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Big Data Platform

Logical application composite for implementation of Big Data functionalities

Package BD-DWH Integration ABB
Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction

Diagrammen

Serial BDP-DWH ABB

Serial integration is implemented by introducing a big data platform for the transformation and extraction of unstructured and semi structured data as source for the EDWH functionality. Characteristics - Introduction of the big data platform is relatively easy since it is an extra layer added to the DWH functionality - Relative easy big data patterns are available because the source is always the datawarehouse - Introducing big data solutions for other functionalities than DHW is not possible.
Diagram in repository

Appliance BDP-DWH ABB

In the appliance integration of a big data platform with DWH functionality the appliance acts like a black box in which all functionality is integrated in a (proprietary) solution. This solution is configured for optimal performance of transformation and analysis. Characteristics - Appliance is developed, configured and often maintained by an external supplier - It is introduced as a fully integrated solution therefore existing implementations of the DWH have to migrate to this solution - Appliances are often introduced when a cloud solution is selected for the data platform
Diagram in repository

Parallel BDP-DWH ABB

The parallel integration is an extension of the DWH functiionality with the Big Data Platform. This extension makes it possible to use both functionalities side by side. Characteristics - Easy (incremental) introduction of the Big Data functionality - Integration of both functionalities requires attention for the introduction of the interconnect functionality because this can become a bottleneck in performance and configuration -
Diagram in repository

Virtualisation BDP-DWH ABB

This integration pattern has a close relation with the parallel integration, however there is an extra layer introduced for the virtualisation and standardisation of data extraction to consumers of the data. Characteristics - Virtualisation layer encapsulate the internal confuguration of the two platforms - The virtualisation layer requires a standardized data or objectmodel for the extraction by the consumers - The virtualisation can become a bottleneck in a number of qualities like performance, integratability e.g. -
Diagram in repository

Gekoppelde elementen

BD-DWH Integration ABB

Big Data Mechanisms

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