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A Novel Robust Core for Detecting Node Failures in FPGA Clusters

Authors:

Giorgio Cora,

Corrado De Sio,

Sarah Azimi,

Luca SterponeAuthors Info & Claims

CF '24: Proceedings of the 21st ACM International Conference on Computing Frontiers

Pages 328 - 329

https://doi.org/10.1145/3649153.3653001

Published: 02 July 2024 Publication History

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Abstract

Field Programmable Gate Arrays (FPGAs) are gaining popularity in different fields, including space applications, where high computational capabilities are required; for this reason, FPGAs are often used as nodes in clusters. When considering mission-critical systems, reliability must be ensured, even in radiation environments such as space. Thus, it is necessary to define a way of monitoring the entire system, ensuring the correct behavior of each node. This work introduces the Beacon Controller, a module to be implemented on the FPGA elements of a cluster for real-time monitoring of the computational elements of the node.

References

[1]

O. Knodel, A. Georgi, P. Lehmann, W. E. Nagel, and R. G. Spallek, "Integration of a highly scalable, multi-fpga-based hardware accelerator in common cluster infrastructures," in 2013 42nd International Conference on Parallel Processing, 2013, pp. 893--900.

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[2]

Z. Lin and P. Chow, "Zcluster: A zynq-based hadoop cluster," in 2013 International Conference on Field-Programmable Technology (FPT). IEEE, 2013, pp. 450--453.

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T. Li et al., "Investigation into SEU Effects and Hardening Strategies in SRAM Based FPGA," in 2017 17th European Conference on Radiation and Its Effects on Components and Systems (RADECS), Oct. 2017, pp. 1--5.

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E. Vacca, S. Azimi, L. Sterpone, "Failure rate analysis of radiation tolerant design techniques on SRAM-based FPGA", Microelectronics Reliability, Volume 138, 2022, 114778, ISSN 0026-2714.

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L. Sterpone, M. Porrmann, and J. Hagemeyer, "A novel fault tolerant and runtime reconfigurable platform for satellite payload processing," in IEEE Transactions on Computers, vol. 62, no. 8, 2013, pp. 1508--1525.

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Index Terms

A Novel Robust Core for Detecting Node Failures in FPGA Clusters
1. Hardware
  1. Robustness
    1. Safety critical systems

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Published In

CF '24: Proceedings of the 21st ACM International Conference on Computing Frontiers

May 2024

345 pages

ISBN:9798400705977

DOI:10.1145/3649153

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

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Published: 02 July 2024

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SIGMICRO

CF '24: 21st ACM International Conference on Computing Frontiers

May 7 - 9, 2024

Ischia, Italy

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CF '24 Paper Acceptance Rate 33 of 105 submissions, 31%;

Overall Acceptance Rate 273 of 785 submissions, 35%

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Improving CNN performance on FPGA clusters through topology exploration

A Flexible Mixed-Mesh FPGA Cluster Architecture for High Speed Computing

Conjoining soft-core FPGA processors

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Improving CNN performance on FPGA clusters through topology exploration

A Flexible Mixed-Mesh FPGA Cluster Architecture for High Speed Computing

Conjoining soft-core FPGA processors

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