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Massimo Tornatore

2 papers indexed

arxivcs.NI2026-06-29

LLMs and Optical Networks: A Symbiotic Relationship

Mëmëdhe Ibrahimi, Qiaolun Zhang, Giovanni S. Sticca, Jiaheng Xiong, Francesco Musumeci, Massimo Tornatore

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…

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arxivcs.NI2026-06-29

Selective Deployment of Bidirectional Hollow-Core Fibers in Hybrid SMF/HCF Optical Networks

Mëmëdhe Ibrahimi, Giovanni S. Sticca, Angelo Ferrara, Massimo Tornatore

We investigate selectively deploying bidirectional transmission in hybrid Hollow-Core Fiber (HCF) networks. Upgrading 50% of links to bidirectional HCF yields at least a 40% throughput increase compared to unidirectional SMF and captures 85% of the power consumption reduction of…

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