क्यूआर कोड

What Gets Measured Gets Improved: Monitoring Machine Learning Applications in Their Production Environments

Machine learning (ML) applications face many new, hardly predictable aspects in their production environments. Detecting new aspects in an ML production environment and understanding their impacts on the ML application is crucial if organizations are to ensure ML applications functionality. A monito...

पूर्ण विवरण

में बचाया:
मुख्य लेखकों: Dominik Protschky, Luis Lammermann, Peter Hofmann, Nils Urbach
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: IEEE 2025-01-01
श्रृंखला:IEEE Access
विषय:
Machine learning
MLOps
monitoring
software engineering
ऑनलाइन पहुंच:https://ieeexplore.ieee.org/document/10886935/
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