MOP: Predicting Multiple Output in Multi-Sharing System

2019 International journal of recent technology and engineering  
Cloud computing is relatively advanced field in which we believe resource utilization hasn't yet been optimized to its complete potential and inaccuracy of prediction leads to several minutes of delays in instant resource allocation due to scarcity of resources in Multi-Sharing System. In this paper, we develop Extraction of Transaction Log Files to Predict Multiple Output (MOP) in Multi-Sharing System based on resource utilization for higher accuracy using prediction techniques Random Forest
more » ... ues Random Forest and majority voting algorithms. The goal is to gratify upcoming resource demands and to avoid over or under provisioning of resources. The accuracy results show that the proposed model provides higher accuracy in predicting resource utilization for upcoming resource demands and prediction cost and time are reduced.
doi:10.35940/ijrte.c5482.098319 fatcat:tkabpddl7bg5xpu7xyzapr6ddm