Scalable Service Based Antispam Filters

Alecsandru Patrascu, C. Leordeanu, V. Cristea
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引用次数: 2

Abstract

Spam messages are becoming a serious problem for most system administrators and computer users. Along with the increase in spam volume there is also a need for efficient detection methods which are able to cope with the analysis of thousands of emails per day. In this article we present a novel solution for spam detection which is based on a service oriented architecture, able to scan and classify a large number of emails. We prove that the service based architecture is scalable, capable of using a distributed system to split the computation along multiple nodes. This approach is not only very efficient and capable of handling large volumes of emails, but also very configurable, allowing the rapid change in scanning policy.
基于可扩展服务的反垃圾邮件过滤器
对于大多数系统管理员和计算机用户来说,垃圾邮件正在成为一个严重的问题。随着垃圾邮件数量的增加,也需要有效的检测方法,能够应付每天数千封电子邮件的分析。本文提出了一种基于面向服务架构的垃圾邮件检测新方案,能够对大量的电子邮件进行扫描和分类。我们证明了基于服务的体系结构是可伸缩的,能够使用分布式系统沿多个节点拆分计算。这种方法不仅非常高效,能够处理大量电子邮件,而且非常可配置,允许快速更改扫描策略。
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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