Fast Data Architectures for Streaming Applications • Dean Wampler • GOTO 2017

This presentation was recorded at GOTO Chicago 2017. #GOTOcon #GOTOchgo http://gotochgo.com Dean Wampler - Big Data Architect at Lightbend & O'Reilly Author @kdeanwampler ABSTRACT The Big Data world is evolving from batch-oriented to stream-oriented. Instead of capturing data and then running batch jobs to process it, processing is done as the data arrives to extract valuable information more quickly. This talk describes the architecture patterns, tools, and techniques that have emerged for these systems. We'll focus on the following topics: • The trade offs that guide design decisions, such as latency and throughput requirements • The unique challenges of doing analytics over streams, such as handling late-arriving data, doing expensive calculations like machine learning model training, etc. • The major tools available for streaming data. • How to integrate these tools [...] Download slides and read the full abstract here: https://gotochgo.com/2017/sessions/37 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.facebook.com/GOTOConferences #SoftwareArchitecture #BigData Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1