Evaluation of graph analytics frameworks using the gap benchmark suite A Azad, MM Aznaveh, S Beamer, MP Blanco, J Chen, L D'Alessandro, ... 2020 IEEE International Symposium on Workload Characterization (IISWC), 216-227, 2020 | 30 | 2020 |
Linear algebraic formulation of edge-centric k-truss algorithms with adjacency matrices TM Low, DG Spampinato, A Kutuluru, U Sridhar, DT Popovici, F Franchetti, ... 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-7, 2018 | 23 | 2018 |
Reformulating the direct convolution for high-performance deep learning inference on ARM processors S Barrachina, A Castelló, MF Dolz, TM Low, H Martínez, ES Quintana-Ortí, ... Journal of Systems Architecture 135, 102806, 2023 | 14 | 2023 |
Linear algebraic depth-first search DG Spampinato, U Sridhar, TM Low Proceedings of the 6th ACM SIGPLAN International Workshop on Libraries …, 2019 | 11 | 2019 |
Delta-stepping SSSP: From vertices and edges to GraphBLAS implementations U Sridhar, MP Blanco, R Mayuranath, DG Spampinato, TM Low, ... 2019 IEEE International Parallel and Distributed Processing Symposium …, 2019 | 11 | 2019 |
Dominant feature based convolutional neural network for faces in videos A Vinay, DA Mundroy, G Kathiresan, U Sridhar, KNB Murthy, S Natarajan 2017 International Conference on Big Data Analytics and Computational …, 2017 | 4 | 2017 |
Small: A software framework for portable machine learning libraries U Sridhar, N Tukanov, E Binder, TM Low, S McMillan, MD Schatz arXiv preprint arXiv:2303.04769, 2023 | 1 | 2023 |
Zoom Out: Abstractions for Efficient Radar Algorithms on COTS architectures TM Low, Y Chi, J Hoe, S Kumar, A Prabhakara, L Shi, U Sridhar, ... 2022 IEEE International Symposium on Phased Array Systems & Technology (PAST …, 2022 | 1 | 2022 |
Exploiting Fusion Opportunities in Linear Algebraic Graph Query Engines Y Kerdcharoen, U Sridhar, TM Low 2023 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2023 | | 2023 |
SMaLL: Software for rapidly instantiating Machine Learning Libraries U Sridhar, N Tukanov, E Binder, TM Low, S McMillan, MD Schatz ACM Transactions on Embedded Computing Systems, 2023 | | 2023 |
Member Brief: SEI, AI Division, Advanced Computing Lab S McMillan, TL Low, O Wright, U Sridhar, N Tukanov, ... | | 2022 |
Fusing Non Element-wise Layers in DNNs U Sridhar, TM Low, MD Schatz 2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-2, 2021 | | 2021 |
Spiral/AIML: Frontiers of Graph Processing in Linear Algebra S McMillan, E Binder, M Blanco, P Brower, F Franchetti, JC Hoe, TM Low, ... | | 2019 |
Zhang, Yongzhe 216 Zhang, Yunming 216 Zhao, Shufflin 288 Zhou, Huiyang 94, 252 J Zhu, S Pal, K Parasyris, J Park, R Peri, K Pingali, D Ponomarev, ... | | |