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Upasana Sridhar
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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
292020
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
232018
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
122023
Linear algebraic depth-first search
DG Spampinato, U Sridhar, TM Low
Proceedings of the 6th ACM SIGPLAN International Workshop on Libraries …, 2019
112019
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
112019
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
42017
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
12023
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
12022
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, ...
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