Summarizer: trading communication with computing near storage G Koo, KK Matam, T I, HVKG Narra, J Li, HW Tseng, S Swanson, ... Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017 | 160 | 2017 |
Gradiveq: Vector quantization for bandwidth-efficient gradient aggregation in distributed cnn training M Yu, Z Lin, K Narra, S Li, Y Li, NS Kim, A Schwing, M Annavaram, ... Advances in Neural Information Processing Systems 31, 2018 | 77 | 2018 |
Origami inference: private inference using hardware enclaves KG Narra, Z Lin, Y Wang, K Balasubramanian, M Annavaram 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 78-84, 2021 | 42* | 2021 |
Slack squeeze coded computing for adaptive straggler mitigation KG Narra, Z Lin, M Kiamari, S Avestimehr, M Annavaram Proceedings of the International Conference for High Performance Computing …, 2019 | 37* | 2019 |
Enhancing SSDs with multi-stream: What? why? how? J Bhimani, J Yang, Z Yang, N Mi, NHVK Giri, R Pandurangan, C Choi, ... 2017 IEEE 36th International Performance Computing and Communications …, 2017 | 21 | 2017 |
Collage inference: Using coded redundancy for lowering latency variation in distributed image classification systems HVKG Narra, Z Lin, G Ananthanarayanan, S Avestimehr, M Annavaram 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 17* | 2020 |
Private ad modeling with DP-SGD C Denison, B Ghazi, P Kamath, R Kumar, P Manurangsi, KG Narra, ... arXiv preprint arXiv:2211.11896, 2022 | 9 | 2022 |
Train where the data is: A case for bandwidth efficient coded training Z Lin, KG Narra, M Yu, S Avestimehr, M Annavaram arXiv preprint arXiv:1910.10283, 2019 | 4 | 2019 |
Wave: A distributed scheduling framework for dispersed computing P Sakulkar, P Ghosh, A Knezevic, J Wang, Q Nguyen, J Tran, ... USC Auton. Netw. Res. Group, Univ. Southern California, Los Angeles, CA, USA …, 2018 | 4 | 2018 |
Training Differentially Private Ad Prediction Models with Semi-Sensitive Features L Chua, Q Cui, B Ghazi, C Harrison, P Kamath, W Krichene, R Kumar, ... arXiv preprint arXiv:2401.15246, 2024 | 2 | 2024 |
Generating synthetic benchmark circuits for accelerated life testing of field programmable gate arrays using genetic algorithm and particle swarm optimization L Srivani, NHVK Giri, S Ganesh, V Kamakoti Applied Soft Computing 27, 179-190, 2015 | 2 | 2015 |