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Will real-time data processing replace batch processing?
At Confluent's user conference, Kafka co-creator Jay Kreps argued that stream processing would eventually supplant traditional methods of batch processing altogether.
Absolutely: Businesses operate in real-time and are looking to move their IT systems to real-time capabilities.
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Eventually: Enterprises will adopt technology slowly, so batch processing will be around for several more years.
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No way: Stream processing is a niche, and there will always be cases where batch processing is the only option.
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AUTHOR PROFILE
GK Brar
GK Brar

GK Barr started his career in computer architecture, optimizing modem security operations center performance at Qualcomm. This was followed by a stint at VMware optimizing data center performance. It was there that GK first felt the pain of DevOps. There were weeks where more time was spent orchestrating Kubernetes clusters than training the models. Alleviating this pain for other reluctant DevOps engineers like himself was a major motivation for joining CtrlStack. At CtrlStack, GK focuses on ML, specifically efforts around natural language-driven user experiences. Outside of work, you'll find GK nose deep in a book, playing tennis, shouting at TV as Arsenal is denied another clear penalty or enjoying a peaty single malt.