Apache Spark 4.3 brings stateful streaming with millisecond-scale latency, history-preserving Auto CDC, and faster data and ...

System logs generated by globally distributed microservices often hide subtle degradations (like memory thrashing or systemic ...

This article is a record of considerations at the design stage. Since implementation and actual machine verification are yet ...

description Replicate SQL Server to Amazon Redshift with CDC: OLake Go reads the change tables, writes Iceberg into the AWS Glue Data Catalog, and Redshift queries it. DuckDB 1.5.5 A 2-table SQL ...

Relational foundation model NVIDIA Kumo Relational beats XGBoost and AutoGluon across 41 benchmark tasks on enterprise databases with no feature engineering or custom training required, applying ...

Pipelines that show green can still ship wrong numbers. Here is how banks can catch silent data failures before regulatory ...

Run each command from the repository root and stop on any error. Each SQL file establishes its own role and secondary-role context. Run setup once; these scripts ...

Target Audience for This ArticleData infrastructure managers, data modelers, and IT staff struggling with rogue tables in ...

Discover strategies for connecting legacy equipment with cloud platforms, edge computing, industrial IoT protocols and ...

Engineers are replacing static prompts with dynamic context control planes that separate memory, knowledge, and real-time ...

Feature Views define fraud features once and reuse them for point-in-time training and online scoring, reducing data leakage ...