Data Warehouse Software
Best Data Warehouse Software
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Data Warehouse Software Overview
What is Data Warehouse Software?
A data warehouse is a database designed for data analysis instead of standard transactional processing. A data warehouse acts as a conduit between operational data stores and supports analytics on the composite data. Slices of data from the warehouse—e.g. summary data for a single department to use, like sales or finance—are stored in a “data mart” for quick access.
In order for a data warehouse to support decision-making effectively, data extracted from various data sources and loaded into the warehouse is normalized. It can be organized into tables, cleaned of redundancy and transformed for consistency. The process by which this happens is called Extract, Transform, and Load (ETL). Once appropriately structured data is made available for querying and analysis.
Data Warehouse Features & Capabilities
To support analyses data warehouses provide the following capabilities:
Associated input, extract, and data management tools for preparation
Extract from a multitude of source file types (flat files, excel, application data, etc.)
May load & normalize structured, semi-structured, or unstructured data
Data transformation (cleansing, deduplication, consistency)
Data reconciliation for various naming conventions
Native & autonomous storage and processing optimization
Provide a 360 view of all enterprise data
Multiple deployment options (private or public cloud, on-premise, hybrid cloud)
Available as-a-service (automated infrastructure management)
Integrated machine-learning algorithms, AI
Access controlled data sharing, data mart
Deploy virtualized data warehouse for extra security, access control
In-built data encryption for high-security needs
Data warehouses from full-stack vendors are often sold as standalone products that must be integrated with other tools. Many data warehouses can be deployed and tested with ease under a free trial for 30 or 60 days. Vendors compete on performance but also pricing. Many popular data warehouses feature on-demand pricing, based on (for instance) compute per second. Alternately, some vendors offer a reduction in on-demand pricing for annual or multi-year commitments.
Data Warehouse Products
Listings (26-38 of 38)
WX2 is the data and analytics focused data warehouse appliance solution from UK company Kognitio.
SAND, from Sand Technology in Quebec, is an big data and analytics focused software based data warehouse solution.
Tibco Live Datamart, from Tibco, is an analytics focused data warehouse solution.
SAP® Adaptive Server® Enterprise (SAP ASE) promises to allow you to handle massive volumes of data and thousands of concurrent users to accelerate the growth of new data-driven business applications. The value proposition is to drive value with a faster, more efficient transactional system that i...
Certica Solutions offers Data Connect, a hosted, fully-managed and supported operational data store based on the open-source Ed-Fi technology and data standard. Designed for school districts, Data Connect is a turnkey, productized ODS which supports quick adoption and avoids resource-intensive an...
IBM Db2 Warehouse (formerly IBM dashDB Local) is a client-managed, private cloud data warehouse for Docker container supported infrastructures.
SAP BW/4HANA is a next-generation data warehouse solution. It is specifically designed to use the advanced in-memory capabilities of the SAP HANA platform. For example, SAP BW/HANA can integrate many different data sources to provide a single, logical view of all the data. This could include data...
Oracle now offers their Autonomous Data Warehouse Cloud PaaS, a fully managed data warehouse available through Oracle Cloud.
The Oracle Database Exadata Cloud Service is a PaaS supplying high availability and performance access to Oracle Database via Oracle Cloud.
The Oracle Database Exadata Express Cloud Service is a PaaS supplying access to Oracle Database with a range of feature options, via Oracle Cloud.
The IBM Integrated Analytics System is a data warehouse built for data science which combines the capabilities of PureData System and Netezza. It comprises a high-performance hardware platform and optimized database query engine software that work together to support various data analysis and bus...
WhereScape headquartered in Portland with international offices offers WhereScape Data Vault Express, a data warehouse modeling tool.