Structural Optimization of the Resource Consumption Forecasting Models in Virtualized Environment
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[1] Rob J Hyndman,et al. Forecasting with Exponential Smoothing: The State Space Approach , 2008 .
[2] Fotios Petropoulos,et al. forecast: Forecasting functions for time series and linear models , 2018 .
[3] Rob J. Hyndman,et al. Forecasting with Exponential Smoothing , 2008 .
[4] Peter A. Dinda,et al. An Extensible Toolkit for Resource Prediction In Distributed Systems , 1999 .
[5] Magne Jørgensen,et al. Experience With the Accuracy of Software Maintenance Task Effort Prediction Models , 1995, IEEE Trans. Software Eng..
[6] G. Gross,et al. Short-term load forecasting , 1987, Proceedings of the IEEE.
[7] Pasi Liljeberg,et al. LiRCUP: Linear Regression Based CPU Usage Prediction Algorithm for Live Migration of Virtual Machines in Data Centers , 2013, 2013 39th Euromicro Conference on Software Engineering and Advanced Applications.
[8] Alexandru Iosup,et al. Statistical Characterization of Business-Critical Workloads Hosted in Cloud Datacenters , 2015, 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.
[9] Mohsen Guizani,et al. Energy-Efficient Resource Allocation and Provisioning Framework for Cloud Data Centers , 2015, IEEE Transactions on Network and Service Management.
[10] G. K. Rajini,et al. A Comparative Study on CPU Load Predictions in a Computational Grid using Artificial Neural Network Algorithms , 2015 .
[11] Evgenia Smirni,et al. PRACTISE: Robust prediction of data center time series , 2015, 2015 11th International Conference on Network and Service Management (CNSM).
[12] Zhen Xiao,et al. Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment , 2013, IEEE Transactions on Parallel and Distributed Systems.
[13] Elizabeth A. Peck,et al. Introduction to Linear Regression Analysis , 2001 .
[14] Suman Nath,et al. Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services , 2008, NSDI.
[15] C. Holt. Author's retrospective on ‘Forecasting seasonals and trends by exponentially weighted moving averages’ , 2004 .
[16] Rob J Hyndman,et al. Automatic Time Series Forecasting: The forecast Package for R , 2008 .
[17] Kevin Lee,et al. Empirical prediction models for adaptive resource provisioning in the cloud , 2012, Future Gener. Comput. Syst..
[18] Sergii Telenyk,et al. Architecture and Conceptual Bases of Cloud IT Infrastructure Management , 2017, CSIT.
[19] Kang G. Shin,et al. Automated control of multiple virtualized resources , 2009, EuroSys '09.
[20] KyoungSoo Park,et al. CoMon: a mostly-scalable monitoring system for PlanetLab , 2006, OPSR.
[21] E. S. Gardner,et al. Forecasting Trends in Time Series , 1985 .