News

APIs and architecture are important beyond appreciation of elegant design. Although indeed modeling Digital Twins should be possible using any streaming platform, an object-oriented API out of the ...
According to Kostas Tzoumas, PMC member of Apache Flink, one of these many engines, "it all starts with a streaming-first architecture where all data is in the form of immutable, never-ending streams.
Many companies have begun using machine learning (ML) models to improve their customer experience. In this article, I will talk about the benefits of streaming-first infrastructure for real-time ML.
Data Stream Processing and Streaming Analytics - In contrast to the traditional database model where data is stored, indexed and subsequently queried, stream processing takes the inbound data while it ...
In a client-initiated model, the consumer is responsible for connecting and subscribing to an event-driven data stream. This model is simpler from a producer perspective: if no consumers are ...