CloudyGUI is a Python-based GUI framework that generates cloud workloads, predicts usage with XGBoost and LSTM, implements MAPE-loop auto-scaling, and validates generated workloads against real datasets using statistical tests.
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CloudyGUI: A Novel Python-based Framework for Auto-Scaling and Cloud Workload Analysis
CloudyGUI is a Python-based GUI framework that generates cloud workloads, predicts usage with XGBoost and LSTM, implements MAPE-loop auto-scaling, and validates generated workloads against real datasets using statistical tests.