Base
Hardened build
minimal ports, security patches applied at build time
Apache Spark
Azure
Analytics
1 variation
Apache Spark 4.1, the unified analytics engine for large scale data, ready to process on first boot.
Variations
This product is available in the build below. Open it for the operating system, cloud and version detail, or read its deployment guide.
| Product | Cloud | Operating system | Version | |
|---|---|---|---|---|
| Apache Spark 4.1 on Ubuntu | Azure | Ubuntu | 4.1 | View · Guide |
Overview
Apache Spark is a unified engine for large scale data processing, supporting batch, streaming, SQL and machine learning workloads. It is widely used to build fast, distributed data pipelines and analytics jobs.
Why the cloudimg image
cloudimg delivers Spark 4.1 fully patched, preconfigured so the engine is ready on first boot. The image is hardened out of the box and carries 24/7 support.
Common uses
- Large scale data processing
- Batch and streaming analytics
- Machine learning pipelines
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