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Explore the application of Big Data technology to security use cases in this 53-minute conference talk from BSides Boston 2015. Delve into various data types, database systems, and analytical approaches, including relational databases and no-database systems. Gain insights into the fundamentals of Hadoop, MapReduce, and Hive, understanding their significance in the security landscape. Discover key design patterns and machine learning concepts relevant to security applications. Learn from speaker Max Pevzner as he shares his expertise on leveraging Big Data technologies to enhance security measures and analysis.
Syllabus
Intro
About me
Data
Big
Small
Databases
analytic databases
low latency access
relational databases
no database systems
essence of Hadoop
essence of MapReduce
essence of Hive
Why Hive
Why Hadoop
Design Pattern
Machine Learning