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Analytic Databases (Data Warehousing) - Further Information

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SOLIX Common Data Platform White Paper (cover thumbnail)

AI and Generative AI within an Enterprise Information Architecture - Solix and The Operating System for the Enterprise

An Enterprise Information Architecture can be viewed as the operating system of the Enterprise by means of which all applications are deployed and executed.
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Data Fabric and the Future of Data Management - Solix Technologies and The Data Layer

In a data-driven world, organisations need to be able to manage the corporate data resource intelligently and flexibly. A data fabric is the key enabler.
DENODO InBrief (cover thumbnail)

Denodo and data governance

Denodo’s data virtualization capabilities enable data governance.
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Teradata ClearScape Analytics

Teradata ClearScape Analytics refers to the analytic capabilities that are available within Teradata Vantage and that underpin all Vantage deployment options.
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Teradata VantageCloud Lake

Teradata VantageCloud Lake is a cloud analytics and data platform that is designed to enable exploratory analysis and operate wherever your data exists.
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Options for analytic databases and data warehouses (2023)

This Bloor Market Update report is an overview of the current data warehouse database market, assessing the leading vendors.
VERTICA InBrief (cover thumbnail)

Vertica Data Warehouse and Analytics Platform (2022)

Vertica is a unified analytics platform built on top of a SQL data warehouse.
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Options for analytic databases and data warehouses (2022)

The data warehouse market has been around for over three decades, but has undergone some rapid change in the last few years.
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Ingres NeXt Database and Application Modernisation

This report discusses Ingres NeXt, Actian’s flexible and comprehensive approach to digital transformation through database and application modernisation.
TERADATA VANTAGE InBrief (cover thumbnail)

Teradata Vantage (2021)

Teradata Vantage is a data warehousing and analytics solution with a variety of deployment options. This report examines it as a cloud solution specifically.
Cover for WhereScape Automation Software (InBrief)

WhereScape Automation Software

WhereScape provides a selection of software products that revolve around automating the full lifecycle of the data warehouse.
FEDERATED MASTER DATA MANAGEMENT White Paper (cover thumbnail)

Federated Master Data Management (MDM)

Federated master data management is a new and vital approach for trusted data in the modern enterprise.

(Cloud) Data Management Platforms

This (Cloud) Data Management report compares platform-based approaches that support data integration to/from cloud-based deployments.
TALEND InBrief (cover thumbnail)

Talend Data Fabric

The basic concept behind the Talend Data Fabric is to allow you to collect, govern, transform, and share your data.
SOLIX InBrief (cover thumbnail)

Solix Cloud Management

SOLIXCloud is a cloud data management platform from Solix Technologies that provides four primary solutions.
QLIK InBrief (cover thumbnail)

Qlik Data Integration Platform

The Qlik Data Integration Platform is essentially a melding of the capabilities provided through the acquisitions of Podium Data and Attunity.
ORACLE InBrief (cover thumbnail)

Oracle Unified Information Management Platform

Oracle’s data management capabilities span the establishment of (cloud-based) data warehouses and data lakes.
INFORMATICA InBrief (cover thumbnail)

Informatica Intelligent Data Platform (2021)

The Intelligent Data Platform encompasses data integration, quality, governance, MDM, cataloguing, privacy, application integration, and more.
IBM InBrief (cover thumbnail)

IBM Cloud Pak for Data

IBM Cloud Pak for Data places particular emphasis on deploying, developing and managing AI and machine learning models.
HITACHI VANTARA InBrief (cover thumbnail)

Hitachi Vantara Lumada

The Lumada DataOps Suite from Hitachi Vantara supports everything from ingestion through to analysis and dashboards.
CLOUDERA InBrief (cover thumbnail)

Cloudera Data Platform

Cloudera Data Platform offers data integration, data governance, data cataloguing and transformation capability but not data quality per se.
Ataccama One InBrief cover thumbnail

Ataccama ONE

Ataccama ONE encompasses data integration, data cataloguing, data profiling and data quality, and both reference and master data management.
MARKLOGIC InBrief (cover thumbnail)

