Search Results - "Pimentel, Juliano"
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Towards a Real-Time Smart Prognostics and Health Management (PHM) of Safety Critical Embedded Systems
Published in 2022 25th Euromicro Conference on Digital System Design (DSD) (01-08-2022)“…Machine learning techniques for the prognostics and health management of safety critical embedded systems is an area that has raised an increased interest…”
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Conference Proceeding -
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Towards MPSoC Enabled Subsea Embedded Systems for Fault Tolerant Applications
Published in 2019 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) (01-07-2019)“…Devices combining System-on-Chip (SoC) multi-core processors with Field Programmable Gate Arrays (FPGAs) are quite well known and have been used in industrial…”
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Conference Proceeding -
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Communication Network Optimization for Subsea Processing Fields Development
Published in 2019 Petroleum and Chemical Industry Conference Europe (PCIC EUROPE) (01-05-2019)“…A new generation of subsea equipment on process and power systems have been qualified which requires state-of-the-art technology to support the requirements on…”
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Conference Proceeding -
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A Comprehensive Machine Learning Methodology for Embedded Systems PHM
Published in 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) (01-11-2023)“…Techniques of Machine Learning (ML) have recently been widely used in several applications, but not much for embedded systems, particularly those of…”
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Conference Proceeding -
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A Novel Real-Time Framework for Embedded Systems Health Monitoring
Published in 2023 26th Euromicro Conference on Digital System Design (DSD) (06-09-2023)“…This paper proposes a real-time framework, used as a multi-step ahead forecasting system that can be used for prognostics and health management (PHM), aiming…”
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Conference Proceeding