Building a Data Pipeline with Delta Lake, Spark, and DatabricksDelta Lake is an open-source storage layer that brings ACID (Atomicity, Consistency, Isolation, Durability) transactions and scalable…Jan 17Jan 17
Understanding Parquet, Apache ORC, and Avro: Key Differences for Big DataWhat big Data format shoul you use?…Choosing the right data format can have a huge impact on performance, storage efficiency, and overall…Jan 7Jan 7
Snowflake Streaming: Loading from AWS S3 using SnowPipe with Change Data Capture (CDC) to DWThe landscape of data management has drastically changed over the past few decades, shifting from traditional on-premise systems to…Jan 4Jan 4
Comparing Data Warehouses: Redshift, BigQuery, and SnowflakeData warehouses have become essential for organizations to manage and analyze large volumes of structured and semi-structured data. Among…Dec 27, 2024Dec 27, 2024
Snowflake Overview: Time travel, Tasks, Fail-safe, Streams, and Command CopySnowflake is a powerful data warehouse platform known for its scalability, elasticity, and ability to process large datasets efficiently…Dec 27, 2024Dec 27, 2024
Understanding Google BigQuery: Tables, Caching, Partitioning, and ClusteringGoogle BigQuery is a fully managed, serverless, and highly scalable data warehouse that allows businesses to run SQL-like queries on…Dec 21, 2024Dec 21, 2024
Amazon RedShift — Fast query performance, scalability, and integrationsAmazon Redshift is a cloud-based data warehousing service provided by Amazon Web Services (AWS). It is designed to handle and analyze…Dec 17, 2024Dec 17, 2024
Optimizing SQL Server: Understanding Parallelism in Execution PlanThis article provides an overview of interpreting parallel execution plans in SQL Server.Dec 16, 2024Dec 16, 2024
Optimizing SQL Server: Understanding the much-feared spool operatorsIn the world of SQL Server, the Spool Operator is often regarded with a mix of fear and confusion by many. It’s one of those elements that…Dec 11, 2024Dec 11, 2024
Optimizing SQL Server: Understanding Nested Loops, Hash Match, Merge Join, and Adaptive JoinIn most database systems, join operations are essential for combining data from multiple tables. SQL Server, as a relational database…Dec 6, 2024Dec 6, 2024