We performed a comparison between IBM InfoSphere DataStage and Oracle GoldenGate based on real PeerSpot user reviews.
Find out in this report how the two Data Integration Tools solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
"It is a very powerful, modern data analytics solution, in which you can integrate a large volume of data from different sources. It integrates all of the data and you can design, create, and monitor pipelines according to your requirements. It is an all-in-one day data ops solution."
"It is really easy to set up and the interface is easy to use."
"StreamSets data drift feature gives us an alert upfront so we know that the data can be ingested. Whatever the schema or data type changes, it lands automatically into the data lake without any intervention from us, but then that information is crucial to fix for downstream pipelines, which process the data into models, like Tableau and Power BI models. This is actually very useful for us. We are already seeing benefits. Our pipelines used to break when there were data drift changes, then we needed to spend about a week fixing it. Right now, we are saving one to two weeks. Though, it depends on the complexity of the pipeline, we are definitely seeing a lot of time being saved."
"StreamSets’ data drift resilience has reduced the time it takes us to fix data drift breakages. For example, in our previous Hadoop scenario, when we were creating the Sqoop-based processes to move data from source to destinations, we were getting the job done. That took approximately an hour to an hour and a half when we did it with Hadoop. However, with the StreamSets, since it works on a data collector-based mechanism, it completes the same process in 15 minutes of time. Therefore, it has saved us around 45 minutes per data pipeline or table that we migrate. Thus, it reduced the data transfer, including the drift part, by 45 minutes."
"I have used Data Collector, Transformer, and Control Hub products from StreamSets. What I really like about these products is that they're very user-friendly. People who are not from a technological or core development background find it easy to get started and build data pipelines and connect to the databases. They would be comfortable like any technical person within a couple of weeks."
"In StreamSets, everything is in one place."
"Offers great flexibility."
"The most valuable feature is the data integration for data warehousing."
"It's a robust solution."
"As a data integration platform, it is easy to use. It is quite robust and useful for volumetric analysis when you have huge volumes of data. We have tested it for up to ten million rows, and it is robust enough to process ten million rows internally with its parallel processing. Its error logging mechanism is far simpler and easier to understand than other data integration tools. The newer version of InfoSphere has the data catalog and IDC lineage. They are helpful in the easy traceability of columns and tables."
"The performance optimization is quite good in DataStage. It provides parallelism and pipelining mechanisms"
"When we have needed help from the IBM team, they were helpful. Our company is a premium partner so we get fast responses."
"The Hierarchical Data Stage is good."
"It is quite useful and powerful."
"GoldenGate can connect and collect data from multiple sources, such as SQL Server."
"Many of the features of Oracle GoldenGate are valuable. We use Oracle databases and this tool is from Oracle, making it have superior compatibility."
"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."
"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."
"The most valuable features of Oracle GoldenGate are the schema application and performance."
"It works best with Oracle."
"What I like most about Oracle GoldenGate is that it supports cross-platform migrations. For example, Oracle GoldenGate could pump data from one type of system to another such as the data from Oracle DB to SQL Db2."
"If you use JDBC Lookup, for example, it generally takes a long time to process data."
"We create pipelines or jobs in StreamSets Control Hub. It is a great feature, but if there is a way to have a folder structure or organize the pipelines and jobs in Control Hub, it would be great. I submitted a ticket for this some time back."
"Sometimes, when we have large amounts of data that is very efficiently stored in Hadoop or Kafka, it is not very efficient to run it through StreamSets, due to the lack of efficiency or the resources that StreamSets is using."
"Currently, we can only use the query to read data from SAP HANA. What we would like to see, as soon as possible, is the ability to read from multiple tables from SAP HANA. That would be a really good thing that we could use immediately. For example, if you have 100 tables in SQL Server or Oracle, then you could just point it to the schema or the 100 tables and ingestion information. However, you can't do that in SAP HANA since StreamSets currently is lacking in this. They do not have a multi-table feature for SAP HANA. Therefore, a multi-table origin for SAP HANA would be helpful."
"The logging mechanism could be improved. If I am working on a pipeline, then create a job out of it and it is running, it will generate constant logs. So, the logging mechanism could be simplified. Now, it is a bit difficult to understand and filter the logs. It takes some time."
"We've seen a couple of cases where it appears to have a memory leak or a similar problem."
"The response time from support is slow and needs to be improved."
"In the future, I would like to see more integration with cloud technologies."
"The initial setup could be more straightforward."
"It doesn't have any big data connections. It would be good to have them because most of the systems are moving towards big data. There should also be a user-friendly way to interact with the cloud. Its loading process is very slow. It takes a lot of time for around 5 or 6 million records, and we are not able to provide real-time data to the vendors due to this delay. Its performance needs to be improved. It is also like a legacy system. It is not updated much. In higher versions, they only do small changes. We would like to have new features and new technologies."
"It would be useful to provide support for Python, AR, and Java."
"Currently lacking virtualization ability."
"The interface needs improvement."
"Their web interface is good but the on-prem sites are outdated. The solution could also be improved if they could integrate the data pipeline scheduling part of their interface."
"Troubleshooting issues is not always the easiest. It should be easier to troubleshoot. Their support can also be improved. They don't read your problem statement and waste a lot of time. GoldenGate for big data is actually a separate license. It is sort of a separate product, but it might fall underneath your GoldenGate category. If we're talking about big data, its interaction with big data sources is poorly documented."
"Oracle GoldenGate's installation is not user-friendly, we had to read a lot of documentation for the setup and configuration."
"Oracle GoldenGate could improve the price."
"What needs improvement in Oracle GoldenGate is the support. Another feature that needs to be improved in the solution is its GUI. It would be useful for programmers or users to be able to work from the GUI, not just from the command line. Simplifying how Oracle GoldenGate is used would also make the solution better."
"I would like to see the interface more graphical and easier to use."
"The front-end management isn't very good."
"The problem with GoldenGate is it is very complex to use. You need heavyweight skills to use it."
StreamSets offers an end-to-end data integration platform to build, run, monitor and manage smart data pipelines that deliver continuous data for DataOps, and power the modern data ecosystem and hybrid integration.
Only StreamSets provides a single design experience for all design patterns for 10x greater developer productivity; smart data pipelines that are resilient to change for 80% less breakages; and a single pane of glass for managing and monitoring all pipelines across hybrid and cloud architectures to eliminate blind spots and control gaps.
With StreamSets, you can deliver the continuous data that drives the connected enterprise.
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."
IBM InfoSphere DataStage is ranked 8th in Data Integration Tools with 10 reviews while Oracle GoldenGate is ranked 12th in Data Integration Tools with 7 reviews. IBM InfoSphere DataStage is rated 7.8, while Oracle GoldenGate is rated 7.2. The top reviewer of IBM InfoSphere DataStage writes "Robust, easy to use, has a simple error logging mechanism, and works very well for huge volumes of data". On the other hand, the top reviewer of Oracle GoldenGate writes "Migrations are fast but heavyweight skills needed to use it". IBM InfoSphere DataStage is most compared with SSIS, Talend Open Studio, AWS Glue, Informatica PowerCenter and SAP Data Services, whereas Oracle GoldenGate is most compared with AWS Database Migration Service, Quest SharePlex, Oracle Data Integrator (ODI), Qlik Replicate and AWS Glue. See our IBM InfoSphere DataStage vs. Oracle GoldenGate report.
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