We performed a comparison between Azure Data Factory and Oracle GoldenGate Cloud Service based on real PeerSpot user reviews.
Find out what your peers are saying about Microsoft, Informatica, Oracle and others in Data Integration."We have found the bulk load feature very valuable."
"The data copy template is a valuable feature."
"Data Factory's best feature is the ease of setting up pipelines for data and cloud integrations."
"It's cloud-based, allowing multiple users to easily access the solution from the office or remote locations. I like that we can set up the security protocols for IP addresses, like allow lists. It's a pretty user-friendly product as well. The interface and build environment where you create pipelines are easy to use. It's straightforward to manage the digital transformation pipelines we build."
"The best part of this product is the extraction, transformation, and load."
"It has built-in connectors for more than 100 sources and onboarding data from many different sources to the cloud environment."
"Allows more data between on-premises and cloud solutions"
"ADF is another ETL tool similar to Informatica that can transform data or copy it from on-prem to the cloud or vice versa. Once we have the data, we can apply various transformations to it and schedule our pipeline according to our business needs. ADF integrates with Databricks. We can call our Databricks notebooks and schedule them via ADF."
"Scalability-wise, I rate the solution a ten out of ten."
"GoldenGate can aggregate various data types from different sources."
"GoldenGate's best features are the desktop security features."
"This has significantly eased the process of migration from on-premise to cloud. Instead of configuring everything from the ground up, the Oracle GoldenGate Cloud Service has made it seamless to build and render databases in cloud."
"One area for improvement is documentation. At present, there isn't enough documentation on how to use Azure Data Factory in certain conditions. It would be good to have documentation on the various use cases."
"Areas for improvement in Azure Data Factory include connectivity and integration. When you use integration runtime, whenever there's a failure, the backup process in Azure Data Factory takes time, so this is another area for improvement."
"The speed and performance need to be improved."
"Data Factory's cost is too high."
"I rate Azure Data Factory six out of 10 for stability. ADF is stable now, but we had problems recently with indexing on an SQL database. It's slow when dealing with a huge volume of data. It depends on whether the database is configured as general purpose or hyperscale."
"Integration of data lineage would be a nice feature in terms of DevOps integration. It would make implementation for a company much easier. I'm not sure if that's already available or not. However, that would be a great feature to add if it isn't already there."
"The performance could be better. It would be better if Azure Data Factory could handle a higher load. I have heard that it can get overloaded, and it can't handle it."
"The thing we missed most was data update, but this is now available as of two weeks ago."
"Oracle GoldenGate Cloud Service lacks AI. If AI gets introduced in Oracle GoldenGate Cloud Service, it would be much easier to do analysis."
"More technical documentation is needed, especially in terms of mapping and conversion of data, while integration would also be very helpful."
"Oracle is always adding new features. I can't think of anything that's urgent currently."
"The initial setup was a little complex, and we required support from Oracle to complete it."
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Azure Data Factory is ranked 1st in Data Integration with 81 reviews while Oracle GoldenGate Cloud Service is ranked 20th in Cloud Data Integration with 4 reviews. Azure Data Factory is rated 8.0, while Oracle GoldenGate Cloud Service is rated 8.8. The top reviewer of Azure Data Factory writes "The data factory agent is quite good but pricing needs to be more transparent". On the other hand, the top reviewer of Oracle GoldenGate Cloud Service writes "A cost-effective and easy-to-use tool that needs to introduce AI features". Azure Data Factory is most compared with Informatica PowerCenter, Informatica Cloud Data Integration, Alteryx Designer, Snowflake and IBM InfoSphere DataStage, whereas Oracle GoldenGate Cloud Service is most compared with AWS Database Migration Service, Confluent and Oracle GoldenGate.
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