| Optimizing sensor deployment and maintenance costs for large-scale environmental monitoring X Yu, K Ergun, L Cherkasova, TŠ Rosing IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 43 | 2020 |
| Fhdnn: Communication efficient and robust federated learning for aiot networks R Chandrasekaran*, K Ergun*, J Lee, D Nanjunda, J Kang, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 37-42, 2022 | 35 | 2022 |
| 𝖧𝗒𝖣𝖱𝖤𝖠: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System J Morris, K Ergun, B Khaleghi, M Imani, B Aksanli, T Simunic ACM Transactions on Embedded Computing Systems 21 (6), 1-25, 2022 | 26 | 2022 |
| Reinforcement learning based reliability-aware routing in IoT networks K Ergun, R Ayoub, P Mercati, T Rosing Ad Hoc Networks 132, 102869, 2022 | 26 | 2022 |
| ns3-fl: Simulating Federated Learning with ns-3 E Ekaireb, X Yu, K Ergun, Q Zhao, K Lee, M Huzaifa, T Rosing Proceedings of the 2022 Workshop on ns-3, 97-104, 2022 | 23 | 2022 |
| Hydrea: Towards more robust and efficient machine learning systems with hyperdimensional computing J Morris, K Ergun, B Khaleghi, M Imani, B Aksanli, T Rosing 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 723-728, 2021 | 22 | 2021 |
| Dynamic reliability management of multigateway IoT edge computing systems K Ergun, R Ayoub, P Mercati, TŠ Rosing IEEE Internet of Things Journal 10 (5), 3864-3889, 2022 | 21 | 2022 |
| RelIoT: Reliability Simulator for IoT Networks K Ergun, X Yu, N Nagesh, L Cherkasova, P Mercati, R Ayoub, T Rosing International Conference on Internet of Things, 63-81, 2020 | 21 | 2020 |
| Dynamic optimization of battery health in IoT networks K Ergun, R Ayoub, P Mercati, T Rosing 2019 IEEE 37th International Conference on Computer Design (ICCD), 648-655, 2019 | 13 | 2019 |
| Towards a robust and efficient classifier for real world radio signal modulation classification D Liu, K Ergun, TŠ Rosing ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 8 | 2023 |
| Simulating reliability of IoT networks with RelIoT K Ergun, X Yu, N Nagesh, L Cherkasova, P Mercati, R Ayoub, T Rosing 2020 50th Annual IEEE-IFIP International Conference on Dependable Systems …, 2020 | 8 | 2020 |
| Energy and QoS-aware dynamic reliability management of IoT edge computing systems K Ergun, R Ayoub, P Mercati, D Liu, T Rosing Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 7 | 2021 |
| Automating and optimizing reliability-driven deployment in energy-harvesting IoT networks X Yu, K Ergun, X Song, L Cherkasova, TŠ Rosing IEEE Transactions on Network and Service Management 20 (1), 787-799, 2022 | 5 | 2022 |
| Hydrea: Towards more robust and efficient machine learning systems with hyperdimensional computing. In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) J Morris, K Ergun, B Khaleghi, M Imani, B Aksanli, T Rosing IEEE, 2021 | 5 | 2021 |
| Federated Hyperdimensional Computing: Comprehensive Analysis and Robust Communication Y Tian*, R Chandrasekaran*, K Ergun*, X Yu, T Rosing ACM Transactions on Internet of Things 6 (3), 1-30, 2025 | 4 | 2025 |
| Improving mean time to failure of IoT networks with reliability-aware routing K Ergun, R Ayoub, P Mercati, T Rosing 2021 10th Mediterranean Conference on Embedded Computing (MECO), 1-4, 2021 | 3 | 2021 |
| Federated Hyperdimensional Computing K Ergun*, R Chandrasekaran*, T Rosing arXiv preprint arXiv:2312.15966, 2023 | 1 | 2023 |
| Vegetation Classification Using Hyperspectral Images F Li*, K Ergun*, OC Kilinc*, Y Qiao* | 1 | 2018 |
| Comparative analysis of hyperspectral feature extraction methods in vegetation classification M Öcal*, K Ergün*, GB Akar 2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017 | 1 | 2017 |
| Energy-Efficient and Reliability-Driven Management of IoT Systems K Ergun University of California, San Diego, 2022 | | 2022 |
