Cloud Resource Utilization Analytics and Capacity Forecasting System
NTPL Digital Private Limited Cloud ComputingProject Objectives:
Design a cloud resource utilization monitoring system that analyzes CPU, memory, storage, and network metrics while forecasting future capacity requirements using historical usage data to improve infrastructure planning and scalability.
Project Tasks:
Collect cloud resource utilization metrics.
Store historical monitoring data.
Design analytics dashboard for visualization.
Implement trend analysis using time-series methods.
Apply forecasting algorithms (ARIMA/Linear Regression).
Visualize predicted usage growth.
Configure alerts for capacity thresholds.
Simulate workload increase scenarios.
Compare forecast accuracy with actual data.
Analyze scaling recommendations.
Optimize resource allocation strategies.
Document forecasting model and monitoring workflow.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Data Analytics & VisualizationCloud Resource MonitoringForecasting & Predictive ModelingAlerting & Threshold ManagementScalability & Optimization
