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Author

William Hughes

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Review Open access 2021

Optimizing Cloud-Based Distributed Systems for Real-Time Machine Learning Model Deployment and Scaling

Optimize techniques for cloud-based distributed systems to enhance the deployment and scaling of ML models in real-time applications and delves into the application of machine learning for cloud resource provisioning, emphasizing dynamic allocation based on real-time usage patterns.

Emma Roberts, William Hughes · 0 citations
Review Open access 2021

Optimizing Data Transmission in 5G Networks for Low Latency and High Reliability

This paper conducts a comprehensive literature survey to examine existing optimization techniques and proposes an improved methodology leveraging AI-driven resource allocation and dynamic spectrum sharing that demonstrates the effectiveness of the proposed approach in reducing end-to-end latency and improving network r...

William Hughes, Marta Silva · 0 citations

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