PolyTransNet is optimized for deployment in cloud-based environments and supports serverless architecture. The model can be deployed through platforms such as AWS Lambda, Google Cloud Functions, or Azure Functions. This ensures that the model scales automatically with the number of requests, making it highly cost-effective and suitable for large-scale applications.
Serverless Deployment:
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Elastic Scaling: Automatically scales based on demand.
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No Infrastructure Management: Serverless deployment removes the need for manual infrastructure management.
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Cost Efficiency: The flexible pay-as-you-go pricing model ensures that clients only incur costs based on actual usage, providing a significant cost-saving advantage over traditional cloud instances.