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- affiliation: Argonne National Laboratory, Lemont, Illinois, USA
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2020 – today
- 2024
[c181]Matthieu Dorier, Philip H. Carns, Robert B. Ross, Shane Snyder, Robert Latham, Amal Gueroudji
, George Amvrosiadis, Chuck Cranor, Jérome Soumagne:
Extending the Mochi Methodology to Enable Dynamic HPC Data Services. IPDPS (Workshops) 2024: 414-422- [c180]Xiongxiao Xu, Kevin A. Brown, Tanwi Mallick, Xin Wang, Elkin Cruz-Camacho, Robert B. Ross, Christopher D. Carothers, Zhiling Lan, Kai Shu:
Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features. SIGSIM-PADS 2024: 93-97 - [i14]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:
WildfireGPT: Tailored Large Language Model for Wildfire Analysis. CoRR abs/2402.07877 (2024) - [i13]Xin Wang, Misbah Mubarak, Yao Kang, Robert B. Ross, Zhiling Lan:
Union: An Automatic Workload Manager for Accelerating Network Simulation. CoRR abs/2403.17036 (2024) - 2023
- [j39]Philip H. Carns, Matthieu Dorier, Robert Latham, Robert B. Ross, Shane Snyder, Jérome Soumagne:
Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management. Comput. Sci. Eng. 25(4): 35-41 (2023) - [j38]Matthieu Dorier, Zhe Wang, Srinivasan Ramesh, Utkarsh Ayachit, Shane Snyder, Robert B. Ross, Manish Parashar:
Towards elastic in situ analysis for high-performance computing simulations. J. Parallel Distributed Comput. 177: 106-116 (2023) - [c179]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:
Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP. e-Science 2023: 1-7 - [c178]Sajid Ali, Steven Calvez, Philip H. Carns, Matthieu Dorier, Pengfei Ding, James Kowalkowski, Robert Latham, Andrew Norman, Marc F. Paterno, Robert B. Ross, Saba Sehrish, Shane Snyder, Jérome Soumagne:
HEPnOS: a Specialized Data Service for High Energy Physics Analysis. IPDPS Workshops 2023: 637-646 - [c177]Elkin Cruz-Camacho, Kevin A. Brown, Xin Wang, Xiongxiao Xu, Kai Shu, Zhiling Lan, Robert B. Ross, Christopher D. Carothers:
Hybrid PDES Simulation of HPC Networks Using Zombie Packets. SIGSIM-PADS 2023: 128-132 - [c176]Xiongxiao Xu, Xin Wang, Elkin Cruz-Camacho, Christopher D. Carothers, Kevin A. Brown, Robert B. Ross, Zhiling Lan, Kai Shu:
Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation. SIGSIM-PADS 2023: 133-137 - [c175]Zanhua Huang, Kaiyuan Hou, Ankit Agrawal, Alok N. Choudhary, Robert B. Ross, Wei-Keng Liao:
I/O in WRF: A Case Study in Modern Parallel I/O Techniques. SC 2023: 94:1-94:13 - [c174]Amal Gueroudji, Julien Bigot, Bruno Raffin, Robert B. Ross:
Dask-Extended External Tasks for HPC/ML In transit Workflows. SC Workshops 2023: 830-838 - [i12]Ray A. O. Sinurat, Anurag Reddy Daram, Haryadi S. Gunawi, Robert B. Ross, Sandeep Madireddy:
Towards Continually Learning Application Performance Models. CoRR abs/2310.16996 (2023) - 2022
- [j37]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:
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. Parallel Comput. 110: 102877 (2022) - [c173]Matthieu Dorier, Romain Egele, Prasanna Balaprakash, Jaehoon Koo, Sandeep Madireddy, Srinivasan Ramesh, Allen D. Malony, Robert B. Ross:
HPC Storage Service Autotuning Using Variational- Autoencoder -Guided Asynchronous Bayesian Optimization. CLUSTER 2022: 381-393 - [c172]Matthieu Dorier, Zhe Wang, Utkarsh Ayachit, Shane Snyder, Robert B. Ross, Manish Parashar:
Colza: Enabling Elastic In Situ Visualization for High-performance Computing Simulations. IPDPS 2022: 538-548 - [c171]Robert B. Ross:
