Using Bytewax to build an anomaly detection app

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  • 2022-bytewax-redpanda-air-quality-monitoring

    You can access the code used in this demo in this GitHub repo.

  • bytewax

    Python Stream Processing

    Bytewax is an up-and-coming data processing framework that is built on top of Timely Dataflow, which is a cyclic dataflow computational model. At a high-level, dataflow programming is a programming paradigm where program execution is conceptualized as data flowing through a series of operator based steps. The Timely Dataflow library is written in Rust which makes it blazingly fast and easy to use due to the language's great Python bindings.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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