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ACTION SPACE REDUCTION FOR CLOUD AUTO-SCALING APPLICATIONS
ACTION SPACE REDUCTION FOR CLOUD AUTO-SCALING APPLICATIONS
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机译：用于云自动缩放应用程序的动作空间减少
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摘要
A scaling device for scaling a plurality of processing units, the scaling device comprising a learning unit configured to determine a plurality of Q values for a plurality of scaling actions in a given state of the plurality of processing units, a merging unit configured to merge a subset of the plurality of Q values to obtain a merged Q value and to store the merged Q value and a corresponding merged scaling action in a database, and a control unit configured to control the plurality of processing units to perform a preferred scaling action based on the database.
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