Modular hpc i/o characterization with darshan S Snyder, P Carns, K Harms, R Ross, GK Lockwood, NJ Wright 2016 5th workshop on extreme-scale programming tools (ESPT), 9-17, 2016 | 109 | 2016 |
Mochi: Composing data services for high-performance computing environments RB Ross, G Amvrosiadis, P Carns, CD Cranor, M Dorier, K Harms, ... Journal of Computer Science and Technology 35 (1), 121-144, 2020 | 93 | 2020 |
A year in the life of a parallel file system GK Lockwood, S Snyder, T Wang, S Byna, P Carns, NJ Wright SC18: International Conference for High Performance Computing, Networking …, 2018 | 69 | 2018 |
UMAMI: a recipe for generating meaningful metrics through holistic I/O performance analysis GK Lockwood, W Yoo, S Byna, NJ Wright, S Snyder, K Harms, Z Nault, ... Proceedings of the 2nd Joint International Workshop on Parallel Data Storage …, 2017 | 46 | 2017 |
Quantifying i/o and communication traffic interference on dragonfly networks equipped with burst buffers M Mubarak, P Carns, J Jenkins, JK Li, N Jain, S Snyder, R Ross, ... 2017 IEEE international conference on cluster computing (CLUSTER), 204-215, 2017 | 44 | 2017 |
Techniques for modeling large-scale HPC I/O workloads S Snyder, P Carns, R Latham, M Mubarak, R Ross, C Carothers, ... Proceedings of the 6th International Workshop on Performance Modeling …, 2015 | 40 | 2015 |
TOKIO on ClusterStor: connecting standard tools to enable holistic I/O performance analysis GK Lockwood, NJ Wright, S Snyder, P Carns, G Brown, K Harms Lawrence Berkeley National Lab.(LBNL), Berkeley, CA (United States), 2018 | 38 | 2018 |
Iominer: Large-scale analytics framework for gaining knowledge from i/o logs T Wang, S Snyder, G Lockwood, P Carns, N Wright, S Byna 2018 IEEE International Conference on Cluster Computing (CLUSTER), 466-476, 2018 | 35 | 2018 |
Toward understanding I/O behavior in HPC workflows J Lüttgau, S Snyder, P Carns, JM Wozniak, J Kunkel, T Ludwig 2018 IEEE/ACM 3rd International Workshop on Parallel Data Storage & Data …, 2018 | 34 | 2018 |
Machine learning based parallel I/O predictive modeling: A case study on Lustre file systems S Madireddy, P Balaprakash, P Carns, R Latham, R Ross, S Snyder, ... International Conference on High Performance Computing, 184-204, 2018 | 30 | 2018 |
Dxt: Darshan extended tracing C Xu, S Snyder, V Venkatesan, P Carns, O Kulkarni, S Byna, R Sisneros, ... Argonne National Lab.(ANL), Argonne, IL (United States), 2017 | 27 | 2017 |
Analysis and correlation of application I/O performance and system-wide I/O activity S Madireddy, P Balaprakash, P Carns, R Latham, R Ross, S Snyder, ... 2017 International Conference on Networking, Architecture, and Storage (NAS …, 2017 | 24 | 2017 |
Colza: Enabling elastic in situ visualization for high-performance computing simulations M Dorier, Z Wang, U Ayachit, S Snyder, R Ross, M Parashar 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022 | 21 | 2022 |
A zoom-in analysis of i/o logs to detect root causes of i/o performance bottlenecks T Wang, S Byna, GK Lockwood, S Snyder, P Carns, S Kim, NJ Wright 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019 | 21 | 2019 |
Methodology for the rapid development of scalable HPC data services M Dorier, P Carns, K Harms, R Latham, R Ross, S Snyder, J Wozniak, ... 2018 IEEE/ACM 3rd International Workshop on Parallel Data Storage & Data …, 2018 | 18 | 2018 |
Enabling {NVM} for Data-Intensive Scientific Services P Carns, J Jenkins, CD Cranor, S Atchley, S Seo, S Snyder, RB Ross 4th Workshop on Interactions of NVM/Flash with Operating Systems and …, 2016 | 18 | 2016 |
Adaptive learning for concept drift in application performance modeling S Madireddy, P Balaprakash, P Carns, R Latham, GK Lockwood, R Ross, ... Proceedings of the 48th International Conference on Parallel Processing, 1-11, 2019 | 15 | 2019 |
A case for epidemic fault detection and group membership in HPC storage systems S Snyder, P Carns, J Jenkins, K Harms, R Ross, M Mubarak, C Carothers International Workshop on Performance Modeling, Benchmarking and Simulation …, 2014 | 15 | 2014 |
Modeling I/O performance variability using conditional variational autoencoders S Madireddy, P Balaprakash, P Carns, R Latham, R Ross, S Snyder, ... 2018 IEEE international conference on cluster computing (CLUSTER), 109-113, 2018 | 14 | 2018 |
Scalaioextrap: Elastic i/o tracing and extrapolation X Luo, F Mueller, P Carns, J Jenkins, R Latham, R Ross, S Snyder 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017 | 13 | 2017 |