, Kwan-Liu (2008)

Self-consistent MPI-IO Performance Requirements and Expectations. - Gropp, William D.; Kimpe, Dries; Ross, Robert B.; Thakur, Rajeev; Träff, Jesper Larsson (2008)

Implementing MPI-IO Atomic Mode and Shared File Pointers Using MPI One-Sided Communication. - Latham, Robert; Ross, Robert B.; Thakur, Rajeev (Int. J. High Perform. Comput. Appl., 2007)

Extending the MPI-2 Generalized Request Interface. - Latham, Robert; Gropp, William; Ross, Robert B.; Thakur, Rajeev (2007)

Transparent Log-Based Data Storage in MPI-IO Applications. - Kimpe, Dries; Ross, Robert B.; Vandewalle, Stefan; Poedts, Stefaan (2007)

Noncontiguous locking techniques for parallel file systems. - Ching, Avery; Liao, Wei-keng; Choudhary, Alok N.; Ross, Robert B.; Ward, Lee (2007)

Discretionary Caching for I/O on Clusters. - Vilayannur, Murali; Sivasubramaniam, Anand; Kandemir, Mahmut T.; Thakur, Rajeev; Ross, Robert B. (Clust. Comput., 2006)

A New Flexible MPI Collective I/O Implementation. - Coloma, Kenin; Ching, Avery; Choudhary, Alok N.; Liao, Wei-keng; Ross, Robert B.; Thakur, Rajeev; Ward, Lee (2006)

High performance file I/O for the Blue Gene/L supercomputer. - Yu, Hao; Sahoo, Ramendra K.; Howson, C.; Almási, George; Castaños, José G.; Gupta, Manish; Moreira, José E.; Parker, Jeffrey J.; Engelsiepen, Thomas; Ross, Robert B.; Thakur, Rajeev; Latham, Robert; et al. (2006)

MPI-IO/L: efficient remote I/O for MPI-IO via logistical networking. - Lee, Jonghyun; Ross, Robert B.; Atchley, Scott; Beck, Micah; Thakur, Rajeev (2006)

High-Performance Parallel I/O. - Ross, Robert B.; Worringen, Joachim (2006)

Can MPI Be Used for Persistent Parallel Services? - Latham, Robert; Ross, Robert B.; Thakur, Rajeev (2006)

PVFS - PVFS: a parallel file system. - Ross, Robert B.; Latham, Robert (2006)

S01 - Advanced MPI: I/O and one-sided communication. - Gropp, William; Lusk, Ewing L.; Thakur, Rajeev; Ross, Robert B. (2006)

M02 - Parallel I/O in practice. - Ross, Robert B.; Thakur, Rajeev; Loewe, William; Latham, Robert (2006)

Aggregate operators in probabilistic databases. - Ross, Robert B.; Subrahmanian, V. S.; Grant, John (J. ACM, 2005)

Implementing MPI-IO atomic mode without file system support. - Ross, Robert B.; Latham, Robert; Gropp, William; Thakur, Rajeev; Toonen, Brian R. (2005)

BMI: A Network Abstraction Layer for Parallel I/O. - Carns, Philip H.; Ross, Robert B.; Ligon, Walter B., III; Wyckoff, Pete (2005)

Implementing MPI-IO Shared File Pointers Without File System Support. - Latham, Robert; Ross, Robert B.; Thakur, Rajeev; Toonen, Brian R. (2005)

Implementing Byte-Range Locks Using MPI One-Sided Communication. - Thakur, Rajeev; Ross, Robert B.; Latham, Robert (2005)

Evaluating structured I/O methods for parallel file systems. - Ching, Avery; Choudhary, Alok N.; Liao, Wei-keng; Ross, Robert B.; Gropp, William (Int. J. High Perform. Comput. Netw., 2004)

Unifier: unifying cache management and communication buffer management for PVFS over InfiniBand. - Wu, Jiesheng; Wyckoff, Pete; Panda, Dhabaleswar K.; Ross, Robert B. (2004)

RFS: efficient and flexible remote file access for MPI-IO. - Lee, Jonghyun; Ross, Robert B.; Thakur, Rajeev; Ma, Xiaosong; Winslett, Marianne (2004)

