Supun Nakandala
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
4
Active years
2016–2023
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | CIDR | Making Data Engineering Declarative. | Michael Armbrust, Ali Ghodsi, Reynold Xin, Vuk Ercegovac, Sourav Chatterji, Eun-Gyu Kim, Paul Lappas, Yannis Papakonstantinou, Yingyi Bu, Yuhong Chen, Yijia Cui, Rahul Govind, Aakash Japi, Kiavash Kianfar, Xi Liang, Jon Mio, Mukul Murthy, Supun Nakandala, Andreas Neumann, Nitin Sharma, Yannis Sismanis, Justin Tang, Joseph Torres, Min Yang, Li Zhang, Bilal Aslam |
| 2022 | SIGMOD | Nautilus: An Optimized System for Deep Transfer Learning over Evolving Training Datasets. | Supun Nakandala, Arun Kumar |
| 2021 | CIDR | Cerebro: A Layered Data Platform for Scalable Deep Learning. | Arun Kumar, Supun Nakandala, Yuhao Zhang, Side Li, Advitya Gemawat, Kabir Nagrecha |
| 2020 | CIDR | Extending Relational Query Processing with ML Inference. | Konstantinos Karanasos, Matteo Interlandi, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Doris Xin, Supun Nakandala, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino |
| 2020 | OSDI | A Tensor Compiler for Unified Machine Learning Prediction Serving. | Supun Nakandala, Karla Saur, Gyeong-In Yu, Konstantinos Karanasos, Carlo Curino, Markus Weimer, Matteo Interlandi |
| 2020 | SIGMOD | Vista: Optimized System for Declarative Feature Transfer from Deep CNNs at Scale. | Supun Nakandala, Arun Kumar |
| 2019 | SIGMOD | Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations. | Supun Nakandala, Arun Kumar, Yannis Papakonstantinou |
| 2019 | SIGMOD | Cerebro: Efficient and Reproducible Model Selection on Deep Learning Systems. | Supun Nakandala, Yuhao Zhang, Arun Kumar |
| 2016 | ICCS | Community Science Exemplars in SEAGrid Science Gateway: Apache Airavata Based Implementation of Advanced Infrastructure. | Sudhakar Pamidighantam, Supun Nakandala, Eroma Abeysinghe, Chathuri Wimalasena, Shameera Rathnayaka, Suresh Marru, Marlon E. Pierce |