| 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 | 145 | 2017 |
| 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 | 89* | 2020 |
| 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 | 83 | 2016 |
| 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 | 79 | 2020 |
| 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 | 64 | 2020 |
| 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 | 51* | 2020 |
| 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 | 39* | 2022 |
| 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 | 39 | 2019 |
| 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 | 36 | 2021 |
| 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 | 34 | 2021 |
| 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 | 30 | 2021 |
| 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 | 28 | 2020 |
| 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 | 22 | 2020 |
| 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 | 21 | 2019 |
| 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 | 21 | 2017 |
| 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 | 16 | 2021 |
| 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 | 16 | 2016 |
| 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 | 14 | 2022 |
| 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 | 10 | 2019 |
| CHAP-adult: a reliable and valid algorithm to classify sitting and measure sitting patterns using data from hip-worn accelerometers in adults aged 35+ J Bellettiere, S Nakandala, F Tuz-Zahra, EAH Winkler, PR Hibbing, ... Journal for the measurement of physical behaviour 5 (4), 215-223, 2022 | 9 | 2022 |
Arun KumarUniversity of California, San Diego確認したメール アドレス: eng.ucsd.edu