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Aug 25, 2025 · 23 min read · Apache Flink, Apache Kafka, and RisingWave have emerged as the top stream processing frameworks for 2025. Kafka, adopted by over 150,000 organizations, provides a powerful backbone for streaming data pipelines. Flink delivers ultra-low-latency stream...
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Aug 25, 2025 · 13 min read · The main difference between a stream-stream join and a stream-table join centers on how they handle data in motion. In a stream-stream join, both sides involve continuous event streams, so the system matches events based on timing and keys. This proc...
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Aug 25, 2025 · 28 min read · Stream processing drives critical decisions for leading organizations in 2025. Companies deploy real-time analytics to power everything from fraud detection in finance to predictive maintenance in manufacturing. North America leads the market, with l...
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Aug 25, 2025 · 29 min read · Many organizations rely on open-source schema registry solutions such as Confluent Schema Registry, Karapace, AWS Glue Schema Registry, Redpanda Schema Registry, Apicurio Registry, Schema Manager, and WarpStream BYOC Schema Registry for managing sche...
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Aug 25, 2025 · 28 min read · Choosing the right serialization format shapes application performance and integration success. JSON, Protobuf, and Avro each serve different needs. JSON offers human-readable data and broad ecosystem support. Protobuf and Avro provide compact, fast ...
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