Autoscalabile ditributed anti-spam SMTP system based on kubernetes

IF 0.7 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Facta Universitatis-Series Electronics and Energetics Pub Date : 2021-01-01 DOI:10.2298/fuee2104525g
Nadja Gavrilovic, V. Ciric
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引用次数: 0

Abstract

Due to the increasing amount of spam email traffic, email users are in increasing danger, while email server resources are becoming overloaded. Therefore, it is necessary to protect email users, but also to prevent SMTP system overload during spam attacks. The aim of this paper is to design and implement an autoscalable distributed anti-spam SMTP system based on a Proof of work concept. The proposed solution extends SMTP protocol in order to enable the evaluation of the client?s credibility using the Proof of work algorithm. In order to prevent resource overload during spam attacks, the anti-spam SMTP system is implemented in a distributed environment, as a group of multiple anti-spam SMTP server instances. Kubernetes architecture is used for system distribution, configured with the possibility of autoscaling the number of antispam SMTP server instances depending on the system load. The implemented system is evaluated during a distributed spam attempt, simulated by a custom-made traffic generator tool. Various performance tests are given: (1) The proposed system?s impact on client?s behaviour and the overall amount of spam messages, (2) The performance of the undistributed anti-spam SMTP server during spam attack, in terms of resource load analysis (3) Autoscaling demonstration and evaluation of proposed distributed system?s performance during a spam attack. It is shown that the proposed solution has the possibility of reducing the amount of spam traffic, while processing tens of thousands of simultaneous SMTP client requests in a distributed environment.
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基于kubernetes的可自动扩展分布式反垃圾邮件SMTP系统
由于垃圾邮件流量的不断增加,电子邮件用户面临的危险越来越大,而电子邮件服务器资源也越来越过载。因此,既要保护email用户,又要防止SMTP系统在遭受垃圾邮件攻击时过载。本文的目的是设计和实现一个基于工作量证明的自动扩展分布式反垃圾邮件SMTP系统。提出的解决方案扩展了SMTP协议,以实现对客户端的评估。使用工作量证明算法的可信度。为了防止垃圾邮件攻击造成资源过载,反垃圾邮件SMTP系统在分布式环境下实现,由多个反垃圾邮件SMTP服务器实例组成一组。Kubernetes架构用于系统分发,配置了根据系统负载自动缩放反垃圾邮件SMTP服务器实例数量的可能性。实现的系统在分布式垃圾邮件尝试期间进行评估,并通过定制的流量生成器工具进行模拟。给出了各种性能测试:(1)提出的系统?对客户的影响?(2)在垃圾邮件攻击期间,非分布式反垃圾邮件SMTP服务器在资源负载分析方面的性能(3)所提出的分布式系统的自动缩放演示和评估?在垃圾邮件攻击期间的性能。结果表明,在分布式环境中处理数万个同时发送的SMTP客户端请求的同时,所提出的解决方案有可能减少垃圾邮件流量。
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来源期刊
Facta Universitatis-Series Electronics and Energetics
Facta Universitatis-Series Electronics and Energetics ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
16.70%
发文量
10
审稿时长
20 weeks
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