tAPP OpenWhisk:用于拓扑感知分配优先级策略的无服务器平台

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Giuseppe De Palma , Saverio Giallorenzo , Jacopo Mauro , Matteo Trentin , Gianluigi Zavattaro
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引用次数: 0

摘要

功能即服务(FaaS)范式提供了一种无服务器的方法,它抽象了底层基础设施的管理,使开发人员能够专注于应用程序逻辑。然而,利用感知基础设施的特性可以进一步优化无服务器性能。我们提出了一个软件原型,它增强了Apache OpenWhisk无服务器平台,采用了一种新的架构,其中包含tAPP(拓扑感知分配优先级策略),tAPP是一种用于指定拓扑感知调度策略的声明性语言。通过一个涉及跨多个云区域的分布式数据访问的案例研究,我们表明,与标准的OpenWhisk实现相比,tAPP可以显着减少延迟并最大限度地减少性能变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
tAPP OpenWhisk: A serverless platform for topology-aware allocation priority policies
The Function-as-a-Service (FaaS) paradigm offers a serverless approach that abstracts the management of underlying infrastructure, enabling developers to focus on application logic. However, leveraging infrastructure-aware features can further optimize serverless performance.
We present a software prototype that enhances Apache OpenWhisk serverless platform with a novel architecture incorporating tAPP (topology-aware Allocation Priority Policies), a declarative language designed for specifying topology-aware scheduling policies. Through a case study involving distributed data access across multiple cloud regions, we show that tAPP can significantly reduce latency and minimizes performance variability compared to the standard OpenWhisk implementation.
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来源期刊
Science of Computer Programming
Science of Computer Programming 工程技术-计算机:软件工程
CiteScore
3.80
自引率
0.00%
发文量
76
审稿时长
67 days
期刊介绍: Science of Computer Programming is dedicated to the distribution of research results in the areas of software systems development, use and maintenance, including the software aspects of hardware design. The journal has a wide scope ranging from the many facets of methodological foundations to the details of technical issues andthe aspects of industrial practice. The subjects of interest to SCP cover the entire spectrum of methods for the entire life cycle of software systems, including • Requirements, specification, design, validation, verification, coding, testing, maintenance, metrics and renovation of software; • Design, implementation and evaluation of programming languages; • Programming environments, development tools, visualisation and animation; • Management of the development process; • Human factors in software, software for social interaction, software for social computing; • Cyber physical systems, and software for the interaction between the physical and the machine; • Software aspects of infrastructure services, system administration, and network management.
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