Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource SARIMA Techniques for Predictive Resource Provisioning in Cloud Environments Subject The topic of the resource Cloud Environments; Predictive; Provisioning; Resource; SARIMA; Time Series Forecasting Description An account of the resource Seasonal Autoregressive Integrated Moving Average (SARIMA) models for dynamic cloud resource provisioning are introduced and evaluated in this work. Various cloud-based apps provided historical data to train and evaluate SARIMA models. The SARIMA(1,1,1)(0,1,1)12 model has an MAE of 0.056 and an RMSE of 0.082, indicating excellent prediction ability. This model projected resource needs better than other SARIMA settings. Sample prediction vs. real study showed close congruence between projected and observed resource consumption. MAE improved with hyperparameter adjustment, according to sensitivity analysis. Moreover, SARIMA-based resource allocation improved CPU usage by 12.5%, RAM utilization by 20%, and storage utilization by 21.4%. These data demonstrate SARIMA's ability to forecast cloud resource needs. SARIMA-based resource management might change dynamic cloud resource management systems due to cost reductions and resource usage efficiency. This research helps industry practitioners improve cloud-based service performance and cost. 2023 IEEE. Creator An entity primarily responsible for making the resource Bhat C.R.; Prabha B.; Donald C.; Sah S.; Patil H.; Firos A. Source A related resource from which the described resource is derived 2023 Intelligent Computing and Control for Engineering and Business Systems, ICCEBS 2023 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICCEBS58601.2023.10449163" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICCEBS58601.2023.10449163</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189156755&amp;doi=10.1109%2FICCEBS58601.2023.10449163&amp;partnerID=40&amp;md5=8403e06d74a978af6cfacd4333cad04d" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189156755&amp;doi=10.1109%2fICCEBS58601.2023.10449163&amp;partnerID=40&amp;md5=8403e06d74a978af6cfacd4333cad04d</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835039458-0 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Bhat C.R., Saveetha School of Engineering (Saveetha Institute of Medical and Technical Sciences), Department of Computer Science and Engineering, Tamilnadu, Chennai, India; Prabha B., Loyola-ICAM College of Engineering and Technology, Department of It, Chennai, India; Donald C., CHRIST(Deemed to Be University), Department of Computer Science, Bengaluru, India; Sah S., School of Set, Sharda University, Greater Noida, India; Patil H., Computer Science and Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India; Firos A., Rajiv Gandhi University (A Central University)Rono-Hills, Department of Computer Science and Engineering, Arunachal Pradesh, Doimukh, India