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Cost-Effective Network Reordering Using FPGA

The advancement of complex Internet of Things (IoT) devices in recent years has deepened their dependency on network connectivity, demanding low latency and high throughput. At the same time, expanding operating conditions for these devices have brought challenges that limit the design constraints a...

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Autores principales: Hoang, Vinh Quoc, Chen, Yuhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865474/
https://www.ncbi.nlm.nih.gov/pubmed/36679615
http://dx.doi.org/10.3390/s23020819
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author Hoang, Vinh Quoc
Chen, Yuhua
author_facet Hoang, Vinh Quoc
Chen, Yuhua
author_sort Hoang, Vinh Quoc
collection PubMed
description The advancement of complex Internet of Things (IoT) devices in recent years has deepened their dependency on network connectivity, demanding low latency and high throughput. At the same time, expanding operating conditions for these devices have brought challenges that limit the design constraints and accessibility for future hardware or software upgrades. These limitations can result in data loss because of out-of-order packets if the design specification cannot keep up with network demands. In addition, existing network reordering solutions become less applicable due to the drastic changes in the type of network endpoints, as IoT devices typically have less memory and are likely to be power-constrained. One approach to address this problem is reordering packets using reconfigurable hardware to ease computation in other functions. Field Programmable Gate Array (FPGA) devices are ideal candidates for hardware implementations at the network endpoints due to their high performance and flexibility. Moreover, previous research on packet reordering using FPGAs has serious design flaws that can lead to unnecessary packet dropping due to blocking in memory. This research proposes a scalable hardware-focused method for packet reordering that can overcome the flaws from previous work while maintaining minimal resource usage and low time complexity. The design utilizes a pipelined approach to perform sorting in parallel and completes the operation within two clock cycles. FPGA resources are optimized using a two-layer memory management system that consumes minimal on-chip memory and registers. Furthermore, the design is scalable to support multi-flow applications with shared memories in a single FPGA chip.
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spelling pubmed-98654742023-01-22 Cost-Effective Network Reordering Using FPGA Hoang, Vinh Quoc Chen, Yuhua Sensors (Basel) Article The advancement of complex Internet of Things (IoT) devices in recent years has deepened their dependency on network connectivity, demanding low latency and high throughput. At the same time, expanding operating conditions for these devices have brought challenges that limit the design constraints and accessibility for future hardware or software upgrades. These limitations can result in data loss because of out-of-order packets if the design specification cannot keep up with network demands. In addition, existing network reordering solutions become less applicable due to the drastic changes in the type of network endpoints, as IoT devices typically have less memory and are likely to be power-constrained. One approach to address this problem is reordering packets using reconfigurable hardware to ease computation in other functions. Field Programmable Gate Array (FPGA) devices are ideal candidates for hardware implementations at the network endpoints due to their high performance and flexibility. Moreover, previous research on packet reordering using FPGAs has serious design flaws that can lead to unnecessary packet dropping due to blocking in memory. This research proposes a scalable hardware-focused method for packet reordering that can overcome the flaws from previous work while maintaining minimal resource usage and low time complexity. The design utilizes a pipelined approach to perform sorting in parallel and completes the operation within two clock cycles. FPGA resources are optimized using a two-layer memory management system that consumes minimal on-chip memory and registers. Furthermore, the design is scalable to support multi-flow applications with shared memories in a single FPGA chip. MDPI 2023-01-10 /pmc/articles/PMC9865474/ /pubmed/36679615 http://dx.doi.org/10.3390/s23020819 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hoang, Vinh Quoc
Chen, Yuhua
Cost-Effective Network Reordering Using FPGA
title Cost-Effective Network Reordering Using FPGA
title_full Cost-Effective Network Reordering Using FPGA
title_fullStr Cost-Effective Network Reordering Using FPGA
title_full_unstemmed Cost-Effective Network Reordering Using FPGA
title_short Cost-Effective Network Reordering Using FPGA
title_sort cost-effective network reordering using fpga
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865474/
https://www.ncbi.nlm.nih.gov/pubmed/36679615
http://dx.doi.org/10.3390/s23020819
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