The next generational shift in enterprise infrastructure has arrived

The big data stack is crumbling as Hadoop gets replaced by new tools natively integrated with cloud native workload schedulers. As old systems shed, new ones powering the Systems Of Intelligence revolution are emerging. The race is on for stream processing as new stream native solutions like Kafka Streams and Twitter Herron go up against multi-purpose batch systems with stream bolt-ons like Spark. Open source has been all the rage in machine learning, but deployment and model/data collaboration are still a major challenge that commercial vendors like Algorithmia, Dataiku, and Pachyderm are working to solve with a cloud native and serverless bent.