The need for AI and machine learning in decision making across a wide array of industries is no secret. But despite the incredible compute power available, and the constant stream of real-time event data, the subclass of “real-time AI” is somewhat under-addressed, particularly as it pertains to live model retraining and assessment.
Pulsar Functions, a serverless computing framework that runs atop the well-known Apache Pulsar messaging and streaming platform, provides a convenient and powerful solution that addresses limitations in the traditional machine learning workflow. Pulsar Functions takes advantage of the inherent pub/sub nature of the Apache Pulsar platform in order to provide a framework for true real-time AI.
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InfoWorld
