Concepedia

Workload time series prediction in storage systems: a deep learning based approach

Li Ruan, Shaoning Li, Shuibing He, Limin Xiao

Cluster Computing · 2021 · 69 citations · 34 references

Concepts

ComputingComputer SystemsInformation TechnologyMachine LearningStorage SystemsTime Series AnalysisData Storage SystemsDeep LearningStorage ManagementTime Series ForecastingTime Series ModelingTime Series PredictionDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingRecurrent Neural Network ForecastingResource Consumption ForecastingStorage Performance ModelingWorkload Prediction

References

34

Time Series Analysis: Forecasting and Control

Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins · Journal of Marketing Research · 1977 · 19.3K citations

Computing, Data Science, Forecasting +11

Time Series Analysis.

Jörg Breitung, James D. Hamilton · Contemporary Sociology A Journal of Reviews · 1995 · 11.2K citations

Social Sciences, Economics, Econometrics +7

From Feedforward to Recurrent LSTM Neural Networks for Language Modeling

Martin Sundermeyer, Hermann Ney, Ralf Schlüter · IEEE/ACM Transactions on Audio Speech and Language Processing · 2015 · 511 citations

Computing, Computer Science, Computational Linguistics +16

IEEE Transactions on Services Computing

Alan R. Hevner, Denghui Zhang, Junfeng Zhao · 2010 · 272 citations

Computing, Computer Science, Computer Systems +11

Workload prediction in cloud using artificial neural network and adaptive differential evolution

Jitendra Kumar, Ashutosh Kumar Singh · Future Generation Computer Systems · 2017 · 265 citations

Computing, Cloud Computing, Computer Science +16