Nokia Solutions and Networks Oy

Yue Jin

Armen Aghasaryan

Makram Bouzid

Dimitre Davidov Kostadinov

An apparatus () manages resources of a resource-controlled system (), e.g. data processing resources in a data processing system. The resource-controlled system () has resource-elasticity, namely it may operate in several states involving different amounts of system resources. The resource management apparatus () may select a modification action having at least one resource variation parameter. The resource variation parameter represents a resource quantity to be added or removed in the resource-controlled system (). The apparatus () may update a value function of an adaptive learning agent () as a function of performance metrics () measured after the resources of the resource-controlled system have been modified by effecting the modification action. Responsive to a safety criterion not being fulfilled, a finer resource variation parameter may be substituted.

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Boulogne-Billancourt, France

Yue Jin