Concepedia

On accurate prediction of cloud workloads with adaptive pattern mining

Liang Bao, Jin Yang, Zhengtong Zhang, Wenjing Liu, Junhao Chen, Chase Q. Wu

The Journal of Supercomputing · 2022 · 18 citations · 36 references

Concepts

ComputingCloud ComputingComputer ScienceCloud ArchitectureData MiningMachine LearningCloud Data ManagementCloud ForecastingCloud Resource ManagementCompute Resource ManagementResource SchedulingWorkload SchedulingCloud Resource ForecastingCloud Resource Performance ModelingCloud Resource Utilization AnalysisCloud Usage ForecastingCloud Usage Pattern MiningCloud Workload ManagementPattern Mining

References

36

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

A. Sherstinsky · Physica D Nonlinear Phenomena · 2020 · 5.4K citations · Full text

Computing, Computer Science, Machine Learning +9

Ensemble learning: A survey

Omer Sagi, Lior Rokach · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2018 · 3K citations

Computing, Computer Science, Data Science +16

Tian Zhang, Raghu Ramakrishnan, Miron Livny · ACM SIGMOD Record · 1996 · 2.1K citations · Full text

Computing, Computer Science, Data Management +14

Distribution of Residual Autocorrelations in Autoregressive-Integrated Moving Average Time Series Models

George E. P. Box, David A. Pierce · Journal of the American Statistical Association · 1970 · 2K citations

Computing, Economics, Econometrics +15