MarkLogic Data Hub

MarkLogic Data Hub is a fully cloud-native platform for data storage, integration, operationalisation and governance.
CLOVER DX InBrief (Pure Play Data Integration MU) thumbnail


CloverDX describes its flagship product as an enterprise data management platform. In practice, its capabilities hew closer to data integration.
MATILLION InBrief (Pure Play Data Integration MU) thumbnail

Matillion ETL (2021)

Matillion ETL is a cloud-native data integration tool. However, it is misnamed: it should really be Matillion ELT.
FIVETRAN InBrief (Pure Play Data Integration MU) thumbnail

Fivetran (2021)

Fivetran is a fully managed cloud-native data integration solution that offers ELT technology with ongoing synchronisation.
ASTERA InBrief (Pure Play Data Integration MU) thumbnail

Astera Centerprise

Astera Centerprise is a data integration solution for environments with complex requirements, which can be extended with Astera ReportMiner and EDIConnect.
ACTIAN InBrief (Pure Play Data Integration MU) thumbnail

Actian DataConnect / AvalancheConnect

Actian DataConnect is a (data) integration offering the intent of which is to allow anyone to connect anything, anywhere, at any time.
SNAPLOGIC InBrief (Pure Play Data Integration MU) thumbnail

SnapLogic Intelligent Integration Platform

SnapLogic's Intelligent Integration Platform supports both application integration and API integration as well as data integration.
GRAPH DATABASE MU cover thumbnail

Graph Database (2020)

This is Bloor's fourth Market Update in this space, which discusses the state of the graph database market as of early 2020.
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Cambridge Semantics AnzoGraph (2020)

AnzoGraph is a massively parallel graph database that runs on HDFS, NFS and other big data platforms and is ACID compliant.
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Memgraph (2020)

Memgraph is an in-memory, ACID-compliant, property graph database written in C++ that supports openCypher.
00002565 - WHEN TO MOVE DATA AND WHEN TO QUERY IT WHERE IT LIVES White Paper cover thumbnail

A decision guide: when to move data and when to query it where it lives

When you want to query data that spans multiple sources, should you move said data or leave it in place?
00002554 - DATA WAREHOUSING MU cover thumbnail

Options for analytic databases and warehouses (2020)

This is a comparative analysis of products/vendors within the data warehouse and analytics platform space.
ACTIAN InBrief cover thumbnail

Actian Avalanche

Actian Avalanche is a hybrid cloud/on-premises, columnar (with compression) data warehouse offering provided as a managed service when in the cloud.
CAZENA InBrief cover thumbnail


Cazena is a single tenant massively parallel analytics platform primarily targeted at providing a data lake as a service.
CLOUDERA InBrief cover thumbnail

Cloudera Data Warehouse

The Cloudera Data Warehouse is based on the Cloudera Data Platform (CDP), which involves more than 30 open source technologies.
EXASOL InBrief cover thumbnail


Exasol is a massively parallel, shared-nothing, columnar (with compression), in-memory data warehousing solution.
GREENPLUM InBrief cover thumbnail

Greenplum Database

Greenplum is a massively parallel shared-nothing data warehouse based on a PostgreSQL kernel.
IBM InBrief cover thumbnail

IBM Db2 Event Store

IBM Db2 Event Store is an in-memory database built on top of Apache Spark, intended to support both near real-time and deep analytics on historic data.
STARBURST InBrief cover thumbnail

Starburst Presto

Starburst Data provides commercial support for Apache Presto as well as Starburst Enterprise.
TERADATA InBrief cover thumbnail

Teradata Vantage (July 2020)

Teradata Vantage effectively consists of a merger between what was previously simply Teradata Database, and Aster Analytics.
VERTICA InBrief cover thumbnail

Vertica Analytics Platform (2020)

Vertica is a massively parallel, columnar database with advanced compression capabilities.
YELLOWBRICK InBrief cover thumbnail

