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SPIN Processed News Frame: The Cushion
Article: Beyond Offset Lag: Computing Time in Queue for Apache Hudi Data Lake Pipelines at Petabyte Scale
The article explains how to compute time-in-queue metrics for Apache Hudi data lake pipelines integrated with Kafka, addressing consumer lag at petabyte scale.
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InfoQ AI / ML / Data Engineering
Aug 26, 2026
SPIN Processed News Frame: The Hype
Spotify Builds External Index to Enable Low Latency Point Queries on Its Data Lake
Spotify developed an external indexing system for Parquet-based data lakes to enable fast point queries directly from cloud object storage, eliminating the need to duplicate data into operational databases.
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InfoQ AI / ML / Data Engineering
Aug 12, 2026