TOGAF Technical Reference Model (architecture) for Opensource Analytics – A

Big Data Architecture – Application Platform Service Categories

This table displays the service provision and service categories by the corresponding open-source technology. The technologies included in this Big Data Reference Architecture are:

Secure OS – The secure operating system. Examples are a multi-level secure Linux or multi-level secure Solaris.
Router – The multi-level secure router. This provides TCP packet extensions and routing based on security classification markings.
Apache – The Apache Web Server, which provides HTML and other rendering services.
HDFS – Hadoop File System is the persistence (storage) structure that allows Hadoop to distribute data and operate on it.
HADOOP – Scalable Massive Parallel Processing architecture for distributed and scalable computing applications.
Mahout – A machine learning platform implemented on Hadoop for classification and prediction of discrete and continuous data.
openNLP – A natural language processing platform on Hadoop for unstructured text analysis (sentence marking, tokenizing, part-of-speech extraction, entity extraction, etc.)
SOLR – Opensource Apache search platform built on Lucene.
Lucene – Full-text indexer and search engine. Lucene will accept outputs from Mahout and openNLP models to aid searching results of analysis.
Hive – Apache Hive is a data warehouse infrastructure that may be used for content storage, retrieval, indexing, and other core DBMS functions.
HiveSQL – SQL-like Hive DDL/DML, non ANSI-92 compliant used to warehouse massive parallel datasets and operate upon them.

Data Interchange Services:	Secure OS	Router	Apache	HDFS	HADOOP	Mahout	openNLP	SOLR	Lucene	Hive	HiveQL
Document generic data typing and conversion services	X							X	X
Graphics data interchange services	X
Specialized data interchange services	X							X	X		X
Electronic data interchange services	X										X
Raw graphics interface functions	X
Text processing functions	X					X	X	X	X		X
Document processing functions	X			X	X		X	X	X		X
Publishing functions	X							X	X
Video processing functions	X			X	X	X		X	X
Audio processing functions	X			X	X	X		X	X
Multimedia processing functions	X			X	X	X		X	X
Media synchronization functions	X
Information presentation and distribution functions	X							X			X
Hypertext functions	X		X
Data Management Services:
Data dictionary/repository services				X				X		X	X
Database Management System (DBMS) services										X	X
File management services	X	X		X						X
Query processing functions								X	X	X	X
Screen generation functions	X		X
Report generation functions		X									X
Networking/concurrent access functions	X	X
Warehousing functions	X		X	X	X					X	X
Graphics and Imaging Services:
Graphical object management services	X
Drawing services	X
Imaging functions	X
International Operation Services:
Character sets and data representation services	X
Cultural convention services	X
Local language support services	X
Location and Directory Services:
Directory services	X	X	X					X	X
Special-purpose naming services	X	X	X	X
Service location services	X	X
Registration services	X	X
Filtering services	X	X						X	X	X	X
Network Services:
Data communications services	X	X
Electronic mail services	X
Distributed data services	X	X		X	X			X	X	X
Distributed file services	X	X		X	X			X	X
Distributed name services	X	X
Distributed time services	X	X
Remote process (access) services	X	X
Operating System Services:
Kernel operations services	X
Command interpreter and utility services	X
Batch processing services	X
File and directory synchronization services	X
Software Engineering Services:
Scripting language services	X		X
Language binding services	X		X
Run-time environment services	X		X
Application binary interface services	X		X
Transaction Processing Services:
Transaction manager services	X
User Interface Services:
Graphical client/server services	X		X
Display objects services	X		X
Window management services	X
Dialog support services	X
Printing services	X
Character-based services	X
Security Services:
Identification and authentication services	X	X
System entry control services	X	X
Audit services	X	X
Access control services	X	X
Non-repudiation services	X	X
Security management services	X	X
Trusted recovery services	X	X
Encryption services	X	X
Trusted communication services	X	X
System and Network Management Services:
User management services	X
Configuration management (CM) services	X	X
Performance management services	X	X
Availability and fault management services	X	X
Security management services	X	X
Print management services	X
Network management services	X	X
Backup and restore services	X
Online disk management services	X
License management services	X
Capacity management services	X
Software installation services	X

Big Data Architecture – Application Platform Service Categories

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