ESSA 2022 Keynote Speaker: Keep Your Composure: HPC, Data Services, and the Mochi Project. IPDPS Workshops 2022: 1100 - [c170]Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy:
A Taxonomy of Error Sources in HPC I/O Machine Learning Models. SC 2022: 16:1-16:14 - [c169]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:
Novel Proposals for FAIR, Automated, Recommendable, and Robust Workflows. WORKS@SC 2022: 84-92 - [i11]Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy:
A Taxonomy of Error Sources in HPC I/O Machine Learning Models. CoRR abs/2204.08180 (2022) - [i10]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:
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. CoRR abs/2205.01168 (2022) - [i9]Matthieu Dorier, Romain Egele, Prasanna Balaprakash, Jaehoon Koo, Sandeep Madireddy, Srinivasan Ramesh, Allen D. Malony, Robert B. Ross:
HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization. CoRR abs/2210.00798 (2022) - 2021
- [j36]Bradley W. Settlemyer, George Amvrosiadis, Philip H. Carns, Robert B. Ross, Kathryn M. Mohror, John M. Shalf:
It's Time to Talk About HPC Storage: Perspectives on the Past and Future. Comput. Sci. Eng. 23(6): 63-68 (2021) - [j35]Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross:
Trigger-Based Incremental Data Processing with Unified Sync and Async Model. IEEE Trans. Cloud Comput. 9(1): 372-385 (2021) - [c168]Pierre Matri, Robert B. Ross:
Neon: Low-Latency Streaming Pipelines for HPC. CLOUD 2021: 698-707 - [c167]Qiao Kang, M. Scot Breitenfeld, Kaiyuan Hou, Wei-keng Liao, Robert B. Ross, Suren Byna:
Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables. IEEE BigData 2021: 98-108 - [c166]Srinivasan Ramesh, Robert B. Ross, Matthieu Dorier, Allen D. Malony, Philip H. Carns, Kevin A. Huck:
SYMBIOMON: A High-Performance, Composable Monitoring Service. HiPC 2021: 332-342 - [c165]Srinivasan Ramesh, Allen D. Malony, Philip H. Carns, Robert B. Ross, Matthieu Dorier, Jérome Soumagne, Shane Snyder:
SYMBIOSYS: A Methodology for Performance Analysis of Composable HPC Data Services. IPDPS 2021: 35-45 - [c164]Jean Luca Bez, Houjun Tang, Bing Xie, David B. Williams-Young, Robert Latham, Robert B. Ross, Sarp Oral, Suren Byna:
I/O Bottleneck Detection and Tuning: Connecting the Dots using Interactive Log Analysis. PDSW@SC 2021: 15-22 - [c163]Neil McGlohon, Christopher D. Carothers, K. Scott Hemmert, Michael J. Levenhagen, Kevin A. Brown, Sudheer Chunduri, Robert B. Ross:
Exploration of Congestion Control Techniques on Dragonfly-class HPC Networks Through Simulation. PMBS 2021: 40-50 - [c162]Kevin A. Brown, Neil McGlohon, Sudheer Chunduri, Eric Borch, Robert B. Ross, Christopher D. Carothers, Kevin Harms:
A Tunable Implementation of Quality-of-Service Classes for HPC Networks. ISC 2021: 137-156 - 2020
- [j34]Jérome Soumagne, Philip H. Carns, Robert B. Ross:
Advancing RPC for Data Services at Exascale. IEEE Data Eng. Bull. 43(1): 23-34 (2020) - [j33]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:
Ad Hoc File Systems for High-Performance Computing. J. Comput. Sci. Technol. 35(1): 4-26 (2020) - [j32]Robert B. Ross, George Amvrosiadis, Philip H. Carns, Charles D. Cranor, Matthieu Dorier, Kevin Harms, Greg Ganger, Garth Gibson, Samuel K. Gutierrez, Robert Latham, Robert W. Robey, Dana Robinson, Bradley W. Settlemyer, Galen M. Shipman, Shane Snyder, Jérome Soumagne, Qing Zheng:
