Apache Spark on Debian12
Cloudtrio Solutions · Intelligence & Research
Certification per Microsoft Marketplace.
Evidence tier Source Confirmed · 7 captures on record
What the publisher says
As described on Microsoft Marketplace.
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}.
Show the rest of the publisher’s description (30 more lines)
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
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Sources
Publisher resources
1 linkLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.