| Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+ MPI Using Three Case Studies A Gittens, A Devarakonda, E Racah, M Ringenburg, L Gerhardt, ... IEEE Big Data, 2016 | 50 | 2016 |
| Hierarchical I/O Scheduling for Collective I/O J Liu, Y Chen, Y Zhuang Cluster, Cloud and Grid Computing (CCGrid), 2013 13th IEEE/ACM International …, 2013 | 27 | 2013 |
| H5Spark: Bridging the I/O Gap between Spark and Scientific Data Formats on HPC Systems J Liu, E Racah, Q Koziol, RS Canon, A Gittens, L Gerhardt, S Byna, ... Cray User Group, 2016 | 20 | 2016 |
| Locality-driven High-level I/O Aggregation for Processing Scientific Datasets J Liu, B Crysler, Y Lu, Y Chen Big Data'13, 2013 IEEE International Conference on Big Data, 103-111, 2013 | 19 | 2013 |
| Improving data analysis performance for high-performance computing with integrating statistical metadata in scientific datasets J Liu, Y Chen 2012 SC Companion: High Performance Computing, Networking Storage and …, 2012 | 18 | 2012 |
| Segmented Analysis for Reducing Data Movement J Liu, S Byna, Y Chen Big Data'13, 2013 IEEE International Conference on Big Data, 344-349, 2013 | 16 | 2013 |
| Hierarchical collective i/o scheduling for high-performance computing J Liu, Y Zhuang, Y Chen Big Data Research 2 (3), 117-126, 2015 | 14 | 2015 |
| ArrayUDF: User-Defined Scientific Data Analysis on Arrays B Dong, K Wu, S Byna, J Liu, W Zhao, F Rusu HPDC, 2017 | 13 | 2017 |
| PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures MMA Patwary, NR Satish, N Sundaram, J Liu, P Sadowski, E Racah, ... 30th IEEE International Parallel & Distributed Processing Symposium (IPDPS'16), 2016 | 13 | 2016 |
| SoMeta: Scalable Object-centric Metadata Management for High Performance Computing HJ Tang, S Byna, B Dong, JLLQ Koziol Cluster 2017, 2017 | 11 | 2017 |
| Model-driven Data Layout Selection for Improving Read Performance J Liu, S Byna, B Dong, K Wu, Y Chen IPDPS'14, The 2014 International Workshop on High Performance Data Intensive …, 2014 | 10 | 2014 |
| Fast Data Analysis with Integrated Statistical Metadata in Scientific Datasets J Liu, Y Chen Cluster Computing (CLUSTER), 2013 IEEE International Conference on, 1-8, 2013 | 9 | 2013 |
| Toward Scalable and Asynchronous Object-centric Data Management for HPC H Tang, S Byna, F Tessier, T Wang, B Dong, J Mu, Q Koziol, J Soumagne, ... Cluster, Cloud and Grid Computing (CCGrid), 2018 18th IEEE/ACM International …, 2018 | 8 | 2018 |
| In-advance Data Analytics for Reducing Time to Discovery J Liu, Y Lu, Y Chen IEEE BigData 2014, 2014 | 8 | 2014 |
| Etalumis: bringing probabilistic programming to scientific simulators at scale AG Baydin, L Shao, W Bhimji, L Heinrich, L Meadows, J Liu, A Munk, ... Proceedings of the International Conference for High Performance Computing …, 2019 | 6 | 2019 |
| Efficient probabilistic inference in the quest for physics beyond the standard model AG Baydin, L Shao, W Bhimji, L Heinrich, S Naderiparizi, A Munk, J Liu, ... Advances in Neural Information Processing Systems, 5460-5473, 2019 | 6 | 2019 |
| Extreme I/O on HPC for HEP using the Burst Buffer at NERSC W Bhimji, D Paul, M Fasel, L Gerhardt, B Friesen, J Porter, V Tsulaia, ... J. Phys. Conf. Ser. 898, 082015, 2017 | 6 | 2017 |
| Collective computing for scientific big data analysis J Liu, Y Chen, S Byna 2015 44th International Conference on Parallel Processing Workshops, 129-137, 2015 | 6 | 2015 |
| Storage 2020: A Vision for the Future of HPC Storage GK Lockwood, D Hazen, Q Koziol, S Canon, K Antypas, J Balewski, ... | 5 | 2017 |
| Collective Input/Output under Memory Constraints Y Lu, Y Chen, Y Zhuang, J Liu, R Thakur International Journal of High Performance Computing Applications …, 2014 | 5 | 2014 |
Yong ChenTexas Tech UniversityVerified email at ttu.edu