Mochi: Composing Data Services for High-Performance Computing Environments. J. Comput. Sci. Technol. 35(1): 121-144 (2020) - [j31]Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. IEEE Trans. Parallel Distributed Syst. 31(11): 2682-2695 (2020) - [c161]Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Streaming Performance Data. PacificVis 2020: 206-215 - [c160]Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu, Stefan M. Wild, Sven Leyffer, Robert B. Ross:
Pufferscale: Rescaling HPC Data Services for High Energy Physics Applications. CCGRID 2020: 182-191 - [c159]Tirthak Patel, Suren Byna, Glenn K. Lockwood, Nicholas J. Wright, Philip H. Carns, Robert B. Ross, Devesh Tiwari:
Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems. FAST 2020: 91-101 - [c158]Xin Wang, Misbah Mubarak, Yao Kang, Robert B. Ross, Zhiling Lan:
Union: An Automatic Workload Manager for Accelerating Network Simulation. IPDPS 2020: 821-830 - [c157]Neil McGlohon, Robert B. Ross, Christopher D. Carothers:
Evaluation of Link Failure Resilience in Multirail Dragonfly-Class Networks through Simulation. SIGSIM-PADS 2020: 105-116 - [c156]Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy:
Toward Generalizable Models of I/O Throughput. ROSS@SC 2020: 41-49 - [c155]Philip H. Carns, Kevin Harms, Bradley W. Settlemyer, Brian Atkinson, Robert B. Ross:
Keeping It Real: Why HPC Data Services Don't Achieve I/O Microbenchmark Performance. PDSW@SC 2020: 1-6 - [c154]Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving all-to-many personalized communication in two-phase I/O. SC 2020: 10 - [c153]Eliakin Del Rosario, Mikaela Currier, Mihailo Isakov, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Kevin Harms, Shane Snyder, Michel A. Kinsy:
Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis. PDSW@SC 2020: 15-21 - [c152]Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy:
HPC I/O throughput bottleneck analysis with explainable local models. SC 2020: 33 - [i8]Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Streaming Performance Data. CoRR abs/2001.09399 (2020)
2010 – 2019
- 2019
- [j30]Justin M. Wozniak, Matthieu Dorier, Robert B. Ross, Tong Shu, Tahsin M. Kurç, Li Tang, Norbert Podhorszki, Matthew Wolf:
MPI jobs within MPI jobs: A practical way of enabling task-level fault-tolerance in HPC workflows. Future Gener. Comput. Syst. 101: 576-589 (2019) - [j29]Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross:
Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model. IEEE Trans. Parallel Distributed Syst. 30(7): 1613-1627 (2019) - [c151]Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Glenn K. Lockwood, Robert B. Ross, Shane Snyder, Stefan M. Wild:
Adaptive Learning for Concept Drift in Application Performance Modeling. ICPP 2019: 79:1-79:11 - [c150]Caitlin J. Ross, Noah Wolfe, Mark Plagge, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross:
Using Scientific Visualization Techniques to Visualize Parallel Network Simulations. SIGSIM-PADS 2019: 197-200 - [c149]Matthieu Dorier, Orcun Yildiz, Tom Peterka, Robert B. Ross:
The challenges of elastic in situ analysis and visualization. ISAV@SC 2019: 23-28 - [c148]Misbah Mubarak, Neil McGlohon, Malek Musleh, Eric Borch, Robert B. Ross, Ram Huggahalli, Sudheer Chunduri, Scott Parker, Christopher D. Carothers, Kalyan Kumaran:
Evaluating Quality of Service Traffic Classes on the Megafly Network. ISC 2019: 3-20 - [i7]Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving MPI Collective I/O Performance With Intra-node Request Aggregation. CoRR abs/1907.12656 (2019) - 2018
