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Evolutionary approaches to signal decomposition in an application service management system

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Figure

Fig. 1: Comparison of a sample time–series of CPU-bound action count and execution time in 1 second aggregates.Actions time–series are shown in red whilst resources utilized (CPU) time-series are in blue
Fig.2:ASMsystemincorporatingtheASM-SDmethodology.
Fig. 3: The search space of an ASM system having four actions and a single resource being utilized
Fig. 4: The ASM system test framework.
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