Denodo and Oracle GoldenGate are two major competitors in the data integration and management space. Denodo's strength lies in data virtualization, while Oracle GoldenGate excels in data replication, making it ideal for environments requiring seamless synchronization.
Features: Denodo offers data virtualization, robust data abstraction, and efficient data modeling, with strong integration capabilities and performance suited to pharma environments. Its query optimization and community support are notable. Oracle GoldenGate is renowned for real-time data replication, seamless integration with Oracle databases, and its Change Data Capture (CDC) feature, making cross-platform migration efficient. Its robustness in data replication gives it an advantage in requiring consistent data synchronization.
Room for Improvement: Denodo needs to improve its data catalog functionality, integration capabilities, and user interface for non-specialists. It also requires better training documentation and connectivity options. Oracle GoldenGate could benefit from simplifying its setup, enhancing monitoring tools, and offering a more user-friendly interface. Its pricing structure remains a concern for many users, needing cost-effectiveness.
Ease of Deployment and Customer Service: Denodo provides flexible deployment in cloud and on-premises setups, though its technical support receives mixed feedback regarding responsiveness. Oracle GoldenGate offers similar deployment flexibility but encounters criticism over complex integration processes. Its customer service stands out, with access to expert developers for high-level issues.
Pricing and ROI: Denodo is considered expensive but value-rich, particularly for large enterprises, leading to significant ROI through improved process efficiency. Oracle GoldenGate is highly priced, often limiting its use to larger organizations despite a generally positive ROI. Denodo's pricing aligns with its feature offerings, while cost sensitivity remains a concern for GoldenGate users.
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.
The support team responds quickly, providing feedback which we then implement.
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.
It effectively manages larger databases, such as those of 15 terabytes and above.
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.
Oracle GoldenGate is quite stable.
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 configuration process could be made simpler.
For Oracle GoldenGate, customers face challenges with patching, the latest updates, and encountering bugs.
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.
The list price is high, and the price can sometimes seem expensive if the appropriate discount is not applied.
The pricing of Oracle GoldenGate is quite high.
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.
The ability to sync data in real time is a key feature I rely on.
Oracle GoldenGate is beneficial for data replication and ensures secure data transport.
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.
Oracle GoldenGate is a real-time data integration and database replication solution. It can detect data events and route them across networks at very low latencies and integrates well with 100s of combinations of non-Oracle databases, data stores, and clouds.
Oracle GoldenGate Features
Oracle GoldenGate has many valuable key features, including:
Oracle GoldenGate Benefits
Some of the benefits of using Oracle GoldenGate include:
Reviews from Real Users
Below are some reviews and helpful feedback written by Oracle GoldenGate users.
PeerSpot user Steve-J., Cloud Migration Software Consultant - UK & EMEA at 1PLACE, says, "What I have found the most valuable about GoldenGate is that it does real-time and no-downtime migrations. Its migrations are fast. There are not many tools like it on the marketplace."
Pinak S., Senior Manager of System and Database at ESL, mentions, “We like how in GoldenGate the heterogeneous database is supported. Sometimes the client actually needs a schedule and needs to ensure the state of databases for reporting purposes. With that in mind, we have been able to configure GoldenGate for certain schema. The solution is quite stable. They've recently improved the ease of implementation.”
A Database Administrator at a manufacturing company explains, "It moves the data as you set it up, and it works. I am also very impressed with its stability and scalability. It is not super feature-rich, but the new releases have more functionality. It recently had more native integrations with Oracle Database. If you are using it against an Oracle database, it has a lot more functionality."
An Oracle ERP DBA Consultant - Oracle Super Cluster T5-8 Admin at a government comments, "GoldenGate can connect and collect data from multiple sources, such as SQL Server."
We monitor all Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.