- [j28]Noah Wolfe, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns:
Modeling Large-Scale Slim Fly Networks Using Parallel Discrete-Event Simulation. ACM Trans. Model. Comput. Simul. 28(4): 29:1-29:25 (2018) - [j27]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:
Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. ACM Trans. Storage 14(3): 23:1-23:26 (2018) - [j26]Takanori Fujiwara, Jianping Kelvin Li, Misbah Mubarak, Caitlin Ross, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems. Vis. Informatics 2(1): 98-110 (2018) - [c147]Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild:
Modeling I/O Performance Variability Using Conditional Variational Autoencoders. CLUSTER 2018: 109-113 - [c146]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:
Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. FAST 2018: 1-14 - [c145]Pierre Matri, Philip H. Carns, Robert B. Ross, Alexandru Costan, María S. Pérez, Gabriel Antoniu:
SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. ICDCS 2018: 1507-1512 - [c144]Xin Wang, Misbah Mubarak, Xu Yang, Robert B. Ross, Zhiling Lan:
Trade-Off Study of Localizing Communication and Balancing Network Traffic on a Dragonfly System. IPDPS 2018: 1113-1122 - [c143]Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao:
Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. PDSW-DISCS@SC 2018: 1-12 - [c142]Matthieu Dorier, Philip H. Carns, Kevin Harms, Robert Latham, Robert B. Ross, Shane Snyder, Justin M. Wozniak, Samuel K. Gutierrez, Robert W. Robey, Brad Settlemyer, Galen M. Shipman, Jérome Soumagne, James B. Kowalkowski, Marc F. Paterno, Saba Sehrish:
Methodology for the Rapid Development of Scalable HPC Data Services. PDSW-DISCS@SC 2018: 76-87 - [c141]Noah Wolfe, Mark Plagge, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross:
Evaluating the Impact of Spiking Neural Network Traffic on Extreme-Scale Hybrid Systems. PMBS@SC 2018: 108-120 - [c140]Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild:
Machine Learning Based Parallel I/O Predictive Modeling: A Case Study on Lustre File Systems. ISC 2018: 184-204 - [c139]Caitlin J. Ross, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma:
Leveraging Shared Memory in the Ross Time Warp Simulator for Complex Network simulations. WSC 2018: 3837-3848 - [i6]Neda Tavakoli, Dong Dai, John Jenkins, Philip H. Carns, Robert B. Ross, Yong Chen:
A Software-Defined Approach for QoS Control in High-Performance Computing Storage Systems. CoRR abs/1805.06161 (2018) - [i5]Dong Dai, Robert B. Ross, Dounia Khaldi, Yonghong Yan, Matthieu Dorier, Neda Tavakoli, Yong Chen:
A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge. CoRR abs/1805.06167 (2018) - 2017
- [j25]Florin Isaila, Javier García, Jesús Carretero, Robert B. Ross, Dries Kimpe:
Making the case for reforming the I/O software stack of extreme-scale systems. Adv. Eng. Softw. 111: 26-31 (2017) - [j24]Francisco Rodrigo Duro, Francisco Javier García Blas, Florin Isaila, Jesús Carretero, Justin M. Wozniak, Robert B. Ross:
Experimental evaluation of a flexible I/O architecture for accelerating workflow engines in ultrascale environments. Parallel Comput. 61: 52-67 (2017) - [j23]Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns:
Enabling Parallel Simulation of Large-Scale HPC Network Systems. IEEE Trans. Parallel Distributed Syst. 28(1): 87-100 (2017) - [c138]Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Robert B. Ross:
