Graphpim: Enabling instruction-level pim offloading in graph computing frameworks L Nai, R Hadidi, J Sim, H Kim, P Kumar, H Kim 2017 IEEE International symposium on high performance computer architecture …, 2017 | 240 | 2017 |
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 | 64 | 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 | 62 | 2018 |
Demystifying the characteristics of 3D-stacked memories: A case study for hybrid memory cube R Hadidi, B Asgari, BA Mudassar, S Mukhopadhyay, S Yalamanchili, ... 2017 IEEE international symposium on Workload characterization (IISWC), 66-75, 2017 | 56 | 2017 |
CAIRO: A compiler-assisted technique for enabling instruction-level offloading of processing-in-memory R Hadidi, L Nai, H Kim, H Kim ACM Transactions on Architecture and Code Optimization (TACO) 14 (4), 1-25, 2017 | 49 | 2017 |
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 | 34 | 2020 |
Performance implications of NoCs on 3D-stacked memories: Insights from the hybrid memory cube R Hadidi, B Asgari, J Young, BA Mudassar, K Garg, T Krishna, H Kim 2018 IEEE international symposium on Performance analysis of systems and …, 2018 | 32 | 2018 |
Batch-aware unified memory management in GPUs for irregular workloads H Kim, J Sim, P Gera, R Hadidi, H Kim Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 31 | 2020 |
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 | 30 | 2018 |
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 | 29 | 2021 |
Alrescha: A lightweight reconfigurable sparse-computation accelerator B Asgari, R Hadidi, T Krishna, H Kim, S Yalamanchili 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 25 | 2020 |
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 | 25 | 2018 |
Eridanus: Efficiently running inference of dnns using systolic arrays B Asgari, R Hadidi, H Kim, S Yalamanchili Ieee micro 39 (5), 46-54, 2019 | 23 | 2019 |
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 | 21 | 2019 |
CoolPIM: Thermal-aware source throttling for efficient PIM instruction offloading L Nai, R Hadidi, H Xiao, H Kim, J Sim, H Kim 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 21 | 2018 |
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 | 18 | 2019 |
Coda: Enabling co-location of computation and data for multiple gpu systems H Kim, R Hadidi, L Nai, H Kim, N Jayasena, Y Eckert, O Kayiran, G Loh ACM Transactions on Architecture and Code Optimization (TACO) 15 (3), 1-23, 2018 | 15 | 2018 |
Lodestar: Creating locally-dense cnns for efficient inference on systolic arrays B Asgari, R Hadidi, H Kim, S Yalamanchili Proceedings of the 56th Annual Design Automation Conference 2019, 1-2, 2019 | 14 | 2019 |
Pisces: power-aware implementation of slam by customizing efficient sparse algebra B Asgari, R Hadidi, NS Ghaleshahi, H Kim 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 9 | 2020 |
An Edge-Centric Scalable Intelligent Framework To Collaboratively Execute DNN J Cao, F Wu, R Hadidi, L Liu, T Krishna, MS Ryoo, H Kim Conference on Systems and Machine Learning (SysML), 2019 | 9 | 2019 |