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N. Akshatha

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Open access 2026

Green AI: A Comprehensive Framework for Energy-, Latency-, Memory-, and Carbon-Efficient Deep Learning Model Optimization

A Green AI framework that predicts and recommends model compression strategies based on their expected efficiency gains within an empirically validated candidate space and indicates that the optimal compression strategy is strongly architecture-dependent, highlighting the value of data-driven recommendation over fixed...

Adhithi C. Iyer, N. Akshatha, B. Suma · IEEE Access · 0 citations