article thumbnail

How to Use Apache Iceberg in CDP’s Open Lakehouse

Cloudera

Exploratory data science and visualization: Access Iceberg tables through auto-discovered CDW connection in CML projects. Time Travel: Reproduce a query as of a given time or snapshot ID, which can be used for historical audits and rollback of erroneous operations, as an example. 4 2005 7140596. 1 2008 7009728. 2 2007 7453215.

article thumbnail

Modernize a legacy real-time analytics application with Amazon Managed Service for Apache Flink

AWS Big Data

Frequent materialized view refreshes on top of constantly changing base tables due to streamed data can lead to snapshot isolation errors. The near-real-time insights can then be visualized as a performance dashboard using OpenSearch Dashboards. Visualize KPIs of call center performance in near-real time through OpenSearch Dashboards.