| DAS: Dynamic adaptive scheduling for energy-efficient heterogeneous SoCs AA Goksoy, A Krishnakumar, MS Hassan, AJ Farcas, A Akoglu, ... IEEE Embedded Systems Letters 14 (1), 51-54, 2021 | 19 | 2021 |
| Model elasticity for hardware heterogeneity in federated learning systems AJ Farcas, X Chen, Z Wang, R Marculescu Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning …, 2022 | 5 | 2022 |
| Enabling software-defined rf convergence with a novel coarse-scale heterogeneous processor DW Bliss, T Ajayi, A Akoglu, I Aliyev, T Basaklar, L Belayneh, D Blaauw, ... 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 443-447, 2022 | 5 | 2022 |
| MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning AJ Farcas, M Lee, RR Kompella, H Latapie, G De Veciana, R Marculescu Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023 | 3 | 2023 |
| A hardware prototype targeting distributed deep learning for on-device inference AJ Farcas, G Li, K Bhardwaj, R Marculescu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 3 | 2020 |
| Teaching Edge AI at the Undergraduate Level: A Hardware–Software Co-Design Approach AJ Farcas, R Marculescu Computer 56 (11), 30-38, 2023 | 1 | 2023 |
| Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity AJ Farcas, R Marculescu Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023 | 1 | 2023 |
| Mobile application for receipt fraud detection based on optical character recognition SL Jurj, AJ Farcas, F Opritoiu, M Vladutiu Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 62-72, 2020 | 1 | 2020 |
| CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning AJ Farcas, M Lee, A Payani, H Latapie, RR Kompella, R Marculescu 2024 IEEE/ACM Ninth International Conference on Internet-of-Things Design …, 2024 | | 2024 |
| Demo Abstract: Online Training and Inference for On-Device Monocular Depth Estimation AJ Farcas, G Cooper, HJ Song, A Mir, V Liew, C Tang, P Senthilkumar, ... 2024 IEEE/ACM Ninth International Conference on Internet-of-Things Design …, 2024 | | 2024 |
| Dynamic adaptive scheduling for energy-efficient heterogeneous systems-on-chip and related aspects C Chakrabarti, U Ogras, A Goksoy, A Krishnakumar, A Akoglu, ... US Patent App. 18/470,177, 2024 | | 2024 |
| 2024 IEEE/ACM Ninth International Conference on Internet-of-Things Design and Implementation (IoTDI)| 979-8-3503-7025-6/24/$31.00© 2024 IEEE| DOI: 10.1109/IoTDI61053. 2024.00032 F Ahmad, A Akintola, H Alemzadeh, B Al Muhander, A Cabral, ... | | |