[ AWS Lak... Reviews ](https://www.g2.com/products/aws-lake-formation/reviews) [ AWS Lak... Reviews ](https://www.g2.com/products/aws-lake-formation/reviews) # AWS Lake Formation Features ##### ## Database (3) Real-Time Data Collection Collects, stores, and organizes massive, unstructured data in real time Data Distribution Facilitates the disseminating of collected big data throughout parallel computing clusters Data Lake Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. Show More ##### ## Integrations (2) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Platform (3) Machine Scaling Facilitates solution to run on and scale to a large number of machines and systems Data Preparation Curates collected data for big data analytics solutions to analyze, manipulate, and model Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Processing (2) Cloud Processing Moves big data collection and processing to the cloud Workload Processing Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems Show More ## Top-Rated Alternatives [ ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") Google Cloud BigQuery 4.5/5(1,224) ](https://www.g2.com/products/google-cloud-bigquery/reviews) [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,363) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(764) ](https://www.g2.com/products/snowflake/reviews) [ View All Alternatives ](https://www.g2.com/products/aws-lake-formation/competitors/alternatives) AWS Lake Formation Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_96b275379465d759df5bffd0099d849a/google-cloud-bigquery.png "Product Avatar Image") BigQuery 4.5/5(1,224) [ Compare Now ](https://www.g2.com/compare/aws-lake-formation-vs-google-cloud-bigquery) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/aws-glue.jpg "Product Avatar Image") AWS Glue 4.3/5(202) [ Compare Now ](https://www.g2.com/compare/aws-glue-vs-aws-lake-formation) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,363) [ Compare Now ](https://www.g2.com/compare/aws-lake-formation-vs-databricks) ##### Categories on G2 [ Big Data Integration Platforms ](https://www.g2.com/categories/big-data-integration-platforms)[ Big Data Processing and Distribution ](https://www.g2.com/categories/big-data-processing-and-distribution) ##### Explore More [ Which energy management platforms work with smart meter integration for existing legacy building automation systems? 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