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

Author

Asser N. Tantawi

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2 papers indexed here

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Sep 2026

Optimization and Analysis of Resource Allocation in Quantum-Centric Supercomputing Environments

Advances in quantum computing hardware and quantum algorithms are likely to cause major paradigm shifts in highperformance supercomputing environments. These shifts include foundational changes to system infrastructures that integrate both quantum and classical computational substrates through a combination of quantum...

M. Squillante, Asser N. Tantawi, Ming-Hung Chen · 0 citations
Preprint Sep 2026

An Approximate Queueing Model of LLM Inference Serving for SLO-Driven Autoscaling

Performance models of LLM servers support both latency evaluation and the design of controllers for autoscaling against service level objectives (SLOs) and for inference optimization. We model the multiplexed execution of prefill and decode operations with a tractable, approximate queueing model under Markovian assumpt...

Vishakha Ramani, Asser N. Tantawi · 0 citations

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