Google Cloud Dataflow Alternatives

A fully managed data warehouse for large-scale data analytics.

Open Source

Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Embedded Analytics built exclusively for SaaS applications.

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Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Open Source

Managed Apache Spark and Apache Hadoop service which is fast, easy to use, and low cost

Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.

Confluent offers a real-time data platform built around Apache Kafka.

Open Source

Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.

Spark Streaming makes it easy to build scalable and fault-tolerant streaming applications.

Apache Beam provides an advanced unified programming model to implement batch and streaming data processing jobs.

Open Source

Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Open Source

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Open Source

Azure HDInsight is a managed Apache Hadoop cloud service that lets you run Apache Spark, Apache Hive, Apache Kafka, Apache HBase, and more.