If your queries got slower without any code change, you’re probably paying partitioning tax. Most engineers don’t see it. Most Lakehouses die because of it. Read here: medium.com/@thedatatrait/… #DataInfra #BigData #ETL #Lakehouse #data @databricks @Snowflake @DeltaLakeOSS
Real-time data isn’t about speed — it’s about trust. And trust comes from architecture that scales without surprising you. Read here for the breakdown of the entire architecture:: thedatatrait.medium.com/from-streams-t… #DataDriven #DataEngineering #medium #TheDataTrait
Real-time data isn’t magic. It’s Kafka catching every event. It’s S3 storing every heartbeat. Batch is yesterday. Streaming is now. And Kafka → S3 is where modern data engineering really begins. Read here: thedatatrait.medium.com/from-streams-t… #Kafka #AmazonS3 #TheDataTrait #DataPipeline
Raw data is like ingredients in pantry. Azure SQL is your fridge. Azure Data Factory? The chef who keeps them in sync. How data really moves behind the scenes — from Blob to SQL, chaos to clarity. #AzureDataFactory #DataPipeline #TheDataTrait Read here: thedatatrait.medium.com/from-blobs-to-…
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