LLMs and Optical Networks: A Symbiotic Relationship

June 29, 2026 · Grace Period · + Add venue

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Authors Mëmëdhe Ibrahimi, Qiaolun Zhang, Giovanni S. Sticca, Jiaheng Xiong, Francesco Musumeci, Massimo Tornatore arXiv ID 2606.30278 Category cs.NI: Networking & Internet Citations 0
Abstract
This paper explores the emerging symbiosis between LLMs and optical networks. Massive LLMs require geo-distributed training, which demands advanced optical transport capabilities that require new key technical enablers, as WAN-aware CCL algorithms, ZR+ pluggables, and Hollow Core Fibers. Conversely, LLMs also enable new forms of autonomous network management.
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