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# Apache Beam 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

[

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

Databricks

4.6/5(1,366)

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[

 ![Amazon EMR](https://images.g2crowd.com/uploads/product/hd_favicon/1528476487/amazon-emr.svg "Amazon EMR")

Amazon EMR

4.2/5(70)

](https://www.g2.com/products/amazon-emr/reviews)

[

 ![Azure Data Lake Store](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-lake-store.jpg "Azure Data Lake Store")

Azure Data Lake Store

4.5/5(40)

](https://www.g2.com/products/azure-data-lake-store/reviews)

[
View All Alternatives
](https://www.g2.com/products/apache-beam/competitors/alternatives)

Apache Beam Comparisons

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b350900e1c1cde239f398145fc13d8f3/apache-flink.jpg "Product Avatar Image")

Apache Flink

4.4/5(17)

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 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_689ac3b637ca780ceb5591a5a9bde905/hadoop-hdfs.png "Product Avatar Image")

Hadoop HDFS

4.4/5(141)

[
Compare Now
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 ![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)

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Compare Now
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[Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution)

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