Concepedia

A multi-output prediction model for physical machine resource usage in cloud data centers

Yongde Zhang, Fagui Liu, Bin Wang, Weiwei Lin, Guoxiang Zhong, Minxian Xu, Keqin Li

Future Generation Computer Systems · 2022 · 14 citations · 36 references

Concepts

Cluster ComputingData Center ManagementEngineeringMulti-output Prediction ModelData ScienceEnergy ManagementEdge ComputingEnergy EfficiencyPredictive AnalyticsCloud ComputingData Center SystemCloud Data CentersDistributed Resource ManagementSystems EngineeringData CentersGreen Data CenterForecastingCloud Resource Management

References

36

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 22.9K citations · Full text

ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOISE-ASSISTED DATA ANALYSIS METHOD

Zhaohua Wu, Norden E. Huang · Advances in Adaptive Data Analysis · 2008 · 8.4K citations

White Noise, Statistical Signal Processing, Engineering +12

Permutation Entropy: A Natural Complexity Measure for Time Series

Christoph Bandt, Bernd Pompe · Physical Review Letters · 2002 · 4.6K citations

Deterministic Dynamical System, Engineering, Chaos Theory +11

Recurrent neural networks and robust time series prediction

Jerome T. Connor, R. Douglas Martin, Les Atlas · IEEE Transactions on Neural Networks · 1994 · 1.3K citations

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012

Andreas Müller, Dino Sejdinović, Robert J. Piechocki · 2012 · 1K citations

Engineering, Health Sciences, Acoustic Signal Processing +13