[
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.

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##### ## 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

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##### ## 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

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##### ## 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

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## 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(1,366)

](https://www.g2.com/products/databricks/reviews)

[

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

Snowflake

4.5/5(763)

](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(1,366)

[
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)

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