A Matching Game for LLM Layer Deployment in Heterogeneous Edge Networks

With the growing demand for computational and storage capabilities of modern learning models, performing their computation exclusively in a centralized manner has become increasingly impractical. Executing the inference of foundation models in a distributed manner presents significant challenges, pa...

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Bibliographic Details
Main Authors: Benedetta Picano, Dinh Thai Hoang, Diep N. Nguyen
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10966456/
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