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Supun Nakandala
Supun Nakandala
Databricks, Inc.
Zweryfikowany adres z databricks.com - Strona główna
Tytuł
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Gendered conversation in a social game-streaming platform
S Nakandala, G Ciampaglia, N Su, YY Ahn
Proceedings of the international AAAI conference on web and social media 11 …, 2017
1272017
Community science exemplars in seagrid science gateway: Apache airavata based implementation of advanced infrastructure
S Pamidighantam, S Nakandala, E Abeysinghe, C Wimalasena, ...
Procedia Computer Science 80, 1927-1939, 2016
762016
Extending Relational Query Processing with ML Inference
CC Konstantinos Karanasos, Matteo Interlandi, Doris Xin, Fotis Psallidas ...
The Conference on Innovative Data Systems Research (CIDR) 10, 2020
67*2020
Cerebro: A data system for optimized deep learning model selection
S Nakandala, Y Zhang, A Kumar
Proceedings of the VLDB Endowment 13 (12), 2159-2173, 2020
612020
A Tensor Compiler for Unified Machine Learning Prediction Serving
S Nakandala, K Saur, GI Yu, K Karanasos, C Curino, M Weimer, ...
14th {USENIX} Symposium on Operating Systems Design and Implementation …, 2020
502020
Managing authentication and authorization in distributed science gateway middleware
MA Christie, A Bhandar, S Nakandala, S Marru, E Abeysinghe, ...
Future Generation Computer Systems 111, 780-785, 2020
49*2020
Incremental and approximate inference for faster occlusion-based deep cnn explanations
S Nakandala, A Kumar, Y Papakonstantinou
Proceedings of the 2019 International Conference on Management of Data, 1589 …, 2019
342019
Cerebro: A layered data platform for scalable deep learning
A Kumar, S Nakandala, Y Zhang, S Li, A Gemawat, K Nagrecha
11th Annual Conference on Innovative Data Systems Research (CIDR ‘21), 2021
292021
Tensors: An abstraction for general data processing
D Koutsoukos, S Nakandala, K Karanasos, K Saur, G Alonso, M Interlandi
Proceedings of the VLDB Endowment 14 (10), 1797-1804, 2021
242021
Query Processing on Tensor Computation Runtimes Authors
MI Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur ...
Proceedings of the VLDB Endowment 15 (11), 2811, 2022
22*2022
The CNN Hip Accelerometer Posture (CHAP) method for classifying sitting patterns from hip accelerometers: A validation study
MA Greenwood-Hickman, S Nakandala, MM Jankowska, DE Rosenberg, ...
Medicine and science in sports and exercise 53 (11), 2445, 2021
212021
Cerebro: Efficient and reproducible model selection on deep learning systems
S Nakandala, Y Zhang, A Kumar
Proceedings of the 3rd International Workshop on Data Management for End-to …, 2019
212019
Apache airavata sharing service: A tool for enabling user collaboration in science gateways
S Nakandala, S Marru, M Piece, S Pamidighantam, K Yoshimoto, ...
Proceedings of the Practice and Experience in Advanced Research Computing …, 2017
212017
Incremental and Approximate Computations for Accelerating Deep CNN Inference
S Nakandala, K Nagrecha, A Kumar, Y Papakonstantinou
ACM Transactions on Database Systems (TODS) 45 (4), 1-42, 2020
182020
Vista: Optimized system for declarative feature transfer from deep cnns at scale
S Nakandala, A Kumar
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
182020
Apache Airavata security manager: Authentication and authorization implementations for a multi-tenant escience framework
S Nakandala, H Gunasinghe, S Marru, M Pierce
2016 IEEE 12th International Conference on e-Science (e-Science), 287-292, 2016
152016
Application of convolutional neural network algorithms for advancing sedentary and activity bout classification
S Nakandala, MM Jankowska, F Tuz-Zahra, J Bellettiere, JA Carlson, ...
Journal for the Measurement of Physical Behaviour 4 (2), 102-110, 2021
142021
Demonstration of Krypton: optimized CNN inference for occlusion-based deep CNN explanations
A Ordookhanians, X Li, S Nakandala, A Kumar
Proceedings of the VLDB Endowment 12 (12), 1894-1897, 2019
92019
Nautilus: An optimized system for deep transfer learning over evolving training datasets
S Nakandala, A Kumar
Proceedings of the 2022 International Conference on Management of Data, 506-520, 2022
72022
Accelerating inference of traditional ml pipelines with neural network frameworks
M Interlandi, M Weimer, S Amizadeh, K Karanasos, SC Nakandala, ...
US Patent App. 16/993,900, 2022
52022
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