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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

Autoscaling of microservice applications in containerized cloud environments remains a challenging problem due to complex inter-service dependencies, hierarchical deployment structures, and highly dynamic workloads. Existing autoscaling approaches are predominantly reactive or rely on homogeneous representations of sys...

M. Filippov, Manuel Mazzara · 0 citations

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