A Shared Memory Approach for Function Chaining in Serverless Platforms

Andrea Sabbioni, Lorenzo Rosa, Armir Bujari, L. Foschini, Antonio Corradi
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引用次数: 5

Abstract

Serverless platforms are increasingly gaining importance in the cloud computing landscape due to their benefit of shortening the time to market of solutions and capability of automatic, fast, fine-grained scaling of resources. In this context, function chaining represents an appealing feature, allowing the composition of two or more functions to create a complex computation from simpler units while incentivizing modularity and reusability of functions. In this paper, we propose a portable and transparent, container-based serverless architecture that introduces an innovative infrastructural support, enabling an efficient composition of functions co-located on the same host. The proposal relies on a shared-memory approach and a message-oriented middleware serving as a communication medium among components. The experimental assessment shows the approach comes with the benefit of optimized resource usage and performance benefits measured in terms of request completion rate and a decrease in response latency.
无服务器平台中函数链的共享内存方法
无服务器平台在云计算领域正变得越来越重要,因为它们缩短了解决方案的上市时间,并具有自动、快速、细粒度扩展资源的能力。在这种情况下,函数链代表了一个吸引人的特性,它允许两个或多个函数的组合,从更简单的单元创建复杂的计算,同时激励函数的模块化和可重用性。在本文中,我们提出了一种可移植的、透明的、基于容器的无服务器架构,它引入了一种创新的基础设施支持,能够在同一主机上有效地组合功能。该建议依赖于共享内存方法和面向消息的中间件作为组件之间的通信媒介。实验评估表明,该方法具有优化的资源使用和性能优势(以请求完成率和响应延迟的减少来衡量)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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