Spark Streaming
Spark Streaming makes it easy to build scalable and fault-tolerant streaming applications.
Some of the top features or benefits of Spark Streaming are: Scalability, Integration, Fault Tolerance, Ease of Use, and Unified Platform. You can visit the info page to learn more.
Best Spark Streaming Alternatives & Competitors in 2025
The best Spark Streaming alternatives based on verified products, community votes, reviews and other factors.
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Open-Source Alternatives.
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Confluent offers a real-time data platform built around Apache Kafka.
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Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.
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Forget the data hassle. Manage all your KPIs from every system, perfectly customized to your needs—all in one place, in minutes.
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Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
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Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.
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Leo enables teams to innovate faster by providing visibility and control for data streams.
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Discover our high quality range of over 40 interchangeable camera lenses including A-mount and E-mount lenses crafted for a range of shooting situations.
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Spring Cloud Data Flow is a platform capable of stream and batch data pipelines having the tools to create delicate topologies.
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Striim provides an end-to-end, real-time data integration and streaming analytics platform.
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Azure Stream Analytics offers real-time stream processing in the cloud.
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Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.
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Analyze, continuously query, and act on IoT and other streaming data at lightning fast speeds. Take real-time operations and analytics to the next level with...
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Your data. Where you need it. HVR is the leading independent real-time data replication solution that offers efficient data integration for cloud and more.
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Cloud Pub/Sub is a flexible, reliable, real-time messaging service for independent applications to publish & subscribe to asynchronous events.
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