Real-Time Risk Analysis with Stream Processing
Nov 9, 2023Peter Pugh-Jones
Summary
This post introduces the capability of providing real-time risk analysis by leveraging data streaming. It details how to ingest data from various sources continuously, throughout the day, including portfolio positions, trading activity, market data, and news feeds, immediately as something happens. The core problem addressed is enabling rapid data access for risk managers to proactively assess uncertainties and take decisive action to effectively manage exposures, moving away from slow, batch-based risk analysis.
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