The IBM Smart Analytics System provides an integrated data warehouse and analytics solution.
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 (26-42 of 42)
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.
Cloudera Altus is a big data and machine learning platform-as-a-service that enables processing of large-scale data sets and automates massive-scale data engineering or data warehouse workloads in the public cloud. Altus is optimized for AWS and Microsoft Azure, and via Cloudera Altus Director, t...
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.
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.
Alibaba Cloud MaxCompute (previously known as ODPS) is a general purpose, fully managed, multi-tenancy data processing platform for large-scale data warehousing. MaxCompute supports various data importing solutions and distributed computing models, enabling users to effectively query massive data...
Health Catalyst’s Late-Binding Data Warehouse is an architectural model for healthcare analytics. The vendor states that when an organization combines an EDW with Late-Binding they quickly progress to registries and reporting, population health, and clinical and financial risk modeling.
IBM InfoSphere Warehouse, since late 2013, is a legacy data warehouse brand.
Pivotal Greenplum (formerly from EMC) is a massively parallel processing (MPP) data platform, based on the open source Greenplum Database. The data warehouse application is supported by Pivotal Software.