What is ClrStream?
ClrStream is an open-source data streaming and processing platform optimized for low-latency workloads. It is implemented in .NET and C# to provide real-time analytics, event processing, and data integration capabilities.
Key features of ClrStream include:
- Sub-second latency for stream processing
- SQL-based declarative interface for expressing streaming logic
- Data parallel pipeline execution across CPUs and GPUs
- Windowed aggregations, joins, machine learning Inferencing
- Exactly-once semantics for stream reliability
- Integration with .NET ecosystems and Azure services
ClrStream is designed to handle high velocity data streams at scale while delivering fast results. Use cases include real-time recommendation systems, fraud detection, IoT data pipelines, and operational intelligence. Its programming model allows .NET developers to quickly build and iterate on streaming applications.