| MLCAD: A Survey of Research in Machine Learning for CAD - Keynote Paper M Rapp, H Amrouch, Y Lin, B Yu, DZ Pan, M Wolf, J Henkel IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 89 | 2021 |
| Federated learning for computationally constrained heterogeneous devices: A survey K Pfeiffer, M Rapp, R Khalili, J Henkel ACM Computing Surveys 55 (14s), 1-27, 2023 | 56 | 2023 |
| Power-and Cache-Aware Task Mapping with Dynamic Power Budgeting for Many-Cores M Rapp, M Sagi, A Pathania, A Herkersdorf, J Henkel IEEE Transactions on Computers (TC) 69 (1), 2020 | 37 | 2020 |
| Neural Network-based Performance Prediction for Task Migration on S-NUCA Many-Cores M Rapp, A Pathania, T Mitra, J Henkel IEEE Transactions on Computers (TC), 2020 | 35 | 2020 |
| Performance, Power and Cooling Trade-Offs with NCFET-based Many-Cores M Rapp, S Salamin, H Amrouch, G Pahwa, Y Chauhan, J Henkel Design Automation Conference (DAC), 41, 2019 | 29 | 2019 |
| CoMeT: An integrated interval thermal simulation toolchain for 2D, 2.5 D, and 3D processor-memory systems L Siddhu, R Kedia, S Pandey, M Rapp, A Pathania, J Henkel, PR Panda ACM Transactions on Architecture and Code Optimization (TACO) 19 (3), 1-25, 2022 | 24 | 2022 |
| A Lightweight Nonlinear Methodology to Accurately Model Multicore Processor Power M Sagi, NAV Doan, M Rapp, T Wild, J Henkel, A Herkersdorf IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 24 | 2020 |
| Prediction-Based Task Migration on S-NUCA Many-Cores M Rapp, A Pathania, T Mitra, J Henkel Design, Automation & Test in Europe Conference & Exhibition (DATE), 1579-1582, 2019 | 24 | 2019 |
| SmartBoost: Lightweight ML-Driven Boosting for Thermally-Constrained Many-Core Processors M Rapp, MB Sikal, H Khdr, J Henkel ACM/IEEE Design Automation Conference (DAC), 265-270, 2021 | 18 | 2021 |
| Hybrid Application Mapping for Composable Many-Core Systems: Overview and Future Perspective B Pourmohseni, M Glaß, J Henkel, H Khdr, M Rapp, V Richthammer, ... Journal of Low Power Electronics and Applications 10 (4), 38, 2020 | 18 | 2020 |
| NCFET-Aware Voltage Scaling S Salamin, M Rapp, H Amrouch, G Pahwa, Y Chauhan, J Henkel International Symposium on Low Power Electronics and Design (ISLPED), 1-6, 2019 | 18 | 2019 |
| DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems M Rapp, R Khalili, K Pfeiffer, J Henkel Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8062-8071, 2022 | 16 | 2022 |
| Minimizing Excess Timing Guard Banding Under Transistor Self-Heating Through Biasing at Zero-Temperature Coefficient S Salamin, VM Van Santen, M Rapp, J Henkel, H Amrouch IEEE Access 9, 30687-30697, 2021 | 16 | 2021 |
| CoCo-FL: Communication-and Computation-Aware Federated Learning via Partial NN Freezing and Quantization K Pfeiffer, M Rapp, R Khalili, J Henkel arXiv preprint arXiv:2203.05468, 2022 | 15 | 2022 |
| Power-Efficient Heterogeneous Many-Core Design with NCFET Technology S Salamin, M Rapp, A Pathania, A Maity, J Henkel, T Mitra, H Amrouch IEEE Transactions on Computers (TC), 1-1, 2020 | 15 | 2020 |
| Smart Thermal Management for Heterogeneous Multicores J Henkel, H Khdr, M Rapp Design, Automation & Test in Europe Conference & Exhibition (DATE), 132-137, 2019 | 15 | 2019 |
| Pareto-Optimal Power-and Cache-Aware Task Mapping for Many-Cores with Distributed Shared Last-Level Cache M Rapp, A Pathania, J Henkel International Symposium on Low Power Electronics and Design (ISLPED), 6, 2018 | 15 | 2018 |
| Distributed Learning on Heterogeneous Resource-Constrained Devices M Rapp, R Khalili, J Henkel arXiv preprint arXiv:2006.05403, 2020 | 14 | 2020 |
| Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors M Sagi, M Rapp, H Khdr, Y Zhang, N Fasfous, NAV Doan, T Wild, ... Design, Automation & Test in Europe Conference & Exhibition (DATE), 1685-1690, 2021 | 13 | 2021 |
| Dynamic Power and Energy Management for NCFET-Based Processors S Salamin, M Rapp, J Henkel, A Gerstlauer, H Amrouch IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 12 | 2020 |