Realtime Data Processing

Versie 1.0
Creatie datum 23-05-2016

Data Size Reduction

How can the size of the data be reduced to enable more cost effective storage and increased data movement mobility when faced with very large amounts of data?

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Stereotypes ApplicationFunction
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Relational Sink

How can large amounts of processed data be ported from a Big Data platform directly to a relational database?

Auteur Bert
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Stereotypes ApplicationFunction
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Streaming Access Storage*

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Stereotypes ApplicationFunction
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Random Access Storage*

The Random Access Storage compound pattern represents a part of a Big Data platform capable storing high-volume and high-variety data and making it available for random access.

Auteur Bert
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Stereotypes ApplicationFunction
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File-based Sink

How can processed data be ported from a Big Data platform to systems that use proprietary, non-relational storage technologies?

Auteur Bert
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Stereotypes ApplicationFunction
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Streaming Egress

How can processed data be exported in realtime from a Big Data platform to other systems?

Auteur Bert
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Stereotypes ApplicationFunction
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High Velocity Realtime Processing

Storing large amounts of data, arriving at fast pace, as a dataset and processing it in a batch manner incurs processing latency, causing a delay before analysis results become available.

Auteur Bert
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Stereotypes ApplicationFunction
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Automated Dataset Execution

How can the execution of a number of data processing activities starting from data ingress to egress be automated?

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Complex Logic Decomposition

How can complex processing tasks be carried out in a manageable fashion when using contemporary processing techniques?

Auteur Bert
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Stereotypes ApplicationFunction
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Automated Data Replication and Reconstruction

How can large amounts of data be stored in a fault tolerant manner such that the data remains available in the face of hardware failures?

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Stereotypes ApplicationFunction
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Realtime Access Storage

How can large amounts of data be accessed instantaneously without any delay?

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Stereotypes ApplicationFunction
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Realtime Data Processing*

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Stereotypes ApplicationFunction
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Streaming Source

How can high velocity data be imported reliably into a Big Data platform in realtime?

Auteur Bert
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Stereotypes ApplicationFunction
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