Fast Data: Concepts, Architecture, and Technology – Bas Geerdink | Compass Tech Summit 2023
Fast Data: Concepts, Architecture, and Technology – Bas Geerdink, Tech Lead & CTO at Aizonic
Streaming analytics (or fast data) is becoming an increasingly popular subject in enterprise organizations because customers want to have real-time experiences, such as notifications and advice based on their online behavior and other users’ actions. A typical streaming analytics solution follows a “pipes and filters” pattern that consists of three main steps: detecting patterns on raw event data (complex event processing), evaluating the outcomes with the aid of business rules and machine learning algorithms, and deciding on the next action.
In this talk, Bas will explore the architecture challenges that arise when dealing with streaming data, such as latency issues, event time versus server time, and exactly once processing. He provides architectural diagrams, explanations, a demo, and the source code. The solution (“Styx”) is open source and available on GitHub.
This talk was recorded at Compass Tech Summit 2023.
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