Recent Developments in Machine Learning for Energy Systems Reliability Management
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DOI: 10.1109/jproc.2020.2988715
Abstract: This article reviews recent works applying machine learning (ML) techniques in the context of energy systems’ reliability assessment and control. We showcase both the progress achieved to date as well as the important future directions… read more here.
Keywords: energy systems; systems reliability; machine learning; reliability management ... See more keywords
An 8T SRAM With On-Chip Dynamic Reliability Management and Two-Phase Write Operation in 28-nm FDSOI
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Journal of Solid-State Circuits"
DOI: 10.1109/jssc.2019.2905343
Abstract: Bias temperature instability (BTI) degradation poses increasingly critical lifetime reliability design challenges in static random access memory (SRAM), as fabrication technology marches toward a very deep nanometer regime. This paper presents circuit techniques that enable… read more here.
Keywords: reliability management; dynamic reliability; chip dynamic; bti ... See more keywords
STREAM: Stress and Thermal Aware Reliability Management for 3-D ICs
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DOI: 10.1109/tcad.2018.2877019
Abstract: Accurate and fast reliability management is important for 3-D integrated circuits (3-D ICs) because of the severe on-chip thermal and reliability problems. However, due to the lack of stress information and difficulties in implementing management… read more here.
Keywords: thermal aware; management; stress thermal; reliability management ... See more keywords
COCKTAIL: Multicore Co-Optimization Framework With Proactive Reliability Management
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2021.3058959
Abstract: High-performance computing (HPC) servers aim to meet an increase in the number and complexity of tasks and, consequently, to address the energy efficiency challenge. In addition to energy efficiency, it is essential to manage lifetime… read more here.
Keywords: reliability management; energy; reliability; energy efficiency ... See more keywords