Confluent and Cloudera DataFlow are competing platforms in real-time data streaming and data flow management. Confluent holds a slight edge due to its better adaptability and ecosystem integration.
Features: Confluent stands out with its strong Kafka ecosystem, scalability, and integration capabilities, which are crucial for high-throughput needs. Cloudera DataFlow's strengths include intuitive flow-based programming, advanced data processing capabilities, and a wide feature set for diverse data workflows.
Room for Improvement: Confluent could improve on its data processing tools, making them more robust to compete directly with Cloudera's offerings. Cloudera DataFlow needs to enhance its cloud integration and simplify deployment processes to match Confluent's flexibility and seamless deployment.
Ease of Deployment and Customer Service: Confluent is praised for its flexible deployment and seamless cloud integration, with responsive customer support. Cloudera DataFlow provides a comprehensive on-premises solution with strong infrastructure management, though initially more complex to deploy. Its customer service is effective but less agile than Confluent's.
Pricing and ROI: Confluent offers subscription-based pricing with clear costs, enabling predictable budgeting and quicker ROI due to its cloud-based deployment. Cloudera DataFlow typically involves higher upfront costs but potentially offers greater long-term ROI through thorough infrastructure management and integration capabilities.
| Product | Market Share (%) |
|---|---|
| Confluent | 8.5% |
| Cloudera DataFlow | 1.3% |
| Other | 90.2% |
| Company Size | Count |
|---|---|
| Small Business | 6 |
| Midsize Enterprise | 4 |
| Large Enterprise | 16 |
Cloudera DataFlow (CDF) is a comprehensive edge-to-cloud real-time streaming data platform that gathers, curates, and analyzes data to provide customers with useful insight for immediately actionable intelligence. It resolves issues with real-time stream processing, streaming analytics, data provenance, and data ingestion from IoT devices and other sources that are associated with data in motion. Cloudera DataFlow enables secure and controlled data intake, data transformation, and content routing because it is built entirely on open-source technologies. With regard to all of your strategic digital projects, Cloudera DataFlow enables you to provide a superior customer experience, increase operational effectiveness, and maintain a competitive edge.
With Cloudera DataFlow, you can take the next step in modernizing your data streams by connecting your on-premises flow management, streams messaging, and stream processing and analytics capabilities to the public cloud.
Cloudera DataFlow Advantage Features
Cloudera DataFlow has many valuable key features. Some of the most useful ones include:
Cloudera DataFlow Advantage Benefits
There are many benefits to implementing Cloudera DataFlow . Some of the biggest advantages the solution offers include:
Confluent is an enterprise-ready, full-scale streaming platform that enhances Apache Kafka.
Confluent has integrated cutting-edge features that are designed to enhance these tasks:
Confluent is a more complete distribution of Kafka in that it enhances the integration possibilities of Kafka by introducing tools for managing and optimizing Kafka clusters while providing methods for making sure the streams are secure. Confluent supports publish-and-subscribe as well as the storing and processing of data within the streams. Kafka is easier to operate and build thanks to Confluent.
Confluent's software is available in three different varieties:
Confluent Advantage Features
Confluent has many valuable key features. Some of the most useful ones include:
Reviews from Real Users
Confluent stands out among its competitors for a number of reasons. Two major ones are its robust enterprise support and its open source option. PeerSpot users take note of the advantages of these features in their reviews:
Ravi B., a solutions architect at a tech services company, writes of the solution, “KSQL is a valuable feature, as is the Kafka Connect framework for connecting to the various source systems where you need not write the code. We get great support from Confluent because we're using the enterprise version and whenever there's a problem, they support us with fine-tuning and finding the root cause.”
Amit S., an IT consultant, notes, “The biggest benefit is that it is open source. You have the flexibility of opting or not opting for enterprise support, even though the tool itself is open source.” He adds, “The second benefit is it's very modern and built on Java and Scala. You can extend the features very well, and it doesn't take a lot of effort to do so.”
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