Yellowbrick Data

Yellowbrick Data Warehouse is a massively parallel data warehouse available on-premises as an appliance or there is a multi-cloud option.
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Teradata Vantage 4D (February 2020)

Teradata Vantage is the only product that we are aware of that has all the 4D capabilities that you might need.
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Dimensional Analytics

This paper explores “dimensional analytics”, by which we mean analytics that requires an understanding of the dimensions of time and space.
Cover for IBM Private Cloud (InDetail)

IBM Cloud Pak for Data 1.2

Limited, or no, technological capability with respect to AI is holding many companies back. This paper discusses how IBM Cloud Pak for Data can help.

Data Warehouse Automation

This Market Update covers best-of-breed products for data warehouse automation (DWA) and data lake automation (DLA).
Cover for the Infoworks InBrief


Infoworks automates all the steps required for Hadoop deployments from ingestion through to the generation of OLAP cubes and/or the creation of data science models.
Cover for the Magnitude Information Engine InBrief

Magnitude Information Engine

The Magnitude Information Engine is based on what used to be Kalido, which was originally developed by Royal Dutch Shell as a means of speeding up the creation of its data warehouses.
Cover for the Attunity Compose InBrief

Attunity Compose

Attunity Compose is a data warehouse automation solution that can automatically create analytics-ready data structures on both data warehouses and data lakes.
Cover for the Trivadis biGENiUS InBrief

Trivadis biGENiUS

Trivadis started to develop what is now biGENiUS in 2005, consolidating its efforts in the data warehousing automation space resulting in the launch of biGENiUS in 2018.
Cover for TimeXtender Discovery Hub

TimeXtender Discovery Hub

This paper discusses TimeXtender Discovery Hub, an automated, centralised data management platform for Microsoft environments.
Cover for What's Hot in Data?

What’s Hot in Data

In this paper, we have identified the potential significance of a wide range of data-based technologies that impact on the move to a data-driven environment.
The cover of SQL Engines on Hadoop

SQL Engines on Hadoop

There are many SQL on Hadoop engines, but they are suited to different use cases: this report considers which engines are best for which sets of requirements.
Teradata cover

Hadoop Appliances and Teradata

This paper discusses the use of Hadoop-based appliances and specific features of the Teradata Appliance for Hadoop.
Cover for Managing Data Lakes

Managing Data Lakes

This paper discusses why data lakes need to be managed and the sorts of capabilities that are required to manage them.
Cover for TCO for Business Intelligence

TCO for Business Intelligence

This paper initially started as an investigation into comparative pricing for BI solutions and then evolved into a consideration of TCO for such environments.
Cover for IBM DB2 with BLU Acceleration onPower Systems: how it compares

IBM DB2 with BLU Acceleration onPower Systems: how it compares

We consider the relative merits of IBM DB2 with BLU Acceleration running on Power Systems as compared to HANA, Exadata and SQL Server on x86-based platforms.
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SAP HANA update

An update on SAP's in-memory database
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In-memory? That’s so yesterday!

DB2 BLU doesn't just in-memory techniques but also L3 cache
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Kognitio: clarifying misunderstandings

There aspects of Kognitio and its offering that are sometimes misunderstood, so I thought I should clear some things up.
Cover for IBM PureData System for Operational Analytics vs Oracle Exadata X3

IBM PureData System for Operational Analytics vs Oracle Exadata X3

The basic theme of this paper is to provide a comprehensive comparison of IBM's and Oracle's offerings for large-scale traditional data warehousing environments.
Cover for Analytics in Telecommunications

Analytics in Telecommunications

In this paper we will describe some of the key analytic areas that are important to telecommunications companies and discuss the argument in favour of using third party analytic application providers.
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What exactly is in-memory?

