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Big Data Platform for Analysing Crime Evidences

机译:大数据平台分析犯罪证据

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摘要

During a criminal investigation, the evidence collection process produces an enormous amount of data. These data are present in many medias that are extracted as crime evidences (USB flash drives, smartphones, hard drives, computers, etc). Due to this data volume, the manual analysis is slow and costly. This work fulfills this gap by presenting a data extraction and processing platform for crime evidence analysis, named INSIDE. Our proposed platform leverages a lambda architecture and uses a set of tools and frameworks such as Hadoop HDFS, Kafka, Spark and Docker to analyze a big volume of data at an acceptable time. We also present an example of the proposed platform in use by the Public Ministry of Rio Grande do Norte(Brazil), where some evaluative tests have been carried out.
机译:在刑事调查期间,证据收集过程会产生大量数据。这些数据存在于许多提取为犯罪证据的媒体中(USB闪存驱动器,智能手机,硬盘驱动器,计算机等)。由于数据量大,手动分析速度慢且成本高。这项工作通过提供一个名为INSIDE的犯罪证据分析数据提取和处理平台,填补了这一空白。我们提出的平台利用了lambda架构,并使用了一组工具和框架(例如Hadoop HDFS,Kafka,Spark和Docker)在可接受的时间分析大量数据。我们还提供了一个示例示例,该示例示例由北里奥格兰德州公共部使用(巴西),该平台已进行了一些评估测试。

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