Teradata Vantage - very good choice
Teradata Vantage is used as an integrated Enterprise Data Warehouse (EDW) that consolidates data from major systems in the company. Both …
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What is Teradata Vantage?
Teradata Vantage is presented as a modern analytics cloud platform that unifies everything—data lakes, data warehouses, analytics, and new data sources and types. Supports hybrid multi-cloud environments and priced for flexibility, Vantage delivers unlimited intelligence to build the future of…
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Teradata VantageCore
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Teradata VantageCloud Lake
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What is Teradata Vantage?
Teradata Vantage is a connected multi-cloud data platform for enterprise analytics that unifies data lakes, data warehouses, analytics and new data sources and types. Supporting hybrid, multi-cloud environments and priced for flexibility, Vantage aims to deliver unlimited intelligence to build the future of business. Teradata Vantage can be deployed on public clouds-as well as on premises with Teradata IntelliFlex, or on commodity hardware with VMware.
Teradata Vantage offers
- Agile business user productivity – from Teradata Vantage’s fast parallel performance, 1012 compute node scalability, and workload management, driven by Teradata’s cost-based optimizer that minimizes compute and IO costs while delivering results faster. Business users wait seconds or minutes, not hours to make well-informed decisions.
- Modern cloud native services – with on-demand cloud instances, native object storage read/write access, VantageCloud Lake Console for IT and business user control, and pay-as-you-go pricing. Includes hybrid and multi-cloud AWS, Azure, Google public clouds and on-premises VMware private clouds.
- Built-in parallel AI/machine learning and MLOps – with over 140 data science algorithms Vantage scales machine learning by training models on more than 1 million observations, and scoring them against more than 250 million observations multiple times per day. Plus, built-in MLOps that detects model drift and automates model rebuilding.
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Teradata Vantage Technical Details
| Deployment Types | On-premise, Software as a Service (SaaS), Cloud, or Web-Based |
|---|---|
| Operating Systems | Linux |
| Mobile Application | No |
| Supported Countries | Global |
| Supported Languages | English, French, German, Japanese, Korean, Russian, Chinese, Spanish, Portuguese, +15 more |
Teradata Vantage Downloadables
- Unit pricing for Teradata VantageCloud Lake is offered through a consumption-based, pay for what you use model. This describes how VantageCloud Lake unit pricing works, and goes over the various package options.
- Introducing Teradata VantageCloud Lake: A new offer based on Teradata’s next-generation cloud-native architecture.
- How Teradata Vantage on VMware offers a flexible way to enhance business insights and bring faster time to value.
Frequently Asked Questions
Teradata Vantage is presented as a modern analytics cloud platform that unifies everything—data lakes, data warehouses, analytics, and new data sources and types. Supports hybrid multi-cloud environments and priced for flexibility, Vantage delivers unlimited intelligence to build the future of business.
Users can deploy Vantage on public clouds (such as AWS, Azure, and GCP), hybrid multi-cloud environments, on-premises with Teradata IntelliFlex, or on commodity hardware with VMware.
Reviewers rate Usability highest, with a score of 7.3.
The most common users of Teradata Vantage are from Enterprises (1,001+ employees).
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September 13, 2023
Teradata Vantage in the Cloud
We use Teradata Vantage to analyse parcel event data, plus finance, customer reviews, transport movements and profitability. Our data is loaded every 5 minutes to the database. It is used to produce operational reports and alerts intraday, plus previous day's performance, and monitoring longer term performance trends. We also produce reports for our clients to inform them of their deliveries performance. The finance department use data to report on their data, and profitability data is used by account managers. The Teradata Vantage database performs well for us, and the cloud instance we use works without much intervention.
- Performance is good
- Cloud instance doesn't need much management
- Integrates well with our tools
- Managed backups could be better. Triggered scheduling, and being able to back up different areas of data at different times would be great.
- The clearscape interface should be provided as an option in the cloud on an application node in the same instance as the database
- Add better ability to use timestamps - functions to add dates and times to get a timestamp, convert timestamp(6) to timestamp(0) easily, etc.
- Delivery performance is measured and used extensively to monitor operations and improve operational performance
- Client reporting from Teradata Vantage frees up operational systems that used to run these reports
- Adhoc analytic queries looking for issues when there are business challenges are easy to write, perform well, and provide answers that were not possible before we used Teradata Vantage data.
March 29, 2018
Analytics in the Cloud without Reinventing the Wheel
I was recently involved in a top 500 company cloud migration to Teradata Enterprise on AWS https://aws.amazon.com/marketplace/pp/B01LW1R13T. There was a need to migrate the local company owned data center to the cloud and that included the existing production Teradata Enterprise Data Warehouse and all its dependencies. This was the largest and the first MMP in the AWS cloud whereas previously the only option for Teradata in the cloud were single node options. The biggest challenge we faced was not related to Teradata but getting the network configuration tuned to satisfy the interfacing of the existing non cloud enterprise with the cloud Teradata Enterprise. This also was critical so that we could migrate nearly 100TB of data to the cloud over a single weekend.
- The Teradata Enterprise provides the best workload management bar none. There is virtually no analytic task that it can not handle. It is designed to handle mixed workloads and it shows. Tactical query related reports and applications can easily be given high priority while more processing intensive queries can be throttled and prioritized internally like a finely tuned data super highway so to prevent data traffic jams and allow the entire enterprise to be served efficiently.
- Designed to be easily maintained. Teradata requires very little maintenance compared to other enterprise DBs. Also, the integrated Viewpoint server provides a central view of the enterprise data-warehouse and supports servers. It also has convenient direct integration with DSA backups and supports analytic data labs that can be used to empower users.
- Teradata supports all the latest analytic open source languages and has advanced APIs that can be easily be leveraged within custom scripts and applications. The feature set integrated out of the box in Teradata is something few competitors can match. It also supports Map Reduce and other analytic functions natively in the database.
- The new Teradata Enterprise in the Cloud on AWS makes changing node configurations to handle increased workloads a matter of hours rather than weeks type process and rather than dealing with trying to reinvent the wheel with a new infant "open source" or "new" cloud database that is missing core features that mature databases like Teradata have supported for years as a customer you get the maturity as well the cutting edge cloud capabilities in a no-compromise solution.
- Teradata Intellicloud support provides pain-free management of the cloud environment. It handles the backups and manages EC2 instances to keep everything running smoothly.
- The Teradata Querygrid product provides a level of interoperability between itself and competitor and open sources data sources without having to design complex ETL.
- Teradata can improve by supporting more native AWS cloud features. Currently if a node goes down the EC2 instance must be restarted. It isn't something that happens frequently but more tight integration with cloud providers like AWS and Azure will allow Teradata to offer truly dynamic scaling.
- Some Teradata features are oversold before they are ready for prime-time. Teradata is not unique in this but if something is sold as an integrated product stack it should really be integrated not something that requires an extensive development cycle to be integrated at a customer's expense. If something is supported it should've really be tested and QAed thoroughly before a customer touches it.
- Moving to Teradata in the Cloud-enabled a level of agility that previously didn't exist in the organization. It also enabled a level of analytic competency that was not achievable using other options on the aggressive timeline that was required. We didn't want to settle for reinventing a wheel when we had a super tuned performance capable beast readily available in Teradata. Teradata lets us focus on our business rather than spending money and effort trying to design software or database foundations features on an open source or lower performance platform.
Teradata is the leader in Data Warehousing bar none based on independent experts like Gartner and our experience aligns with this.