Denodo and Azure Data Factory both compete in the data integration and management space. Azure Data Factory appears to have an upper hand due to its scalability and seamless integration with the Azure ecosystem, making it suitable for handling significant data loads.
Features: Denodo offers powerful data virtualization capabilities, providing a centralized solution for diverse data sources with an emphasis on data abstraction and process management. In contrast, Azure Data Factory is lauded for its robust ETL functionalities, scalability, and integration with Microsoft's cloud services, which make it ideal for comprehensive data integration tasks.
Room for Improvement: Denodo users highlight the need for better data catalog functionality, ease of integration, and comprehensive documentation and support. In comparison, Azure Data Factory faces challenges with its pricing model complexity, monitoring capabilities, and integration with non-Azure services. Users often cite the need for improved third-party integration and a more predictable cost structure with Azure.
Ease of Deployment and Customer Service: Denodo supports on-premises and hybrid deployments and provides extensive documentation with high-level developer support, although users have noted difficulties with training and setup assistance. Azure Data Factory, primarily cloud-based, integrates extensively with Azure services but receives mixed feedback on technical support, with some users reporting slower response times.
Pricing and ROI: Denodo is perceived as expensive, with a complex licensing structure based on CPU count and additional features; however, users report significant ROI from enhanced processing times and efficiencies. Azure Data Factory offers a pay-as-you-go pricing model, noted for flexibility and competitive nature, yet users find cost estimation challenging due to variable billing. Both platforms show strong ROI, with Azure Data Factory's model potentially more accessible for varied user bases.
The technical support from Microsoft is rated an eight out of ten.
The technical support is responsive and helpful
The technical support for Azure Data Factory is generally acceptable.
The documentation is very thorough.
Denodo's customer support team is very competent and responsive.
They are proactive in conducting webinars and connecting with customers.
Azure Data Factory is highly scalable.
Its complexity in configuring and the requirement to install different connectors for different sources affects its scalability.
While the solution scales well on a single machine, I have doubts about its scalability when deployed as part of a Java component cluster.
The solution has a high level of stability, roughly a nine out of ten.
I would rate it nine out of ten because it is very reliable, always performing as expected.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Incorporating more dedicated API sources to specific services like HubSpot CRM or Salesforce would be beneficial.
There is a problem with the integration with third-party solutions, particularly with SAP.
Sometimes, the compute fails to process data if there is a heavy load suddenly, and it doesn't scale up automatically.
Ensuring data caching is up to date is critical.
Denodo needs better communication on how the product can be deployed for specific solutions.
The system has dependencies on other environments, like JVM, which can affect its performance.
The pricing is cost-effective.
It is considered cost-effective.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
It connects to different sources out-of-the-box, making integration much easier.
The interface of Azure Data Factory is very usable with a more interactive visual experience, making it easier for people who are not as experienced in coding to work with.
I find the most valuable feature in Azure Data Factory to be its ability to handle large datasets.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
Denodo is also effective for developing solutions quickly, facilitating user reports, and offering good data governance.
Azure Data Factory efficiently manages and integrates data from various sources, enabling seamless movement and transformation across platforms. Its valuable features include seamless integration with Azure services, handling large data volumes, flexible transformation, user-friendly interface, extensive connectors, and scalability. Users have experienced improved team performance, workflow simplification, enhanced collaboration, streamlined processes, and boosted productivity.
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.
Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.
Denodo Features
At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:
Denodo Benefits
Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:
Reviews from Real Users
Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.
Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.
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