We performed a comparison between Apache Hadoop and VMware Tanzu Data Services based on real PeerSpot user reviews.
Find out in this report how the two Data Warehouse solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI."It is a file system for data collection. There are nodes in this cluster that contain all the information, directories, and other files. The nodes are based on the MySQL database."
"Data ingestion: It has rapid speed, if Apache Accumulo is used."
"We selected Apache Hadoop because it is not dependent on third-party vendors."
"What comes with the standard setup is what we mostly use, but Ambari is the most important."
"The most valuable features are powerful tools for ingestion, as data is in multiple systems."
"I liked that Apache Hadoop was powerful, had a lot of tools, and the fact that it was free and community-developed."
"Its integration is Hadoop's best feature because that allows us to support different tools in a big data platform."
"One valuable feature is that we can download data."
"Some of the most valuable features are publish and subscribe, fanout, and queues."
"The solution is stable."
"Companies can scale the solution, so long as they have server room."
"We use VMware RabbitMQ to transfer information from one point to another."
"The solution has really cool features to use. Its management console is excellent. You can utilize plugins to view the performance of the whole service on one network."
"It works very well with large database queries."
"The most valuable feature is asynchronous calls, which are easy to configure."
"Tanzu Greenplum's most valuable features include the integration of modern data science approaches across an MPP platform."
"The stability of the solution needs improvement."
"It could be more user-friendly."
"There is a lack of virtualization and presentation layers, so you can't take it and implement it like a radio solution."
"It needs better user interface (UI) functionalities."
"It requires a great deal of learning curve to understand. The overall Hadoop ecosystem has a large number of sub-products. There is ZooKeeper, and there are a whole lot of other things that are connected. In many cases, their functionalities are overlapping, and for a newcomer or our clients, it is very difficult to decide which of them to buy and which of them they don't really need. They require a consulting organization for it, which is good for organizations such as ours because that's what we do, but it is not easy for the end customers to gain so much knowledge and optimally use it."
"From the Apache perspective or the open-source community, they need to add more capabilities to make life easier from a configuration and deployment perspective."
"The upgrade path should be improved because it is not as easy as it should be."
"It would be helpful to have more information on how to best apply this solution to smaller organizations, with less data, and grow the data lake."
"The product is pretty hard to configure."
"VMware Tanzu Greenplum needs improvement in the memory area and improved methods for quick access to the disc. So, one of the quick goals of Greenplum must work on enhancing access to the disc by adding hints in the database."
"This solution struggled with multi-regional synchronization."
"The user interface could be improved."
"Initial setup is a little complex. It took around two weeks to deploy."
"I was struggling with installing a few things. It would be good if was somewhat similar to RedHat. There should be more documentation regarding installation troubleshooting."
"VMware RabbitMQ's configuration process could be easier to understand."
"The initial setup is somewhat complex and the out-of-the-box configuration requires optimization."
Apache Hadoop is ranked 6th in Data Warehouse with 34 reviews while VMware Tanzu Data Services is ranked 5th in Data Warehouse with 81 reviews. Apache Hadoop is rated 7.8, while VMware Tanzu Data Services is rated 8.0. The top reviewer of Apache Hadoop writes "Handles huge data volumes and create your own workflows and tables but you need to have deeper knowledge". On the other hand, the top reviewer of VMware Tanzu Data Services writes "Reliable queueing functionality and versatile tool that can be used with any programming languages ". Apache Hadoop is most compared with Azure Data Factory, Microsoft Azure Synapse Analytics, Oracle Exadata, Snowflake and Dremio, whereas VMware Tanzu Data Services is most compared with IBM MQ, Anypoint MQ, Apache Kafka and Red Hat AMQ. See our Apache Hadoop vs. VMware Tanzu Data Services report.
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