Data in Motion - Further Information

The Teradata QueryGrid product supports data fabric.

SnapLogic has data integration capabilities that support data fabric and data mesh.

Starburst sells a distributed query engine for very fast queries against very large datasets.

How the InterSystems IRIS platform plays within a data fabric architecture.

Data Fabric is an approach to gaining a unified view of data; it differs from master data management, data quality, data mesh and data warehousing but has relationships to these other areas.

An Enterprise Information Architecture can be viewed as the operating system of the Enterprise by means of which all applications are deployed and executed.

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.

Syniti offers a complete data management platform.

Fivetran is a fully managed, cloud-native solution for automated data movement that leverages ELT technology alongside micro-batch-based CDC synchronisation.

This paper highlights the benefits of bringing together Software AG’s recently acquired StreamSets and previously existing CONNX data integration technologies.

This document discusses the five most important qualities that a data integration solution should strive for in 2023.

IT is critical for financial services companies & often the prime or only source of competitive advantage.

This report examines and evaluates the InterSystems IRIS Data Platform.

Ataccama ONE is a data management platform that can, among other things, be used to create a data fabric within your environment.

The Diffusion Intelligent Data Platform is a real-time data management platform that has been purpose-built to operate with event data.

How can Gathr’s data integration and engineering solution help you to migrate into the cloud, especially in the context of the telecommunications industry?

Learn how Gathr is used in financial services for breakthrough success, including threat detection, payment surveillance, downtime prediction, and more.

Learn how Gathr is used in automotive insurance for breakthrough success, including customer analytics, CRM analytics, churn prediction, and more.

This report provides a guide to the various uses of the term “data virtualisation”, as well as a particular evaluation of its use within the analytics space.

In this paper, we discuss and compare a selection of prominent data integration solutions, namely those provided by Fivetran, Gathr, Informatica and Matillion.

This paper describes and evaluates Fivetran’s solution for data integration.

This paper describes and evaluates Gathr’s solution for data integration.

This paper describes and evaluates Informatica’s solution for data integration.

This paper describes and evaluates Matillion’s solution for data integration.

Vertica is a unified analytics platform built on top of a SQL data warehouse.

This report describes and evaluates the Stream Processing space and the market trends and vendor solutions within it.

Ververica provides commercial support for Apache Flink and extends it via the Ververica Platform.

Confluent develops two enterprise-grade offerings that prominently include, and build upon, Apache Kafka: Confluent Cloud, and Confluent Platform.

Streaming analytics extracts actionable insights from streaming data in real-time. This report discusses the streaming analytics space and its solutions.

Esper is a stream processing/analytics platform that markets itself as “pure-play CEP”, and in fact was one of the first CEP engines introduced to the market.

Gathr is a self-service-oriented data pipeline platform, and more specifically, an all-in-one platform for creating, managing, and deploying data pipelines.

Guavus SQLstream offers efficient and cost-effective streaming analytics across a range of enterprise environments, including the edge and the cloud.

Informatica offers stream processing as part of Intelligent Data Management Cloud (IDMC), a broad, cloud-ready, and well-integrated data management platform.

KX (or, more properly, KX Streaming Analytics) is a highly performant streaming analytics platform layered on top of a time-series database.

Rumi is a software platform that enables enterprises to embed rich, real-time analytical data processing directly into their transactional applications.

SAS ESP is an event stream processing platform that enables streaming analytics by applying SAS’s existing analytics capabilities to data in motion.

Striim offers enterprise-level, continuous, and real-time data integration, CDC, and stream processing, including streaming integration and analytics.

TIBCO Streaming is a streaming analytics product that strives to help you to better connect, understand, and interact with your streaming data.

Business-oriented modernisation of ES-3 (eg IBM Websphere mainframe) applications as microservices using AI tools such as Mono2Micro.

Teradata Vantage is a data warehousing and analytics solution with a variety of deployment options. This report examines it as a cloud solution specifically.

WhereScape provides a selection of software products that revolve around automating the full lifecycle of the data warehouse.

Software AG CONNX provides mainframe and legacy-oriented data integration, connectivity, data virtualisation and replication capabilities.

The World Economic Forum has characterized AI driven automation as the lynchpin of a Fourth Industrial Revolution.

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

The basic concept behind the Talend Data Fabric is to allow you to collect, govern, transform, and share your data.

SOLIXCloud is a cloud data management platform from Solix Technologies that provides four primary solutions.

The Qlik Data Integration Platform is essentially a melding of the capabilities provided through the acquisitions of Podium Data and Attunity.

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

The Intelligent Data Platform encompasses data integration, quality, governance, MDM, cataloguing, privacy, application integration, and more.

IBM Cloud Pak for Data places particular emphasis on deploying, developing and managing AI and machine learning models.

