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Quartermaster relies on historical traces of observed demands, e.g., CPU, disk, and network demands, of applications.
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An alternative framework to account for the initial conditions problem is Wooldridge (2005) who proposes a Conditional Maximum Likelihood (CML) estimator, assuming the distribution conditional to the initial values and to the trace of the observed exogenous variables.
In their study, transcranial magnetic stimulation was used to show that observation of another individual performing simple repetitive thumb movements gives rise to a kinematically specific memory trace of the observed motions in this motor region.
In this article, we present a novel algorithm called LAMP Learning Action Modelss from Plan traces), to learn action models with quantifiers and logical implications from a set of observed plan traces with only partially observed intermediate state information.
The fitting of the theoretical extreme value distribution is performed for only the right tail of the observed traces of non-exceedence probabilities.
c Comparison of observed velocity waveforms (black traces) and synthetic velocity waveforms (red traces).
(top) Comparison of observed velocity waveforms (black traces) and synthetic velocity waveforms (red traces).
d Comparison of observed velocity waveforms (black traces) and synthetic velocity waveforms (red traces).
(bottom) Comparison of observed displacement waveforms (black traces) and synthetic displacement waveforms (red traces).
(b) Comparison of observed (black) and simulated (red) tsunami traces at stations TM1 and TM2.
Fig. 4. Comparison of observed (black) and simulated (red) tsunami traces at each DART station (21401, 21418, 21413) and OBPGs off Kushiro (PG1, PG2).
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