从单片到无服务器的迁移:金融科技案例研究

Alireza Goli, Omid Hajihassani, Hamzeh Khazaei, Omid Ardakanian, Moe Rashidi, T. Dauphinee
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引用次数: 19

摘要

无服务器计算正稳步成为从数据分析到web应用等各种应用的首选实现范例,因为它解决了全服务器和单片架构的主要问题。特别是,它抽象了资源供应和基础设施管理,使开发人员能够专注于程序的逻辑,而不是担心将由云提供商处理的资源管理。在本文中,我们考虑了金融科技中使用的文档处理系统作为案例研究,并描述了从单片架构到无服务器架构的迁移过程。我们的评估结果表明,无服务器实现显著提高了性能,而成本只增加了一点点。
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Migrating from Monolithic to Serverless: A FinTech Case Study
Serverless computing is steadily becoming the implementation paradigm of choice for a variety of applications, from data analytics to web applications, as it addresses the main problems with serverfull and monolithic architecture. In particular, it abstracts away resource provisioning and infrastructure management, enabling developers to focus on the logic of the program instead of worrying about resource management which will be handled by cloud providers. In this paper, we consider a document processing system used in FinTech as a case study and describe the migration journey from a monolithic architecture to a serverless architecture. Our evaluation results show that the serverless implementation significantly improves performance while resulting in only a marginal increase in cost.
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Sampling-based Label Propagation for Balanced Graph Partitioning ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9 - 13, 2022 The Role of Analytical Models in the Engineering and Science of Computer Systems Enhancing Observability of Serverless Computing with the Serverless Application Analytics Framework Towards Elastic and Sustainable Data Stream Processing on Edge Infrastructure
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