Throughout the industry, there are many different platforms that can be used for a data lake. Snowflake has emerged as a top vendor, offering a highly scalable, high-performance, fully managed system to allow for data lakes. All three major cloud providers also offer a data lake service, with Amazon’s S3, Azure’s Data Lake Storage, and Google’s Big Lake.