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Ken Iverson

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Open access 2024

Unified Metadata Management Framework for Hybrid Cloud Data Analytics

In the era of big data, hybrid cloud environments have become integral for data analytics, offering flexibility, scalability, and cost-efficiency. However, managing metadata across these complex, distributed systems remains a significant challenge. Metadata, which describes the data, its context, and its usage, plays a...

Ken Iverson · 0 citations
Open access 2025

Foundation Model Distillation Techniques for Resource-Efficient Predictive Analytics

Experimental results demonstrate that FMDF significantly reduces model complexity while maintaining high predictive accuracy, scalability, robustness, and energy efficiency, making it a promising solution for resource-efficient predictive AI, edge intelligence, federated learning, digital twins, and next-generation int...

Ken Iverson · 0 citations

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