Big Data Fundamentals: Concepts, Drivers & Techniques

Big Data Fundamentals: Concepts, Drivers & Techniques
by Paul Buhler, PhD
Thomas Erl
Wajid Khattak

analytical database

analytical database

analytics

analytics

analytics engine

analytics engine

application

application

attacker

attacker

audio

audio

bulk import

bulk import

cluster manager

cluster manager

conflict

conflict

coordination engine

coordination engine

CRM

CRM

CRM database

CRM database

dashboard

dashboard

data governance manager

data governance
manager

data mart

data mart

data mining

data mining

data transfer engine

data transfer engine

data warehouse

data warehouse

dataset

dataset

digitization

digitization

drill down

drill down

DVD

DVD

ERP

ERP

ERP database

ERP database

ETL

ETL

fast simple queries

fast simple queries

GPS

GPS

hard drive

hard drive

human

human

human data interpretation

human data
interpretation

image file

image file

IMDB

IMDB

IMDG

IMDG

in-memory storage device

in-memory storage
device

JSON data

JSON data

KPI dashboard

KPI dashboard

machine learning

machine learning

metadata

metadata

NoSQL

NoSQL

NoSQL database

NoSQL database

OLAP

OLAP

OLAP database

OLAP database

OLTP

OLTP

OLTP database

OLTP database

predictive analytics

predictive analytics

prescriptive analytics

prescriptive
analytics

pressure sensor

pressure sensor

processing

processing

processing engine

processing engine

processor

processor

productivity portal

productivity portal

query engine

query engine

query interface

query interface

queue

queue

RDBMS database

RDBMS database

RDBMS or DBMS

RDBMS or DBMS

relational/tabular data

relational/tabular
data

report

report

repository or storage device

repository or
storage device

resource manager

resource manager

RFID

RFID

roll up

roll up

SCM

SCM

SCM database

SCM database

security engine

security engine

sensor data

sensor data

serialization engine

serialization engine

server

server

SLA agreement

SLA agreement

smart meter

smart meter

storage device

storage device

textual data

textual data

tool

tool

video

video

visualization engine

visualization engine

workflow engine

workflow engine

workstation

workstation

XML data

XML data