Best Big Data in 2024

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

Open Source

Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

Embedded Analytics built exclusively for SaaS applications.

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

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

Open Source

Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Open Source

Learn about Amazon Redshift cloud data warehouse.

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

Open Source

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.

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

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

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

Open Source

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

Open Source

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

Open Source