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Real-Time Data Integration

Talkat SingleStore Now 2024 · on Thursday, 2024-10-03· [data-engineering, machine-learning]
slides:none on file

StreamSets integrates with SingleStore and watsonx to provide near-real-time ingestion that scales horizontally, pipelines that claim automatic schema‑drift handling without code changes, and the ability to write simultaneously to an Iceberg-style open table format and to SingleStore for low-latency queries. A Data Gate replicates mainframe data into the distributed store, watsonx offers a prompt lab, fine‑tuning and MLOps plus model inventory and monitoring for governance, and pipelines can enrich data and feed the enriched records back to the lakehouse.

AI-written summary · about

  1. 0:00Introduction to IBM data integration
  2. 1:26StreamSets capabilities overview
  3. 3:11StreamSets key features and benefits
  4. 5:17IBM WatsonX AI pillar explained
  5. 8:05IBM WatsonX data pillar deep dive
  6. 12:02IBM WatsonX AI operationalization
  7. 14:13IBM WatsonX governance framework
  8. 16:20SingleStore and IBM integration
  9. 19:30Q&A and closing remarks
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