In-memory processing can be used for a lot of different things within data warehousing
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Sybase IQ 15.3

Sybase IQ is a column-based relational database that has been designed specifically for analytics and business intelligence applications.
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The EDW is dead

It's not just big data, the EDW doesn't work even for structured environments
Cover for IBM Smart Analytics Systems

IBM Smart Analytics Systems - vs Oracle Exadata X2-2

The basic theme of this paper is to provide a comprehensive comparison of IBM and Oracle's offerings for data warehousing and OLTP.
Cover for What's Cool and Columns and Their Benefits

What’s Cool and Columns and Their Benefits - and how to extend their benefits

This paper defines what column-based relational databases do, and how, compared to traditional approaches.
Cover for Sybase IQ 15.2

Sybase IQ 15.2

The column-based approach advocated by Sybase will provide substantially better performance at lower cost than traditional approaches for analytical, reporting and data warehousing environments.
Cover for Analytic Warehousing

Analytic Warehousing

The primary value in analytic warehouses is in supporting complex and ad hoc analytic queries with sufficient performance to meet business needs and support service level agreements.
Cover for ParAccel PADB 2.0

ParAccel PADB 2.0

ParAccel is one of the more rapidly growing next generation vendors of analytic warehouses.
Cover for KPMG Data Analytics

KPMG Data Analytics

KMPG has put together an attractive option for organisations wishing to establish a short-term data mart for analytic purposes.
Cover for Infobright


Infobright's high performance analytic data warehouse is designed to handle business-driven queries on large volumes of data - without IT intervention.
Cover for Large-scale analytic data marts and warehouses

Large-scale analytic data marts and warehouses

This paper covers large-scale analytic data marts and warehouses.
Cover for Medium-scale analytic data marts and warehouses

Medium-scale analytic data marts and warehouses

This paper covers medium-scale analytic data marts and warehouses.
Cover for Small-scale analytic data marts and warehouses

Small-scale analytic data marts and warehouses

This paper covers small-scale analytic data marts and warehouses.
Cover for Enterprise data warehouses

Enterprise data warehouses

This paper discusses enterprise data warehouses. By this we mean an analytic warehouse that also incorporates requirements to support such things as MDM and operational BI.
Cover for Sybase IQ 15

Sybase IQ 15

The column-based approach advocated by Sybase will provide substantially better performance at lower cost for analytical, reporting and data warehousing environments.
Cover for EXASolution


EXASolution is a massively parallel database management system especially developed for data warehousing applications.
Cover for An Executive Guide to the Green Value of High Performance Data Warehousing

An Executive Guide to the Green Value of High Performance Data Warehousing

High performance data warehouse technologies should be considered as a central component of Green IT strategies going forward.
Cover for Data warehousing with HP

Data warehousing with HP

We explore the differences between the various options now available from HP and explain how the company's partnership with Oracle strengthens its position.
Cover for Netezza and the HP Oracle Database Machine

Netezza and the HP Oracle Database Machine

HP and Oracle have recently announced the HP Oracle Database Machine.
Cover for Scaling your Oracle Warehouse

Scaling your Oracle Warehouse - two alternative approaches

In this paper we examine how Exadata works and where it will improve performance and how it compares to Dataupia.
Cover for Sybase Analytical Appliance

Sybase Analytical Appliance

The Sybase Analytic Appliance should be considered for both enterprise data warehouses and data marts.
Cover for What's cool about columns

What’s cool about columns

Columns provide better performance at a lower cost with a smaller footprint: it is difficult to understand why any company seriously interested in query performance would not consider a column-based solution.
Cover for Sybase IQ technology overview

Sybase IQ technology overview

Sybase IQ can offer significant performance and total cost of ownership advantages over traditional products for query-intensive computing requirements.
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Teradata Partners Oct 2007 – Part 2.

We report on some of the education available at this Teradata User Group conference.
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Teradata Partners Oct 2007 – Part 1.

A management-level report from the successful Teradata User Group Conference in Ls Vegas, dealing with competitive issues.
Cover for Master Data Management

Master Data Management

The promise of Performance Management, Regulatory Compliance and SOA starts with Master Data Management. The MDM report is an in-depth review of the market, architectural approaches, vendor solutions and what to look for to meet your business needs.
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