论文标题

混合无服务器计算:机遇和挑战

Hybrid Serverless Computing: Opportunities and Challenges

论文作者

Castro, Paul, Isahagian, Vatche, Muthusamy, Vinod, Slominski, Aleksander

论文摘要

近年来,由于易于部署,有吸引力的每次使用定价和透明的水平自动缩放,因此无线体计算的采用激增。同时,基础架构的进步,例如5G网络的出现以及连接到互联网的设备的爆炸式增长(IoT)(IoT)以及限制了计算和数据可能发生的新应用要求,将扩大云计算的范围,将云计算的范围扩展到传统数据中心以外的混合云中。由于大流行而导致的数字化转型会加速劳动力的变化并刺激了AI的进一步采用,预计将加速,而新兴的混合云市场可能会扩大到超过万亿美元。在无服务器租户驱动的混合云环境中,将有更多的需求着重于为使用分布式平台(包括公共云,私有云和边缘系统)的应用程序构建者启用生产力工作。在本章中,我们调查了无服务器计算可以扩展到混合无服务器计算的多远计算。

In recent years, there has been a surge in the adoption of serverless computing due to the ease of deployment, attractive pay-per-use pricing, and transparent horizontal auto-scaling. At the same time, infrastructure advancements such as the emergence of 5G networks and the explosion of devices connected to Internet known as Internet of Things (IoT), as well as new application requirements that constrain where computation and data can happen, will expand the reach of Cloud computing beyond traditional data centers into Hybrid Cloud. Digital transformation due to the pandemic, which accelerated changes to the workforce and spurred further adoption of AI, is expected to accelerate and the emergent Hybrid Cloud market could potentially expand to over trillion dollars. In the Hybrid Cloud environment, driven by the serverless tenants there will be an increased need to focus on enabling productive work for application builders that are using a distributed platform including public clouds, private clouds, and edge systems. In this chapter we investigate how far serverless computing can be extended to become Hybrid Serverless Computing.

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