The Lumada DataOps Suite from Hitachi Vantara supports everything from ingestion through to analysis and dashboards.

Cloudera Data Platform offers data integration, data governance, data cataloguing and transformation capability but not data quality per se.

Ataccama ONE encompasses data integration, data cataloguing, data profiling and data quality, and both reference and master data management.

MarkLogic Data Hub is a fully cloud-native platform for data storage, integration, operationalisation and governance.

Rumi is a software platform that enables enterprises to embed rich, real-time analytical data processing directly into their transactional applications.

This Market Update examines and compares pure-play data integration, as opposed to solutions that are more platform-oriented.

CloverDX describes its flagship product as an enterprise data management platform. In practice, its capabilities hew closer to data integration.

Matillion ETL is a cloud-native data integration tool. However, it is misnamed: it should really be Matillion ELT.

Fivetran is a fully managed cloud-native data integration solution that offers ELT technology with ongoing synchronisation.

Astera Centerprise is a data integration solution for environments with complex requirements, which can be extended with Astera ReportMiner and EDIConnect.

Actian DataConnect is a (data) integration offering the intent of which is to allow anyone to connect anything, anywhere, at any time.

SnapLogic's Intelligent Integration Platform supports both application integration and API integration as well as data integration.

Virtana is a SaaS based modular platform for migrating and optimizing capacity, performance, and cost across cloud environments.

Powered by CoSort (or Hadoop), and built on Eclipse, IRI Voracity is a multi-purpose data management platform.

KeyLines is a graph visualisation product that allows you to examine relationships between entities and/or events.

When you want to query data that spans multiple sources, should you move said data or leave it in place?

Time-series databases represent the fastest growing database sector over the last two years.

TrendMiner is a self-service analytics solution designed for domain experts within the process manufacturing space.

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

Trendalyze describes its core capability as the discovery of motifs (micro-trends) and anomalies within time series data.

Spotfire is a broad, general-purpose analytics offering that encompasses data visualisation, business intelligence, analytics and data preparation.

Kx is built on the kdb+ database, an in-memory columnar database with both streaming and timeseries capabilities.

Interana is a self-service platform for “behavioural discovery and analysis” that is intended for use by business analysts.

VictoriaMetrics offers long-term remote storage for Prometheus, which is a Linux Foundation open source time-series database and monitoring system.

TimescaleDB is built on top of PostgreSQL as a database intended to specifically support the requirements of time-series data.

This paper explores “dimensional analytics”, by which we mean analytics that requires an understanding of the dimensions of time and space.

AnalyticOps is about the reduction of friction around the delivery, operationalisation and ongoing monitoring and (change) management of analytic models.

TIBCO Data Science is an analytics and data science platform with a notably broad remit. This focuses on the model management capabilities of the product.

Teradata AnalyticOps Accelerator is a software and services offering comprised of best practices, proven design patterns, and tried-and-tested code.

SAS offers a variety of products (Model, Decision and Workflow Managers) built around the idea of operationalising your analytics.

IBM Watson OpenScale is a platform that is specifically targeted at operationalising AI (augmented intelligence) models.

Experian PowerCurve is a decision management platform upon which the company delivers a variety of customer-centric and analytically driven decision solutions.

CHAOSSEARCH is a cloud-native, long-term log and event analytics service running on Amazon S3.

This paper discusses DataRobot, an automated machine learning platform targeted at the enterprise.

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.

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.

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.

Attunity Compose is a data warehouse automation solution that can automatically create analytics-ready data structures on both data warehouses and data lakes.

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.

Predictive analytics refers to the ability to predict events before they occur, allowing you to take remedial action in advance. Prescriptive analytics extends this concept by either suggesting the actions you should take or automating those actions.

The 4th Edition of our research into the uses and costs of data integration tools.

How does ML/AI work, who are the vendors and why you should care?

While this paper focuses on Software AG Apama it is not a review of Apama per se, but rather of Software AG’s approach to IoT Analytics.

Ixiwa might best be described as a data lake management product that covers everything from automated ingestion, through discovery and cataloguing to data preparation.

Memgraph is a property graph database targeted primarily at hybrid analytic and transactional environments.

The Cray Graph Engine is an RDF database that runs on a variety of Cray hardware platforms.

ArangoDB is a multi-model database that supports document (JSON), key-value and property graph capabilities with one database core and one declarative query language.

Neo4j is a labelled, property graph database with a native engine that is targeted at operational and hybrid operational/analytic use cases.

This paper discusses TimeXtender Discovery Hub, an automated, centralised data management platform for Microsoft environments.

This paper discusses and evaluates StreamAnalytix, an analytics platform for both real-time, streaming data and for batch processing.