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Narayanan Sundaram

Scalable Bayesian Optimization Using Deep Neural Networks
2015 · Snoek, Jasper, Rippel, Oren, et al. · arXiv (Cornell University) · 768
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Dense Point Trajectories by GPU-Accelerated Large Displacement Optical Flow
2010 · Narayanan Sundaram, Thomas Brox, et al. · Lecture notes in computer science · 441
Fast support vector machine training and classification on graphics processors
2008 · Bryan Catanzaro, Narayanan Sundaram, et al. · International Conference on Machine Learning · 377
Graphicionado: A high-performance and energy-efficient accelerator for graph analytics
2016 · Tae Jun Ham, Lisa Wu, et al. · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 336
GraphMat
2015 · Narayanan Sundaram, Nadathur Satish, et al. · Proceedings of the VLDB Endowment · 318
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Data tiering in heterogeneous memory systems
2016 · Subramanya R. Dulloor, Amitabha Roy, et al. · European Conference on Computer Systems · 213
Navigating the maze of graph analytics frameworks using massive graph datasets
2014 · Nadathur Satish, Narayanan Sundaram, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 179
LDBC graphalytics
2016 · Alexandru Iosup, Tim Hegeman, et al. · Proceedings of the VLDB Endowment · 146
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Efficient, high-quality image contour detection
2009 · Bryan Catanzaro, Bor-Yiing Su, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 124
Streaming similarity search over one billion tweets using parallel locality-sensitive hashing
2013 · Narayanan Sundaram, Aizana Turmukhametova, et al. · Proceedings of the VLDB Endowment · 120
Sparsifying Synchronization for High-Performance Shared-Memory Sparse Triangular Solver
2014 · Jongsoo Park, Mikhail Smelyanskiy, et al. · Lecture notes in computer science · 92
Deep learning at 15PF
2017 · Thorsten Kurth, Jian Zhang, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 81
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GraphIn: An Online High Performance Incremental Graph Processing Framework
2016 · Dipanjan Sengupta, Narayanan Sundaram, et al. · Lecture notes in computer science · 66
A map reduce framework for programming graphics processors
2010 · Bryan Catanzaro, Narayanan Sundaram, et al. · 63
BD-CATS
2015 · Md. Mostofa Ali Patwary, Suren Byna, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 61
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GraphPad: Optimized Graph Primitives for Parallel and Distributed Platforms
2016 · Michael J. Anderson, Narayanan Sundaram, et al. · IEEE International Parallel and Distributed Processing Symposium (IPDPS) · 60
BrainIAK: The Brain Imaging Analysis Kit
2022 · Manoj Kumar, Michael Anderson, et al. · Aperture Neuro · 57
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Parallel Efficient Sparse Matrix-Matrix Multiplication on Multicore Platforms
2015 · Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, et al. · Lecture notes in computer science · 57
Improving graph partitioning for modern graphs and architectures
2015 · Dominique LaSalle, Md Mostofa Ali Patwary, et al. · Irregular Applications: Architectures and Algorithms · 56
Bridging the gap between HPC and big data frameworks
2017 · Michael Anderson, Shaden Smith, et al. · Proceedings of the VLDB Endowment · 51
A framework for efficient and scalable execution of domain-specific templates on GPUs
2009 · Narayanan Sundaram, Anand Raghunathan, et al. · IEEE International Parallel and Distributed Processing Symposium (IPDPS) · 43
Efficient Approximation Algorithms for Weighted $b$-Matching
2016 · Arif Khan, Alex Pothen, et al. · SIAM Journal on Scientific Computing · 42
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PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures
2016 · Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, et al. · IEEE International Parallel and Distributed Processing Symposium (IPDPS) · 40
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GenBase
2014 · Rebecca Taft, Manasi Vartak, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 38
Pardicle: Parallel Approximate Density-Based Clustering
2014 · Md. Mostofa Ali Patwary, Nadathur Satish, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 31
Works count: 49
Citation count: 4,058
H-index: 28
I10-index: 34
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