Author

Pei-Ni Liu

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Preprint Sep 2026

GreenPipe: Power Modeling for Containerized DNN Inference on Kubernetes Edge Nodes

This work presents GreenPipe, an automated profiling-training-validation pipeline that builds multi-resource regression models from external power meter measurements and attributes power to containers proportionally, exposing performance-energy trade-offs across workload configurations.

Meng-Xue Wang, Pei-Ni Liu, Amirhosein Taherkordi et al. · 0 citations

Conference Jul 2026

CloudSkin: AI-Based Learning Plane for Autonomic Management in the Cloud-Edge Continuum

CloudSkin aims to create a cognitive cloud-edge continuum platform that optimally exploits heterogeneous resources. Using AI, the platform automatically adapts to system and application behavior, and enables secure and seamless service deployment. Barcelona Supercomputing Center has led the design and development of an...

Peini Liu, Joan Oliveras Torra, Marc Palacín et al. · Annual International Compute... · 0 citations