https://store-images.s-microsoft.com/image/apps.38748.e541c6ab-6366-4bf3-ada9-b5b750a6f84d.e73b99e9-ccd0-487e-92af-96194db3364e.b8742b4c-df4d-4267-9fd0-c0973bcc4ec5

Apache Spark on Debian12

by Cloudtrio Solutions

Apache Spark is used for fast, large-scale data processing and analytics using distributed computing.

Headline: Deploy Production-Ready Apache Spark in Minutes on Linux

Summary: Eliminate the complexity of configuring Java, Spark binaries, environment variables, and cluster dependencies. This image delivers a fully optimized, secure, and production-ready :contentReference[oaicite:1]{index=1} environment on Linux (Debian 12) — ideal for big data analytics, ETL pipelines, machine learning, and real-time data processing on :contentReference[oaicite:2]{index=2}.

Why use this Image?

  • Instant Launch: Apache Spark comes pre-installed with Java, Spark binaries, and essential system dependencies. Start running Spark jobs and interactive shells immediately after deployment.
  • Optimized for Performance: Spark, JVM, and OS-level settings are tuned for fast execution, efficient memory usage, and scalable workloads — suitable for batch processing and streaming.
  • Cluster-Ready & Standalone: Supports Spark Standalone mode out of the box and integrates seamlessly with HDFS, object storage, and distributed data sources.
  • Cloud-Optimized: Clean Linux base image (Debian 12) tailored for Azure VMs, with structured directories for logs, job history, data storage, and monitoring.
  • Ideal For: Data engineers, data scientists, and enterprises building analytics platforms, ETL workflows, ML pipelines, and real-time data applications using Apache Spark.

Get Started: Click “Get it now” to launch.

How to Verify Your Installation:

  • sudo su : Switch to Super User
  • cd /opt/spark : Navigate to the Spark directory
  • spark-shell --version : Verify the installed Spark version
  • Open the Spark Web UI: http://<VM-IP>:8080

About :contentReference[oaicite:3]{index=3}

CloudTrio Solutions specializes in delivering high-performance, secure, and production-ready cloud images for Microsoft Azure.
Each image is thoroughly tested, optimized, and validated for long-term reliability and smooth operation.

Our mission is simple:
Deliver enterprise-grade cloud solutions that reduce setup time, improve system performance, and minimize operational effort.

24/7 Expert Support

All CloudTrio images include dedicated support from certified cloud engineers.

  • Email: support@cloudtriosolutions.com
  • Phone: Available 24/7 for paid support subscribers
  • Assistance with Spark configuration, performance tuning, job optimization, cluster scaling, and Azure architecture.

Useful Links

Managed Azure Services
CloudTrio Solutions – Official Website

Disclaimer: CloudTrio Solutions does not provide commercial licenses for any open-source software included in this image.
All components are distributed under their respective open-source licenses.

Default Ports: 8080 (Spark UI)
Allowed Ports: 22 (SSH), 8080 (TCP)

© CloudTrio Solutions. All rights reserved