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M. Filippov

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Open access 2026

HGT-Autoscaler: Dependency-Aware Proactive Scaling of Microservices Using Heterogeneous Graph Transformers

HGT-Autoscaler is proposed, a dependency-aware proactive autoscaling framework based on Heterogeneous Graph Transformers that leverages relation-aware attention mechanisms to learn expressive system representations and forecast resource requirements in a proactive manner.

M. Filippov, Manuel Mazzara · 0 citations

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