| Characterizing the deployment of deep neural networks on commercial edge devices R Hadidi, J Cao, Y Xie, B Asgari, T Krishna, H Kim 2019 IEEE International Symposium on Workload Characterization (IISWC), 35-48, 2019 | 143 | 2019 |
| Distributed perception by collaborative robots R Hadidi, J Cao, M Woodward, MS Ryoo, H Kim IEEE Robotics and Automation Letters 3 (4), 3709-3716, 2018 | 103 | 2018 |
| Toward collaborative inferencing of deep neural networks on Internet-of-Things devices R Hadidi, J Cao, MS Ryoo, H Kim IEEE Internet of Things Journal 7 (6), 4950-4960, 2020 | 96 | 2020 |
| Fafnir: Accelerating sparse gathering by using efficient near-memory intelligent reduction B Asgari, R Hadidi, J Cao, SK Lim, H Kim 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 89 | 2021 |
| Musical chair: Efficient real-time recognition using collaborative iot devices R Hadidi, J Cao, M Woodward, MS Ryoo, H Kim arXiv preprint arXiv:1802.02138, 2018 | 41 | 2018 |
| Real-time image recognition using collaborative iot devices R Hadidi, J Cao, M Woodward, MS Ryoo, H Kim Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament …, 2018 | 31 | 2018 |
| FiGO: Fine-Grained Query Optimization in Video Analytics J Cao, K Sarkar, R Hadidi, J Arulraj, H Kim Proceedings of the 2022 International Conference on Management of Data, 559-572, 2022 | 30 | 2022 |
| Collaborative execution of deep neural networks on internet of things devices R Hadidi, J Cao, MS Ryoo, H Kim arXiv preprint arXiv:1901.02537, 2019 | 26 | 2019 |
| Robustly executing DNNs in IoT systems using coded distributed computing R Hadidi, J Cao, MS Ryoo, H Kim Proceedings of the 56th Annual Design Automation Conference 2019, 1-2, 2019 | 23 | 2019 |
| Thia: Accelerating video analytics using early inference and fine-grained query planning J Cao, R Hadidi, J Arulraj, H Kim arXiv preprint arXiv:2102.08481, 2021 | 18 | 2021 |
| Securing gpu via region-based bounds checking J Lee, Y Kim, J Cao, E Kim, J Lee, H Kim Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 10 | 2022 |
| Characterizing the execution of deep neural networks on collaborative robots and edge devices ML Merck, B Wang, L Liu, C Jia, A Siqueira, Q Huang, A Saraha, D Lim, ... Proceedings of the Practice and Experience in Advanced Research Computing on …, 2019 | 10 | 2019 |
| An edge-centric scalable intelligent framework to collaboratively execute dnn J Cao, F Wu, R Hadidi, L Liu, T Krishna, MS Ryoo, H Kim Demo for SysML Conference, Palo Alto, CA, 2019 | 8 | 2019 |
| LCP: A low-communication parallelization method for fast neural network inference in image recognition R Hadidi, B Asgari, J Cao, Y Bae, DE Shim, H Kim, SK Lim, MS Ryoo, ... arXiv preprint arXiv:2003.06464, 2020 | 7 | 2020 |
| GPU Database Systems Characterization and Optimization J Cao, R Sen, M Interlandi, J Arulraj, H Kim Proceedings of the VLDB Endowment 17 (3), 441-454, 2023 | 6 | 2023 |
| EVA: An End-to-End Exploratory Video Analytics System GT Kakkar, J Cao, P Chunduri, Z Xu, SR Vyalla, P Dintyala, A Prabakaran, ... Proceedings of the Seventh Workshop on Data Management for End-to-End …, 2023 | 6 | 2023 |
| Creating robust deep neural networks with coded distributed computing for iot R Hadidi, J Cao, B Asgari, H Kim 2023 IEEE International Conference on Edge Computing and Communications …, 2023 | 5 | 2023 |
| Understanding the power consumption of executing deep neural networks on a distributed robot system R Hadidi, J Cao, ML Merck, A Siqueira, Q Huang, A Saraha, C Jia, ... Algorithms and Architectures for Learning in-the-Loop Systems in Autonomous …, 2019 | 5 | 2019 |
| Musical chair: Efficient real-time recognition using collaborative iot devices. arXiv 2018 R Hadidi, J Cao, M Woodward, MS Ryoo, H Kim arXiv preprint arXiv:1802.02138, 0 | 5 | |
| Revisiting Query Performance in GPU Database Systems J Cao, R Sen, M Interlandi, J Arulraj, H Kim arXiv preprint arXiv:2302.00734, 2023 | 4 | 2023 |
