Coherent quality management for big data systems: a dynamic approach for stochastic time consistency

Big data systems for reinforcement learning have often exhibited problems (e.g., failures or errors) when their components involve stochastic nature with the continuous control actions of reliability and quality. The complexity of big data systems and their stochastic features raise the challenge of...

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Veröffentlicht in:Annals of operations research 2019-06, Vol.277 (1), p.3-32
Hauptverfasser: Chen, Yi-Ting, Sun, Edward W., Lin, Yi-Bing
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Sprache:eng
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