SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems

Addressing runtime uncertainties in Machine Learning-Enabled Systems (MLS) is crucial for maintaining Quality of Service (QoS). The Machine Learning Model Balancer is a concept that addresses these uncertainties by facilitating dynamic ML model switching, showing promise in improving QoS in MLS. Lev...

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Hauptverfasser: Marda, Arya, Kulkarni, Shubham, Vaidhyanathan, Karthik
Format: Artikel
Sprache:eng
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