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Assessing the Reliability of Different Split Computing Neural Network Applications
2024 Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Reorda, Matteo Sonza
Benchmarking Different Strategies for Offloading ROS2 Computation to the Edge
2024 Cacciabue, Daniele; Marino, Jacopo; Aglieco, Francesco; Levorato, Marco; Perroni, Domenico; Risso, Fulvio
Edge Computing with Early Exiting for Adaptive Inference in Mobile Autonomous Systems
2024 Angelucci, Simone; Valentini, Roberto; Levorato, Marco; Santucci, Fortunato; Chiasserini, Carla Fabiana
Effective Application-level Error Modeling of Permanent Faults on AI Accelerators
2024 Pessia, Francesco; Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo
Enhancing the Reliability of Split Computing Deep Neural Networks
2024 Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S.
Evaluating the Reliability of Supervised Compression for Split Computing
2024 Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo
Tensor Compression and Reconstruction in Split DNN for Real-time Object Detection at the Edge
2024 Yu, YEN-CHIA; Levorato, Marco; Chiasserini, Carla Fabiana
Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems
2023 Guerrero-Balaguera, Juan-David; Harshbarger, Ian A.; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Assessing the Reliability of Different Split Computing Neural Network Applications / Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Reorda, Matteo Sonza. - (2024). (Intervento presentato al convegno 2024 IEEE 25th Latin American Test Symposium (LATS) tenutosi a Maceio (BRA) nel 09-12 April 2024) [10.1109/lats62223.2024.10534618]. | 1-gen-2024 | Esposito, GiuseppeGuerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoReorda, Matteo Sonza | Assessing_the_Reliability_of_Different_Split_Computing_Neural_Network_Applications.pdf |
| Benchmarking Different Strategies for Offloading ROS2 Computation to the Edge / Cacciabue, Daniele; Marino, Jacopo; Aglieco, Francesco; Levorato, Marco; Perroni, Domenico; Risso, Fulvio. - (2024), pp. 49-54. (Intervento presentato al convegno 2024 IEEE 10th International Conference on Network Softwarization (NetSoft) tenutosi a St. Louis, MO (USA) nel 24-28 June 2024) [10.1109/NetSoft60951.2024.10588914]. | 1-gen-2024 | Cacciabue, DanieleMarino, JacopoLevorato, MarcoRisso, Fulvio + | Benchmarking_Different_Strategies_for_Offloading_ROS2_Computation_to_the_Edge.pdf; Benchmarking_Different_Strategies_for_Offloading_ROS2_Computation_to_the_Edge.pdf |
| Edge Computing with Early Exiting for Adaptive Inference in Mobile Autonomous Systems / Angelucci, Simone; Valentini, Roberto; Levorato, Marco; Santucci, Fortunato; Chiasserini, Carla Fabiana. - ELETTRONICO. - (2024), pp. 2080-2085. (Intervento presentato al convegno ICC 2024 - IEEE International Conference on Communications tenutosi a Denver (USA) nel 09-13 June 2024) [10.1109/ICC51166.2024.10622411]. | 1-gen-2024 | Marco LevoratoCarla Fabiana Chiasserini + | a495-angelucci final.pdf; Edge_Computing_with_Early_Exiting_for_Adaptive_Inference_in_Mobile_Autonomous_Systems.pdf |
| Effective Application-level Error Modeling of Permanent Faults on AI Accelerators / Pessia, Francesco; Guerrero-Balaguera, Juan-David; Limas Sierra, Robert; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo. - ELETTRONICO. - (2024), pp. 1-7. (Intervento presentato al convegno International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Rennes (FRA) nel 03-05 July 2024) [10.1109/iolts60994.2024.10616087]. | 1-gen-2024 | Guerrero-Balaguera, Juan-DavidLimas Sierra, RobertRodriguez Condia, Josie E.Levorato, MarcoSonza Reorda, Matteo + | Effective_Application-level_Error_Modeling_of_Permanent_Faults_on_AI_Accelerators.pdf |
| Enhancing the Reliability of Split Computing Deep Neural Networks / Esposito, G.; Guerrero-Balaguera, J. -D.; Condia, J. E. R.; Levorato, M.; Reorda, M. S.. - (2024), pp. 1-7. (Intervento presentato al convegno 2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS) tenutosi a Rennes (FR) nel 03-05 July 2024) [10.1109/IOLTS60994.2024.10616071]. | 1-gen-2024 | Esposito G.Guerrero-Balaguera J. -D.Condia J. E. R.Levorato M.Reorda M. S. | _IOLTS2024__Hardening_Split_Computing_DNNs.pdf; Enhancing_the_Reliability_of_Split_Computing_Deep_Neural_Networks.pdf |
| Evaluating the Reliability of Supervised Compression for Split Computing / Guerrero-Balaguera, Juan-David; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 IEEE 42nd VLSI Test Symposium (VTS) tenutosi a Tempe (USA) nel 22-24 April 2024) [10.1109/vts60656.2024.10538938]. | 1-gen-2024 | Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoSonza Reorda, Matteo | Evaluating_the_Reliability_of_Supervised_Compression_for_Split_Computing.pdf |
| Tensor Compression and Reconstruction in Split DNN for Real-time Object Detection at the Edge / Yu, YEN-CHIA; Levorato, Marco; Chiasserini, Carla Fabiana. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) tenutosi a Madrid (Spain) nel 08-11 July 2024) [10.1109/MeditCom61057.2024.10621382]. | 1-gen-2024 | Yenchia YuMarco LevoratoCarla Fabiana Chiasserini | Rex_Marco-2.pdf; Chisserini-Tensor.pdf |
| Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems / Guerrero-Balaguera, Juan-David; Harshbarger, Ian A.; Rodriguez Condia, Josie E.; Levorato, Marco; Sonza Reorda, Matteo. - (2023), pp. 1-4. (Intervento presentato al convegno 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE) tenutosi a Helsinki (FIN) nel 19-21 June 2023) [10.1109/ISIE51358.2023.10227928]. | 1-gen-2023 | Guerrero-Balaguera, Juan-DavidRodriguez Condia, Josie E.Levorato, MarcoSonza Reorda, Matteo + | Reliability_Estimation_of_Split_DNN_Models_for_Distributed_Computing_in_IoT_Systems.pdf |