Realtime Data Processing

Versie 1.0
Creatie datum 02-05-2021

Streaming Access Storage*

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Streaming Access Storage*

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?

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Automated Data Replication and Reconstruction

Realtime Data Processing*

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Realtime Data Processing*

Automated Dataset Execution

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Automated Dataset Execution

Streaming Source

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Streaming Source

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 Dingemans
Alias
Stereotypes ApplicationFunction
Details van File-based Sink

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?

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Data Size Reduction

Streaming Egress

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Streaming Egress

Complex Logic Decomposition

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Complex Logic Decomposition

Realtime Access Storage

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Realtime Access Storage

Relational Sink

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Relational Sink

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 Dingemans
Alias
Stereotypes ApplicationFunction
Details van High Velocity Realtime Processing

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 Dingemans
Alias
Stereotypes ApplicationFunction
Details van Random Access Storage*