Application enhancement

Versie 1.0
Creatie datum 22-05-2016

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?

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Data Size Reduction

Large Scale Graph Processing

How can algorithms that require iterative processing of a large dataset that may or may not contain connected entities be processed in an efficient and timely manner?

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Large Scale Graph Processing

Streaming Access Storage*

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Streaming Access Storage*

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
Alias
Stereotypes ApplicationFunction
Details van Random Access Storage*

Poly Sink*

The Poly Sink compound pattern represents a part of a Big Data platform capable of egressing high-volume, high-velocity and high-variety data out to downstream enterprise systems.

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Poly Sink*

Poly Source*

The Poly Source compound pattern represents a part of a Big Data platform capable of ingesting high-volume and high-velocity data from a range of structured, unstructured and semi-structured data sources.

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Poly Source*

Application Enhancement*

The Application Enhancement compound pattern represents a solution environment where the Big Data platform is used to ingest large amounts of data in order to calculate certain statistics or execute a machine learning and then to feed results to downstream systems.

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Application Enhancement*

Automated Dataset Execution

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

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Automated Dataset Execution

Canonical Data Format

How can the same dataset be consumed by disparate client programs?

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Canonical Data Format

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
Alias
Stereotypes ApplicationFunction
Details van Automated Data Replication and Reconstruction

Realtime Access Storage

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

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Realtime Access Storage

Direct Data Access

How can large amounts of raw data be analyzed in place by contemporary data analytics tools without having to export data?

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Direct Data Access

Large Scale Batch Processing

How can very large amounts of data be processed with maximum throughput?

Auteur Bert
Alias
Stereotypes ApplicationFunction
Details van Large Scale Batch Processing