Lightweight Provenance Service for High-Performance Computing. PACT 2017: 117-129 - [c137]Noah Wolfe, Misbah Mubarak, Nikhil Jain, Jens Domke, Abhinav Bhatele, Christopher D. Carothers, Robert B. Ross:
Preliminary Performance Analysis of Multi-rail Fat-tree Networks. CCGrid 2017: 258-261 - [c136]Jianping Kelvin Li, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Kwan-Liu Ma:
Visual Analytics Techniques for Exploring the Design Space of Large-Scale High-Radix Networks. CLUSTER 2017: 193-203 - [c135]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:
Quantifying I/O and Communication Traffic Interference on Dragonfly Networks Equipped with Burst Buffers. CLUSTER 2017: 204-215 - [c134]Xin Wang, Xu Yang, Misbah Mubarak, Robert B. Ross, Zhiling Lan:
A Preliminary Study of Intra-Application Interference on Dragonfly Network. CLUSTER 2017: 643-644 - [c133]Xiaoqing Luo, Frank Mueller, Philip H. Carns, Jonathan Jenkins, Robert Latham, Robert B. Ross, Shane Snyder:
ScalaIOExtrap: Elastic I/O Tracing and Extrapolation. IPDPS 2017: 585-594 - [c132]John Jenkins, Galen M. Shipman, Jamaludin Mohd-Yusof, Kipton Barros, Philip H. Carns, Robert B. Ross:
A Case Study in Computational Caching Microservices for HPC. IPDPS Workshops 2017: 1309-1316 - [c131]Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert Latham, Robert B. Ross, Shane Snyder, Stefan M. Wild:
Analysis and Correlation of Application I/O Performance and System-Wide I/O Activity. NAS 2017: 1-10 - [c130]Matthieu Dorier, Justin M. Wozniak, Robert B. Ross:
Supporting task-level fault-tolerance in HPC workflows by launching MPI jobs inside MPI jobs. WORKS@SC 2017: 5:1-5:11 - [c129]Matthieu Dorier, Matthieu Dreher, Tom Peterka, Robert B. Ross:
CoSS: proposing a contract-based storage system for HPC. PDSW-DISCS@SC 2017: 13-18 - [c128]Misbah Mubarak, Nikhil Jain, Jens Domke, Noah Wolfe, Caitlin Ross, Jianping Kelvin Li, Abhinav Bhatele, Christopher D. Carothers, Kwan-Liu Ma, Robert B. Ross:
Toward reliable validation of HPC network simulation models. WSC 2017: 659-674 - 2016
- [j22]Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Nicholas Muirhead, Yong Chen:
An asynchronous traversal engine for graph-based rich metadata management. Parallel Comput. 58: 140-156 (2016) - [j21]Dongfang Zhao, Ning Liu, Dries Kimpe, Robert B. Ross, Xian-He Sun, Ioan Raicu:
Towards Exploring Data-Intensive Scientific Applications at Extreme Scales through Systems and Simulations. IEEE Trans. Parallel Distributed Syst. 27(6): 1824-1837 (2016) - [j20]Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert B. Ross:
Using Formal Grammars to Predict I/O Behaviors in HPC: The Omnisc'IO Approach. IEEE Trans. Parallel Distributed Syst. 27(8): 2435-2449 (2016) - [c127]Francisco Rodrigo Duro, Javier García Blas, Florin Isaila, Justin M. Wozniak, Jesús Carretero, Robert B. Ross:
Flexible Data-Aware Scheduling for Workflows over an In-memory Object Store. CCGrid 2016: 321-324 - [c126]Florin Isaila, Jesús Carretero, Robert B. Ross:
CLARISSE: A Middleware for Data-Staging Coordination and Control on Large-Scale HPC Platforms. CCGrid 2016: 346-355 - [c125]Matthieu Dorier, Misbah Mubarak, Robert B. Ross, Jianping Kelvin Li, Christopher D. Carothers, Kwan-Liu Ma:
Evaluation of Topology-Aware Broadcast Algorithms for Dragonfly Networks. CLUSTER 2016: 40-49 - [c124]Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross:
GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata. CLUSTER 2016: 298-307 - [c123]Anthony Kougkas, Matthieu Dorier, Robert Latham, Robert B. Ross, Xian-He Sun:
Leveraging burst buffer coordination to prevent I/O interference. eScience 2016: 371-380 - [c122]Xu Yang, John Jenkins, Misbah Mubarak, Xin Wang, Robert B. Ross, Zhiling Lan:
Study of Intra- and Interjob Interference on Torus Networks. ICPADS 2016: 239-246 - [c121]Orcun Yildiz, Matthieu Dorier, Shadi Ibrahim, Robert B. Ross, Gabriel Antoniu:
On the Root Causes of Cross-Application I/O Interference in HPC Storage Systems. IPDPS 2016: 750-759 - [c120]Philip H. Carns, Kevin Harms, John Jenkins, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers:
Impact of data placement on resilience in large-scale object storage systems. MSST 2016: 1-12 - [c119]Philip H. Carns, John Jenkins, Charles D. Cranor, Scott Atchley, Sangmin Seo, Shane Snyder, Robert B. Ross:
Enabling NVM for Data-Intensive Scientific Services. INFLOW@OSDI 2016 - [c118]Noah Wolfe, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Philip H. Carns:
Modeling a Million-Node Slim Fly Network Using Parallel Discrete-Event Simulation. SIGSIM-PADS 2016: 189-199 - [c117]Caitlin Ross, Misbah Mubarak, John Jenkins, Philip H. Carns, Christopher D. Carothers, Robert B. Ross, Wei Tang, Wolfgang Gerlach, Folker Meyer:
A Case Study in Using Discrete-Event Simulation to Improve the Scalability of MG-RAST. SIGSIM-PADS 2016: 211-220 - [c116]Shane Snyder, Philip H. Carns, Kevin Harms, Robert B. Ross, Glenn K. Lockwood, Nicholas J. Wright:
Modular HPC I/O Characterization with Darshan. ESPT@SC 2016: 9-17 - [c115]Robert Latham, Matthieu Dorier, Robert B. Ross:
Get out of the Way! Applying Compression to Internal Data Structures. PDSW-DISCS@SC 2016: 37-42 - [c114]Caitlin Ross, Christopher D. Carothers, Misbah Mubarak, Philip H. Carns, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma:
Visual Data-Analytics of Large-Scale Parallel Discrete-Event Simulations. PMBS@SC 2016: 87-97 - [c113]Xu Yang, John Jenkins, Misbah Mubarak, Robert B. Ross, Zhiling Lan:
Watch out for the bully!: job interference study on dragonfly network. SC 2016: 750-760 - 2015
- [c112]Ning Liu, Xi Yang, Xian-He Sun, Jonathan Jenkins, Robert B. Ross:
YARNsim: Simulating Hadoop YARN. CCGRID 2015: 637-646 - [c111]Florin Isaila, Prasanna Balaprakash, Stefan M. Wild, Dries Kimpe, Robert Latham, Robert B. Ross, Paul D. Hovland:
Collective I/O Tuning Using Analytical and Machine Learning Models. CLUSTER 2015: 128-137 - [c110]Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Kyle Blauer, Yong Chen:
GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management. CLUSTER 2015: 284-293 - [c109]Torsten Hoefler, Robert B. Ross, Timothy Roscoe:
Distributing the Data Plane for Remote Storage Access. HotOS 2015 - [c108]Huong Luu, Marianne Winslett, William Gropp, Robert B. Ross, Philip H. Carns, Kevin Harms, Prabhat, Surendra Byna, Yushu Yao:
A Multiplatform Study of I/O Behavior on Petascale Supercomputers. HPDC 2015: 33-44 - [c107]Xiaoqing Luo, Frank Mueller, Philip H. Carns, John Jenkins, Robert Latham, Robert B. Ross, Shane Snyder:
HPC I/O trace extrapolation. ESPT@SC 2015: 2:1-2:6 - [c106]Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat:
Techniques for modeling large-scale HPC I/O workloads. PMBS@SC 2015: 5:1-5:11 - [c105]Justin M. LaPre, Elsa J. Gonsiorowski, Christopher D. Carothers, John Jenkins, Philip H. Carns, Robert B. Ross:
Time warp state restoration via delta encoding. WSC 2015: 3025-3036 - [i4]