Abstract: Customized binary convolutional neural network (BCNN) architectures, which are implemented on hardware technologies, give significant advantages for computational efficiency and hardware ...
User → AWS Amplify (Frontend - Next.js SSR) ↓ API Gateway → Lambda (FastAPI - No containers, direct code) ↓ DynamoDB + S3 (Metadata & Files) ↓ AWS Batch → Fargate Spot (Training - Docker container) ...
Abstract: Serverless architecture presents unique security challenges, requiring the adoption of advanced model architecture to improve security. This research paper examines the security concerns ...