Federico DolceTechnical deep diveHow We Found 10x Performance While Reducing CPU Consumption in Bytewax v0.17A deep dive into some of the performance upgrades in Bytewax 0.17. Read more arrow_forward
TutorialsDealing With Missing Values for Real-Time AIAs we all know, the real world is never perfect and as a consequence of that imperfection, we often end up with imper...
TutorialsAnalyzing Real-Time Data in Python with AWS KinesisReal-time data is largely used to support real-time analytics, which is the process of transforming raw data into ins...
TutorialsDetecting Cyberattacks with Pyshark and BytewaxEvery year, cyberattacks become more and more commonplace. Almost daily there are reports of ongoing cyberattacks cau...
TutorialsAnalyzing Crypto Order Books for Fun and for ProfitIn this example we are going to walk through how you can maintain a limit order book in real-time with very little ex...
TutorialsRunning your Dataflow in KubernetesIn earlier posts we have demonstrated how you can run Bytewax with multiple workers (threads) and with multiple proce...
TutorialsProcessing Wikimedia Server-Sent Events With BytewaxUsing Server-Sent Events is an awesome way to create a data stream. In this post, we are going to subscribe to an exi...
TutorialsData Streams with Server-Sent EventsWhy are we talking about Server-Sent Events (SSE)? We will go into this in more depth in this post, but SSE can be a ...
TutorialsAnomaly Detection with Bytewax & RedpandaAnomaly detection is a common tool used in real-time systems to detect when systems change. Some examples are a manuf...
TutorialsData Pipelines - Streams to ParquetIn this blog post, we will take streaming JSON event data and put it in partitioned Parquet files in 15-minute interv...