Google Cloud Managed Service for Apache Spark vs. Apache Ambari
A side-by-side comparison based on G2 review data.
| Metric | Google Cloud Managed Service for Apache Spark | Apache Ambari |
|---|---|---|
| Overall rating | 4.3 | 4.1 |
| Review count | 18 | 23 |
| Ease of use | 9.0 | 8.9 |
| Ease of setup | 7.1 | 8.3 |
| Quality of support | 9.0 | 7.5 |
| Meets requirements | 8.8 | 8.4 |
| NPS | 68.75 | 28.571429 |
| Small Business | 27.8% | 17.4% |
| Mid-Market | 38.9% | 17.4% |
| Enterprise | 33.3% | 65.2% |
| Total page views | 126 | 39 |
| Total LLM citations | 544 | 30 |
Google Cloud Managed Service for Apache Spark
Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters in a simpler, more cost-efficient way. Operations that used to take hours or days take seconds or minutes instead, and you pay only for the resources you use (with per-second billing). Cloud Dataproc also easily integrates with other Google Cloud Platform (GCP) services, giving you a powerful and complete platform for data processing, analytics and machine learning.
Apache Ambari
Apache Ambari is a software project designed to enable system administrators to provision, manage and monitor a Hadoop cluster, and also to integrate Hadoop with the existing enterprise infrastructure.