Page 367 - Big data - Concept and application for telecommunications

Big data - Concept and application for telecommunications 7

Table 9-4 – OASIS deliverables and work items related to big data

Sub Reference
Name/Title Status
group (Note)

[OASIS AMQP Published
AMQP TC Advanced Message Queuing Protocol Version 1.0
1.0] 2012
[OASIS MQTT Published
MQTT TC Message Queuing Telemetry Transport Version 3.1.1
3.1.1] 2014
NOTE – Clause I.4 contains a description of each cited reference.

9.5 Data Mining Group

The Data Mining Group (DMG) is a vendor led consortium that develops data mining related standards. The
DMG develops the Predictive Model Markup Language (PMML), which is an XML-based file format to provide
a way for applications to describe and exchange models produced by data mining and machine learning
algorithms. Table 9-5 lists the DMG deliverables and work items related to big data.

Table 9-5 – DMG deliverables and work items related to big data

Sub Reference
group (Note) Name/Title Status

[DMG PMML
– Predictive Model Markup Language 4.2.1 Published 2014
4.2.1]
NOTE – Clause I.5 contains a description of each cited reference.

9.6 TM Forum
The TM Forum (formerly TeleManagement Forum) is a global member association for digital business. The
TM Forum published "Guide book for big data analytics" describing best practices on big data. Table 9-6 lists
the TM Forum deliverables and work items related to big data.

Table 9-6 TM Forum deliverables and work items related to big data

Sub Reference
group (Note) Name/Title Status

Published
– [TMF BDAG] The Big Data Analytics Guidebook
2015
NOTE – Clause I.6 contains a description of each cited reference.

10 Gap analysis in big data standardization
This clause provides a matrix for gap analysis and the related standardization activities with big data in order
to identify standardization gaps.

The matrix is composed of two axes. The horizontal axis describes document categories which cover the
subject of applications as follows:
− General, definition: the standard which provides general descriptions or terms and definitions of
the technology;
− Common requirements, use cases: the standard which provides use cases and derived
general/functional requirements;
− Architecture: the standard which provides reference architecture;

Standardization efforts at a glance – roadmap 359