Overview of large-scale optical-electrical switching networks for artificial intelligent data center (AIDC)

With the explosive growth in the scale of artificial intelligence data centers (AIDC), traditional AIDC networks characterized by “data center optical interconnection (DCI) + electrical packet switching (EPS)” are increasingly challenged in terms of power consumption, communication latency, and reliability. To address this issue, photonic technologies have been introduced in recent years to reduce the power consumption and enhance the scalability, flexibility, and reliability of AIDCs. Two types of network architectures—“DCI + EPS + optical circuit switching (OCS)” and “DCI + fast optical switching (FOS)”—that had been studied were reviewed. Combining the practices of leading enterprises and academic institutions, the technical pathways, performance advantages, and issues yet to be studied of these proposals were discussed. Insights were provided to guide the design of future large-scale AIDC networks.

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-04-01
Primary Topic
Magnetic confinement fusion research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Overview of large-scale optical-electrical switching networks for artificial intelligent data center (AIDC)

SHILAP Revista de lepidopterología
Magnetic confinement fusion research
article

Overview of large-scale optical-electrical switching networks for artificial intelligent data center (AIDC)

article en

Abstract

With the explosive growth in the scale of artificial intelligence data centers (AIDC), traditional AIDC networks characterized by “data center optical interconnection (DCI) + electrical packet switching (EPS)” are increasingly challenged in terms of power consumption, communication latency, and reliability. To address this issue, photonic technologies have been introduced in recent years to reduce the power consumption and enhance the scalability, flexibility, and reliability of AIDCs. Two types of network architectures—“DCI + EPS + optical circuit switching (OCS)” and “DCI + fast optical switching (FOS)”—that had been studied were reviewed. Combining the practices of leading enterprises and academic institutions, the technical pathways, performance advantages, and issues yet to be studied of these proposals were discussed. Insights were provided to guide the design of future large-scale AIDC networks.

SHILAP Revista de lepidopterología
Affordable and clean energy
Openalex Percentile: Top 44%
Magnetic confinement fusion research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.