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Lin Cheng | Lattice

Lin Cheng

Advanced Technology Group,CableLabs,Louisville,CO,USA

Papers on Lattice

1

Total citations

2

Topics

3

h-index

1

Research focus

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

Frequent co-authors

Thomas Sandholm (1)Sayandev Mukherjee (1)Bernardo A. Huberman (1)

Papers (1)

May 20, 2025

Research Institutes of SwedenMay 20, 2025·also CableLabs

SkyMemory: A LEO Edge Cache for Transformer Inference Optimization and Scale Out

LLM inference gets a speed boost from space, thanks to a novel caching strategy that leverages LEO satellite constellations.

Thomas Sandholm, Sayandev Mukherjee, Lin Cheng +1

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