Apache Beam vs. Google Cloud Dataflow Comparison


Apache Beam Apache Software Foundation	Google Cloud Dataflow Google	+	+
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About The easiest way to do batch and streaming data processing. Write once, run anywhere data processing for mission-critical production workloads. Beam reads your data from a diverse set of supported sources, no matter if it’s on-prem or in the cloud. Beam executes your business logic for both batch and streaming use cases. Beam writes the results of your data processing logic to the most popular data sinks in the industry. A simplified, single programming model for both batch and streaming use cases for every member of your data and application teams. Apache Beam is extensible, with projects such as TensorFlow Extended and Apache Hop built on top of Apache Beam. Execute pipelines on multiple execution environments (runners), providing flexibility and avoiding lock-in. Open, community-based development and support to help evolve your application and meet the needs of your specific use cases.	About Unified stream and batch data processing that's serverless, fast, and cost-effective. Fully managed data processing service. Automated provisioning and management of processing resources. Horizontal autoscaling of worker resources to maximize resource utilization. OSS community-driven innovation with Apache Beam SDK. Reliable and consistent exactly-once processing. Streaming data analytics with speed. Dataflow enables fast, simplified streaming data pipeline development with lower data latency. Allow teams to focus on programming instead of managing server clusters as Dataflow’s serverless approach removes operational overhead from data engineering workloads. Allow teams to focus on programming instead of managing server clusters as Dataflow’s serverless approach removes operational overhead from data engineering workloads. Dataflow automates provisioning and management of processing resources to minimize latency and maximize utilization.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Real-Time Data Streaming solution for businesses	Audience Teams that want unified stream and batch data processing that's serverless, fast, and cost-effective
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Apache Software Foundation Founded: 1999 United States beam.apache.org	Company Information Google Founded: 1998 United States cloud.google.com/dataflow
Alternatives Google Cloud Dataflow Google	Alternatives Apache Beam Apache Software Foundation
Apache Storm Apache Software Foundation	Cloud Dataprep Google
Spark Streaming Apache Software Foundation	Esper Enterprise Edition EsperTech Inc.
Astra Streaming DataStax	Informatica Data Engineering Streaming Informatica
Paraxia-Plus-10 Sciopt Enterprises View All	Cloudera DataFlow Cloudera View All
Categories Real-Time Data Streaming Supported	Categories Data Engineering Supported Data Pipeline Supported Event Stream Processing Supported Real-Time Data Streaming Supported Streaming Analytics Supported
	Show More Features Streaming Analytics Features Data Enrichment Supported Data Wrangling / Data Prep Supported Multiple Data Source Support Supported Process Automation Supported Real-time Analysis / Reporting Supported Visualization Dashboards Supported
Integrations CData Connect Not Supported DataBuck Not Supported Google Cloud Bigtable Not Supported Google Cloud Confidential VMs Not Supported Google Cloud Datastream Not Supported Google Cloud IoT Core Not Supported Google Cloud Knowledge Catalog Not Supported Google Cloud Managed Service for Apache Airflow Not Supported Google Cloud Platform Not Supported Google Cloud Profiler Not Supported New Relic Not Supported Orchestra Not Supported Pantomath Not Supported Protegrity Not Supported PubSub+ Platform Supported Sedai Not Supported Telmai Not Supported Ternary Not Supported ZenML Supported Show More Integrations View All 2 Integrations	Integrations CData Connect Supported DataBuck Supported Google Cloud Bigtable Supported Google Cloud Confidential VMs Supported Google Cloud Datastream Supported Google Cloud IoT Core Supported Google Cloud Knowledge Catalog Supported Google Cloud Managed Service for Apache Airflow Supported Google Cloud Platform Supported Google Cloud Profiler Supported New Relic Supported Orchestra Supported Pantomath Supported Protegrity Supported PubSub+ Platform Not Supported Sedai Supported Telmai Supported Ternary Supported ZenML Not Supported Show More Integrations View All 17 Integrations
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