Anomaly detection in streaming time series data with online learning using Amazon Managed Service for Apache Flink
AWS Machine Learning Blog
SEPTEMBER 11, 2024
It initially sources input time series data from Amazon Managed Streaming for Apache Kafka (Amazon MSK) using this live stream for model training. Post-training, the model continues to process incoming data points from the stream. It evaluates these points against the historical trends of the corresponding time series.
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