面向边缘计算的WebAssembly:潜力与挑战

M. N. Hoque, Khaled A. Harras
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引用次数: 3

摘要

延迟和隐私问题,加上智能/物联网设备的普及,最近引发了人们对边缘计算卸载的兴趣。可移植性和可迁移性是实现稳定边缘卸载平台的重要要求。为此,由于边缘设备固有的异构性,代码兼容性是实现这些目标的核心挑战之一。在本文中,我们首先通过实验研究了现有的边缘计算技术,它们是如何实现可移植性和可迁移性的,以及每种方法的优点和局限性。然后,我们探索利用WebAssembly进行边缘计算。我们概述了这项新兴技术,评估了其性能,并讨论了与其他边缘卸载解决方案相比的潜力。最后,我们概述了使用WebAssembly实现可迁移性的四种潜在方法,以及每种方法的部署权衡和成本。
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WebAssembly for Edge Computing: Potential and Challenges
Latency and privacy concerns, together with the spread of smart/IoT devices, have recently sparked interest in computational offloading to the edge. Portability and migratability are important requirements to achieve a stable edge-offloading platform. To that end, code compatibility is one of the core challenges toward achieving these goals due to the inherent heterogeneity of edge devices. In this article, we first examine existing edge-computing technologies, how they achieve portability and migratability, and the advantag-es and limitations, via experimentation, of each method. We then explore leveraging WebAssem-bly for edge computing. We present an overview of this rising technology, assess its performance, and discuss its potential compared to other solutions for edge offloading. In the end, we outline four potential methods to achieve migratability with WebAssembly and the trade-offs and costs of deployment for each method.
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CiteScore
10.80
自引率
0.00%
发文量
55
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