Blogs›Snowflake›Apache Spark on Snowflake
This post details the technical underpinnings and scaling strategies behind Snowflake CoCo, the framework enabling Apache Spark to run directly on Snowflake. It emphasizes how CoCo is engineered to handle enterprise-grade AI workloads by providing robust scaling, efficient resource utilization, and built-in trust mechanisms, building upon the initial introduction of Apache Spark on Snowflake.
7/31/2026
Introduces the CoCo framework for running Apache Spark on Snowflake, detailing the architecture and technical aspects of integrating Spark compute within Snowflake's data cloud. This enables in-database Spark processing.
7/21/2026
This post dives deeper into the scaling aspects of Snowflake CoCo for enterprise AI, focusing on the architectural decisions and technical implementations that ensure its ability to handle large-scale AI workloads. It elaborates on the 'trust' aspect by detailing how CoCo integrates with Snowflake's security and governance features to provide a secure environment for AI development and deployment.