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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Dimitrios Liakopoulos

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Jul 2026

Rethinking LLM Deployment for Intent-Based Serving

MaverIQ is an intent-based LLM inference serving system that automatically maps user intents to deployment configurations while minimizing operational cost for the provider and reduces profiling overheads by 7-15× compared to state-of-the-art baselines.

Dimitrios Liakopoulos, Prasoon Sinha, Tianrui Hu et al. · 0 citations

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