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What is HDEM A Hierarchical Dynamic Ensemble Model about?
The document presents the Hierarchical Dynamic Ensemble Model (HDEM) for predicting job runtimes in High Performance Computing (HPC) systems, addressing challenges posed by dynamic workloads. HDEM utilizes an ensemble-of-ensembles architecture and incorporates a prediction degradation detection mechanism to enhance accuracy and adaptability. Evaluations show that HDEM outperforms conventional models, providing reliable runtime estimates and improving overall system performance.
- Author
- bao.trandang
- Language
- EN