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A risk-sensitive task offloading strategy for edge computing in industrial Internet of Things2021 EURASIP Journal on Wireless Communications and Networking article Computer Science IoT and Edge/Fog Computing Open access cited by 2 patents
Xiaoyu Hao, Ruohai Zhao, Tao Yang, Yulin Hu, Bo Hu, Yuhe Qiu
9citations -
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge2021 IEEE Access article Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Paola Busia, Svetlana Minakova, Todor P. Stefanov, Luigi Raffo, Paolo Meloni
9citations -
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Internet Traffic Analysis and Secure E-voting cited by 1 patent
Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more
57citations -
The Fornax 3D project : PNe populations and stellar metallicity in edge-on galaxies2021 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena
P. M. Galán-de Anta, M. Sarzi, T. W. Spriggs, Boris Nedelchev, Francesca Pinna, Ignacio Martín-Navarro, +13 more
2citations -
Utilizing the Switching Stochasticity of HfO2/TiOx-Based ReRAM Devices and the Concept of Multiple Device Synapses for the Classification of Overlapping and Noisy Patterns
Christopher Bengel, Felix Cüppers, Melika Payvand, Regina Dittmann, Rainer M. Waser, Susanne Hoffmann‐Eifert, +1 more
35citations -
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation2021 IEEE Transactions on Geoscience and Remote Sensing article Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batič, Léonie Buckley, Aubrey K. Dunne, +6 more
223citations -
Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
Lightweight Automatic Modulation Classification Based on Decentralized Learning2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification
Xue Gang Fu, Guan Gui, Yu Wang, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, Haris Gacanin, +1 more
96citations -
Federated Deep Learning for Collaborative Intrusion Detection in Heterogeneous Networks2021 IEEE Vehicular Technology Conference conference-paper Computer Science Network Security and Intrusion Detection
Segun Isaiah Popoola, Guan Gui, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Haris Gacanin
28citations