[
Spark S... Reviews
](https://www.g2.com/products/spark-streaming/reviews)

[
Spark S... Reviews
](https://www.g2.com/products/spark-streaming/reviews)

# Spark Streaming Features

##### 
## Data (4)

Data Processing

The ability to process large amounts of data.

Data Sources

The ability to process data from a wide variety of sources and formats.

Integration

The ability to work seamlessly with another software platform.

Real-Time Processing

Processing data from a variety of sources in real time as it arrives.

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##### 
## Analytics (1)

Reporting & Analytics

Tools to visualize and analyze data.

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[

 ![Kpow for Apache Kafka®](https://images.g2crowd.com/uploads/product/hd_favicon/82472f75bf45e30e78bd1df7961985a2/kpow-for-apache-kafka.svg "Kpow for Apache Kafka®")

Sponsored

Kpow for Apache Kafka®

4.9/5

(4)

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## Top-Rated Alternatives

[

 ![Amazon Kinesis Data Streams](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/aws-amazon-kinesis-data-streams.svg "Amazon Kinesis Data Streams")

Amazon Kinesis Data Streams

4.3/5

(82)

](https://www.g2.com/products/aws-amazon-kinesis-data-streams/reviews)

[

 ![Confluent](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b087379a1153e7d513f37c83481c8ced/confluent.png "Confluent")

Confluent

4.4/5

(111)

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

[

 ![Google Cloud Dataflow](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0c51d2c2e5f85fe45126eb818f748267/google-cloud-dataflow.png "Google Cloud Dataflow")

Google Cloud Dataflow

4.2/5

(43)

](https://www.g2.com/products/google-cloud-dataflow/reviews)

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

Spark Streaming Comparisons

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_6c02a8e14b7579c91df2f2d00649fb51/aws-amazon-kinesis-data-streams.png "Product Avatar Image")

Amazon Kinesis Data Streams

4.3/5

(91)

[
Compare Now
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 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_0c51d2c2e5f85fe45126eb818f748267/google-cloud-dataflow.png "Product Avatar Image")

Google Cloud Dataflow

4.2/5

(45)

[
Compare Now
](https://www.g2.com/compare/google-cloud-dataflow-vs-spark-streaming)

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b087379a1153e7d513f37c83481c8ced/confluent.png "Product Avatar Image")

Confluent

4.4/5

(114)

[
Compare Now
](https://www.g2.com/compare/confluent-vs-spark-streaming)

##### Categories on G2

[
Event Stream Processing
](https://www.g2.com/categories/event-stream-processing)

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