Marco Chiesa

KTH Royal Institute of Technology

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Mohammad Siavashi (1)Mariano Scazzariello (1)Gerald Q. Maguire (1)Dejan Kostić (1)

Papers (1)

Apr 8, 2026

Blink: CPU-Free LLM Inference by Delegating the Serving Stack to GPU and SmartNIC

LLM serving bottlenecks on the CPU? Blink bypasses the CPU entirely, using SmartNICs and persistent GPU kernels to boost throughput by 2x and cut energy use nearly in half.

Mohammad Siavashi, Mariano Scazzariello, Gerald Q. Maguire +2

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

Marco Chiesa

Research focus

Frequent co-authors

Papers (1)

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Marco Chiesa

Research focus

Frequent co-authors

Papers (1)