SINGH, GURTAJ
SINGH, GURTAJ
Dipartimento di Ingegneria dell'Informazione, delle Infrastrutture e dell'Energia Sostenibile
Compressing and Fine-tuning DNNs for Efficient Inference in Mobile Device-Edge Continuum
2024-01-01 Singh, G.; Chukhno, O.; Campolo, C.; Molinaro, A.; Chiasserini, C. F.
Enabling Edge-based Federated Learning through MQTT and OMA Lightweight-M2M
2022-01-01 Genovese, G.; Singh, G.; Campolo, C.; Molinaro, A.
Improving distributed intelligence solutions in 6G systems
2025-04-01 Singh, Gurtaj
In-Network Edge Split Inference via Named Data Networking
2025-01-01 Amadeo, Marica; Campolo, Claudia; Molinaro, Antonella; Ruggeri, Giuseppe; Singh, Gurtaj
Machine Learning Performance at the Edge: When to Offload an Inference Task
2023-01-01 Chukhno, O.; Singh, G.; Campolo, C.; Molinaro, A.; Chiasserini, C. F.
Mitigating the Communication Straggler Effect in Federated Learning via Named Data Networking
2024-01-01 Amadeo, Marica; Campolo, Claudia; Molinaro, Antonella; Ruggeri, Giuseppe; Singh, Gurtaj
Scalable and interoperable edge-based federated learning in IoT contexts
2023-01-01 Campolo, C.; Genovese, G.; Singh, G.; Molinaro, A.
Traffic-Aware DNN Inference Task Offloading in the Mobile Device-Edge Continuum
2025-01-01 Chukhno, Olga; Singh, Gurtaj; Campolo, Claudia; Chiasserini, Carla Fabiana; Molinaro, Antonella
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Compressing and Fine-tuning DNNs for Efficient Inference in Mobile Device-Edge Continuum | 1-gen-2024 | Singh, G.; Chukhno, O.; Campolo, C.; Molinaro, A.; Chiasserini, C. F. | |
| Enabling Edge-based Federated Learning through MQTT and OMA Lightweight-M2M | 1-gen-2022 | Genovese, G.; Singh, G.; Campolo, C.; Molinaro, A. | |
| Improving distributed intelligence solutions in 6G systems | 1-apr-2025 | Singh, Gurtaj | |
| In-Network Edge Split Inference via Named Data Networking | 1-gen-2025 | Amadeo, Marica; Campolo, Claudia; Molinaro, Antonella; Ruggeri, Giuseppe; Singh, Gurtaj | |
| Machine Learning Performance at the Edge: When to Offload an Inference Task | 1-gen-2023 | Chukhno, O.; Singh, G.; Campolo, C.; Molinaro, A.; Chiasserini, C. F. | |
| Mitigating the Communication Straggler Effect in Federated Learning via Named Data Networking | 1-gen-2024 | Amadeo, Marica; Campolo, Claudia; Molinaro, Antonella; Ruggeri, Giuseppe; Singh, Gurtaj | |
| Scalable and interoperable edge-based federated learning in IoT contexts | 1-gen-2023 | Campolo, C.; Genovese, G.; Singh, G.; Molinaro, A. | |
| Traffic-Aware DNN Inference Task Offloading in the Mobile Device-Edge Continuum | 1-gen-2025 | Chukhno, Olga; Singh, Gurtaj; Campolo, Claudia; Chiasserini, Carla Fabiana; Molinaro, Antonella |