تقرير
Defining a Reference Architecture for Edge Systems in Highly-Uncertain Environments
| العنوان: | Defining a Reference Architecture for Edge Systems in Highly-Uncertain Environments |
|---|---|
| المؤلفون: | Pitstick, Kevin, Novakouski, Marc, Lewis, Grace A., Ozkaya, Ipek |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Software Engineering |
| الوصف: | Increasing rate of progress in hardware and artificial intelligence (AI) solutions is enabling a range of software systems to be deployed closer to their users, increasing application of edge software system paradigms. Edge systems support scenarios in which computation is placed closer to where data is generated and needed, and provide benefits such as reduced latency, bandwidth optimization, and higher resiliency and availability. Users who operate in highly-uncertain and resource-constrained environments, such as first responders, law enforcement, and soldiers, can greatly benefit from edge systems to support timelier decision making. Unfortunately, understanding how different architecture approaches for edge systems impact priority quality concerns is largely neglected by industry and research, yet crucial for national and local safety, optimal resource utilization, and timely decision making. Much of industry is focused on the hardware and networking aspects of edge systems, with very little attention to the software that enables edge capabilities. This paper presents our work to fill this gap, defining a reference architecture for edge systems in highly-uncertain environments, and showing examples of how it has been implemented in practice. Comment: Paper accepted and presented at ESA 2024, the 1st Workshop on Edge Software Architectures, co-located with ICSA 2024, the 21st International Conference on Software Architecture |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2406.08583 |
| رقم الأكسشن: | edsarx.2406.08583 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |