面向低端物联网的硬件加速操作系统

Miguel Silva, T. Gomes, S. Pinto
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引用次数: 0

摘要

优化物联网(IoT)低端设备的压力越来越大。不断增长的需求和限制正在推动性能和实时性最大化,但同时最小化功耗、外形因素和内存占用。这促使采用现场可编程门阵列(FPGA)技术来加速硬件中的计算密集型工作负载。然而,尽管将应用程序级任务迁移到硬件的趋势正在持续,但最近,系统软件(如操作系统(OS)服务)的卸载却很少受到关注。本文介绍了CHAMELIOT,一个基于fpga的物联网平台框架,通过利用RISC-V技术为操作系统服务提供不可知的硬件加速。CHAMELIOT允许开发人员在一组完善的物联网操作系统中运行未经修改的应用程序。目前,该框架支持RIOT、Zephyr和FreeRTOS。评估表明,延迟和确定性可提高10倍,而系统性能可提高近200%。CHAMELIOT将是开源的。
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Agnostic Hardware-Accelerated Operating System for Low-End IoT
There is increasing pressure to optimize Internet of things (IoT) low-end devices. The ever-growing number of requirements and constraints is pushing towards maximizing performance and real-time, but simultaneously minimizing power consumption, form factor, and memory footprint. This has motivated the adoption of Field-Programmable Gate Array (FPGA) technology to accelerate computing-intensive workloads in hardware. However, and despite the ongoing trend of migrating application-level tasks to hardware, recently, the offload of system software such as operating system (OS) services has received little attention. This paper presents CHAMELIOT, a framework for FPGA-based IoT platforms that provides agnostic hardware acceleration to OS services by leveraging RISC-V technology. CHAMELIOT allows for developers to run unmodified applications in a set of well-established IoT OSes. Currently, the framework has support for RIOT, Zephyr, and FreeRTOS. The evaluation showed that latency and determinism can be enhanced up to 10x while the system’s performance can be increased to nearly 200%. CHAMELIOT will be open-sourced.
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来源期刊
CiteScore
1.70
自引率
14.30%
发文量
17
期刊最新文献
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