Apache Ambari vs. Google Cloud Dataflow
A side-by-side comparison based on G2 review data.
| Metric | Apache Ambari | Google Cloud Dataflow |
|---|---|---|
| Overall rating | 4.1 | 4.2 |
| Review count | 23 | 44 |
| Ease of use | 8.9 | 8.3 |
| Ease of setup | 8.3 | 8.2 |
| Quality of support | 7.5 | 8.6 |
| Meets requirements | 8.4 | 9.1 |
| NPS | 28.571429 | 42.857143 |
| Small Business | 17.4% | 36.4% |
| Mid-Market | 17.4% | 31.8% |
| Enterprise | 65.2% | 31.8% |
| Total page views | 39 | 219 |
| Total LLM citations | 30 | 272 |
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.
Google Cloud Dataflow
Cloud Dataflow is a fully-managed service for transforming and enriching data in stream (real time) and batch (historical) modes with equal reliability and expressiveness -- no more complex workarounds or compromises needed. And with its serverless approach to resource provisioning and management, you have access to virtually limitless capacity to solve your biggest data processing challenges, while paying only for what you use.
- Features
- Real-time Analytics
- Insights
- Real-Time Processing
- Easy Management
- Speed