Machine Learning for Predictive Diagnostics at the Edge: an IIoT Practical Example
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Luca Foschini | Paolo Bellavista | Domenico Scotece | Roberto Della Penna | P. Bellavista | L. Foschini | Domenico Scotece
[1] Katharina Morik,et al. Realization of Random Forest for Real-Time Evaluation through Tree Framing , 2018, 2018 IEEE International Conference on Data Mining (ICDM).
[2] Weisong Shi,et al. The Promise of Edge Computing , 2016, Computer.
[3] Daniel Hafner,et al. Prediction of Failures in the Air Pressure System of Scania Trucks Using a Random Forest and Feature Engineering , 2016, IDA.
[4] Charles C. Byers,et al. Architectural Imperatives for Fog Computing: Use Cases, Requirements, and Architectural Techniques for Fog-Enabled IoT Networks , 2017, IEEE Communications Magazine.
[5] Shai Ben-David,et al. Understanding Machine Learning: From Theory to Algorithms , 2014 .
[6] Rudolf Mathar,et al. Deep Reinforcement Learning based Resource Allocation in Low Latency Edge Computing Networks , 2018, 2018 15th International Symposium on Wireless Communication Systems (ISWCS).
[7] Amit P. Sheth,et al. On Using the Intelligent Edge for IoT Analytics , 2017, IEEE Intelligent Systems.
[8] Prem Prakash Jayaraman,et al. Internet of Things and Edge Cloud Computing Roadmap for Manufacturing , 2016, IEEE Cloud Computing.
[9] Wu He,et al. Internet of Things in Industries: A Survey , 2014, IEEE Transactions on Industrial Informatics.
[10] Octavian Morariu,et al. Edge Computing in Industrial IoT Framework for Cloud-based Manufacturing Control , 2018, 2018 22nd International Conference on System Theory, Control and Computing (ICSTCC).
[11] Xue Zhang,et al. ERDT: Energy-Efficient Reliable Decision Transmission for Intelligent Cooperative Spectrum Sensing in Industrial IoT , 2015, IEEE Access.
[12] Michael W. Condry,et al. Using Smart Edge IoT Devices for Safer, Rapid Response With Industry IoT Control Operations , 2016, Proceedings of the IEEE.
[13] Baoxin Li,et al. Strategies for Re-Training a Pruned Neural Network in an Edge Computing Paradigm , 2017, 2017 IEEE International Conference on Edge Computing (EDGE).
[14] Qin Zhang,et al. Edge Computing in IoT-Based Manufacturing , 2018, IEEE Communications Magazine.