On the Performance of the POSIX I/O Interface to PVFS. - Vilayannur, Murali; Ross, Robert B.; Carns, Philip H.; Thakur, Rajeev; Sivasubramaniam, Anand; Kandemir, Mahmut T. (2004)

Providing Efficient I/O Redundancy in MPI Environments. - Gropp, William D.; Ross, Robert B.; Miller, Neill (2004)

The Impact of File Systems on MPI-IO Scalability. - Latham, Robert; Ross, Robert B.; Thakur, Rajeev (2004)

Discretionary Caching for I/O on Clusters. - Vilayannur, Murali; Sivasubramaniam, Anand; Kandemir, Mahmut T.; Thakur, Rajeev; Ross, Robert B. (2003)

Noncontiguous I/O Accesses Through MPI-IO. - Ching, Avery; Choudhary, Alok N.; Coloma, Kenin; Liao, Wei-keng; Ross, Robert B.; Gropp, William (2003)

Efficient Structured Data Access in Parallel File Systems. - Ching, Avery; Choudhary, Alok N.; Liao, Wei-keng; Ross, Robert B.; Gropp, William D. (2003)

Using MPI-2: Advanced Features of the Message Passing Interface. - Gropp, William D.; Lusk, Ewing L.; Ross, Robert B.; Thakur, Rajeev (2003)

Implementing Fast and Reusable Datatype Processing. - Ross, Robert B.; Miller, Neill; Gropp, William (2003)

Parallel netCDF: A High-Performance Scientific I/O Interface. - Li, Jianwei; Liao, Wei-keng; Choudhary, Alok N.; Ross, Robert B.; Thakur, Rajeev; Gropp, William; Latham, Robert; Siegel, Andrew R.; Gallagher, Brad; Zingale, Michael (2003)

Parallel netCDF: A Scientific High-Performance I/O Interface - Li, Jianwei; Liao, Wei-keng; Choudhary, Alok N.; Ross, Robert B.; Thakur, Rajeev; Gropp, William; Latham, Robert (CoRR, 2003)

Noncontiguous I/O through PVFS. - Ching, Avery; Choudhary, Alok N.; Liao, Wei-keng; Ross, Robert B.; Gropp, William (2002)

Probabilistic Aggregates. - Ross, Robert B.; Subrahmanian, V. S.; Grant, John (2002)

Noncontiguous I/O through PVFS - Ching, Avery; Choudhary, Alok N.; Liao, Wei-keng; Ross, Robert B.; Gropp, William (CoRR, 2002)

Probabilistic temporal databases, I: algebra. - Dekhtyar, Alex; Ross, Robert B.; Subrahmanian, V. S. (ACM Trans. Database Syst., 2001)

The Parallel Virtual File System for Commodity Clusters. - Ligon, Walter B., III; Ross, Robert B. (2001)

A case study in application I/O on Linux clusters. - Ross, Robert B.; Nurmi, Daniel; Cheng, Albert; Zingale, Michael (2001)

Heterogenous Active Agents - Subrahmanian, V. S.; Bonatti, Piero A.; Dix, Jürgen; Eiter, Thomas; Kraus, Sarit; Ozcan, Fatma; Ross, Robert B. (MIT Press, 2000)

IMPACT: A System for Building Agent Applications. - Rogers, Timothy J.; Ross, Robert B.; Subrahmanian, V. S. (J. Intell. Inf. Syst., 2000)

PVFS: A Parallel File System for Linux Clusters. - Carns, Philip H.; Ligon, Walter B., III; Ross, Robert B.; Thakur, Rajeev (2000)

Impact: a platform for collaborating agents. - Arisha, Khaled A.; Özcan, Fatma; Ross, Robert B.; Subrahmanian, V. S.; Eiter, Thomas; Kraus, Sarit (IEEE Intell. Syst., 1999)

IMPACT: The Interactive Maryland Platform for Agents Collaborating Together. - Arisha, Khaled A.; Kraus, Sarit; Ozcan, Fatma; Ross, Robert B.; Subrahmanian, V. S. (1998)

ProbView: A Flexible Probabilistic Database System. - Lakshmanan, Laks V. S.; Leone, Nicola; Ross, Robert B.; Subrahmanian, V. S. (ACM Trans. Database Syst., 1997)

Implementation and Performance of a Parallel File System for High Performance Distributed Applications. - Ligon, Walter B., III; Ross, Robert B. (1996)