Orchestration of Sustainable Mixed-Criticality Systems Over Heterogenous Edge Nodes

Industry 4.0 introduces cloud-native technologies to industrial systems, requiring orchestration of mixed-criticality workloads on shared edge hardware. We extend the K4.0s framework with a scheduling algorithm that considers workload criticality, node assurance, and energy efficiency. A method for computing node assurance is validated on two ARM-based platforms using real-time and AI benchmarks. Simulations show that our assurance-aware scheduler improves reliability and reduces energy consumption compared to standard approaches.

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Publication Details

Published
2025-06-23
DOI
https://doi.org/10.1109/dsn-w65791.2025.00044
Primary Topic
Embedded Systems Design Techniques
Type
article
Field-Weighted Citation Impact
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article

Orchestration of Sustainable Mixed-Criticality Systems Over Heterogenous Edge Nodes

Luigi De Simone, Davide De Vita, Marcello Cinque, Francesco Boccola et al.
Embedded Systems Design Techniques
article

Orchestration of Sustainable Mixed-Criticality Systems Over Heterogenous Edge Nodes

Luigi De Simone, Davide De Vita, Marcello Cinque, Francesco Boccola, Nike Di Giacomo
article en

Abstract

Industry 4.0 introduces cloud-native technologies to industrial systems, requiring orchestration of mixed-criticality workloads on shared edge hardware. We extend the K4.0s framework with a scheduling algorithm that considers workload criticality, node assurance, and energy efficiency. A method for computing node assurance is validated on two ARM-based platforms using real-time and AI benchmarks. Simulations show that our assurance-aware scheduler improves reliability and reduces energy consumption compared to standard approaches.

Federico II University Hospital (IT), University of Naples Federico II (IT)
Life in Land, Responsible consumption and production
Openalex Percentile: Top 83%
Embedded Systems Design Techniques
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