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cloud-resource-predictor
Yashasri12/cloud-resource-predictor
cloud-resource-predictor is a machine learning model from Yashasri12. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model predicts scaling decisions (noaction, scaleup, scaledown) based on cloud workload metrics.
Access
Public
Updated Apr 10, 2026
Repo size
4.4 MB
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0
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Repo makeup
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.joblib4.4 MB · 100%
At a glance
- Access
- Public
- Created
- Apr 10, 2026
- Updated
- Apr 10, 2026
- SHA
- e02c878a
Model card
From the Hugging Face model README
Cloud Resource Scaling Model
This model predicts scaling decisions (no_action, scale_up, scale_down) based on cloud workload metrics.
Features
- CPU Usage
- Memory Usage
- Throughput
- Utilization
- Latency
Model
- Random Forest Classifier
- Trained with SMOTE-balanced dataset
Performance
- Accuracy: ~99.5%
- Strong performance across all classes
Usage
Load model using joblib and ensure feature preprocessing matches training pipeline.
- Created
- Apr 10, 2026
- Updated
- Apr 10, 2026