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PreprintCC BY 4.0arXiv

A Scalable Two-Stage Back-End Architecture for 400GbE Data Acquisition Systems

Abstract

A primary challenge in High Energy Physics (HEP) data acquisition is the aggregation of numerous low-speed (10 Gb/s) radiation-hard data links into high-speed back-end interfaces. While high-end FPGAs traditionally perform this task, transceiver density and speed in modern devices can limit cost-effective scaling. This study proposes a two-stage architecture that utilizes mid-range FPGAs for decoding and Ethernet conversion, followed by a Microchip META-DX2+ Ethernet PHY that aggregates these streams into a 400 GbE interface. This study evaluates the design's performance, validating it as a scalable and cost-effective architecture for next-generation HEP data acquisition systems.

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BibTeX
@misc{perro2026scalable,
  title = {{A Scalable Two-Stage Back-End Architecture for 400GbE Data Acquisition Systems}},
  author = {Alberto Perro and Paolo Durante and Tommaso Colombo},
  howpublished = {arXiv},
  year = {2026},
  month = nov,
  doi = {10.48550/arxiv.2611.00116},
  eprint = {2611.00116},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2611.00116},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - A Scalable Two-Stage Back-End Architecture for 400GbE Data Acquisition Systems
AU  - Alberto Perro
AU  - Paolo Durante
AU  - Tommaso Colombo
PY  - 2026
DA  - 2026/11/01
PB  - arXiv
DO  - 10.48550/arxiv.2611.00116
UR  - https://arxiv.org/abs/2611.00116
AB  - A primary challenge in High Energy Physics (HEP) data acquisition is the aggregation of numerous low-speed (10 Gb/s) radiation-hard data links into high-speed back-end interfaces. While high-end FPGAs traditionally perform this task, transceiver density and speed in modern devices can limit cost-effective scaling. This study proposes a two-stage architecture that utilizes mid-range FPGAs for decoding and Ethernet conversion, followed by a Microchip META-DX2+ Ethernet PHY that aggregates these streams into a 400 GbE interface. This study evaluates the design's performance, validating it as a scalable and cost-effective architecture for next-generation HEP data acquisition systems.
ER  -