Big Data Maturity Model and Governance

Danairat T., 2016, [email protected]

Big Data Maturity Model and GovernanceThe Maturity Model and Governance Guideline

อ.ดนยัรฐั ธนบดธีรรมจารี

Line ID: Danairat

FB: Danairat Thanabodithammachari

+668-1559-1446


Agenda

• Introduction to Big Data

• Big Data Maturity Model

• Big Data Governance Guideline

• Summary


Big Data Introduction

Volume

Variety Velocity

DB Table

Delimited Text

XML, HTML

Free Form Text

Image, Music, VDO, Binary

Batch

Near real time

Real time

GB

TB

PB

XB

ZB


Big Data Maturity Model

Business Monitoring Report

Business Insights

Business Optimization

All Transaction Logs Monitoring and Summary

Integrate Social Data forBetter Insights

Real-time Data Feed:IoT and Real-time Operation Actions




Business Insights






Mine all the transactional data at the lowest levels of detail




Business Insights







Business Insights

Integrate unstructured data with detailed structured (transactional) data to provide new metrics and new dimensions against which to monitor and optimize key business processes.




Business Insights







Business Insights

Integrate unstructured data with detailed structured (transactional) data to provide new metrics and new dimensions against which to monitor and optimize key business processes.


Leverage real-time (or low-latency) data feeds to accelerate the organization's ability to identify and act upon business and market opportunities in a timely manner.




Business Insights


Data Monetization

Business Metamorphosis




Data as a Service:Creating Revenue from Data by Exchange or Trade

Artificial Intelligence for Business Sustainability, Value-Set, Passion: Transforming Behavior, Relationship, Culture , Ecosystem



Integrate predictive analytics into your key business processes to uncover insights buried in the massive volumes of detailed structured and unstructured data. (Note: having business users slice and dice the data to uncover insights

worked fine when dealing with gigabytes of data, but doesn't work when dealing with terabytes and petabytes of data.)



Driving new business models, new processes, more meaningful business interactions, innovation, improved and faster decision making, and a more agile

organization

A digital ecosystem is a business community of organizations and individuals transacting across a distributed, adaptive, open, social, technical system with collaboration, transparency, constant evolution, self-organization, scalability

and sustainability.


Big Data Governance


Data Governance

Data governance is the specification of decision rights and an accountability framework to encourage desirable behavior in the valuation, creation, storage, use, archival, and deletion of data and information.

• common data definition

• data standard format

• data integration strategy


Team working

Organization

Direction

Discovering the Data


Operation Team

Head of Business Units

Executives



Operation Team

Head of Business Units

Executives


Master Data

Executive Decision Data

Transactional Data


Big Data Governance Model


Big Data Governance Worksheet

N

o.

Master/

Transactio

nal/

Summary

Data

Data

Name

Owner Used by

Critical

Business

Service

(Y/N)

Volume(MB/GB/TB)

Varieties of

Types

(Text, XML,

JSON,

Image,

Sound,

VDO, etc.)

Velocity

(How

fast data

change

in

minutes)

Change

Control

(Y/N),

Change

Procedure

Current

Issues


Big Data GovernanceKeys Take-away

1. Focus on the balance between the value Big Data brings versus the cost of achieving such value.

2. Focus on unify data architecture to minimize data duplication and ensure efficiency.


Thank you very much.

Big Data Maturity Model and Governance

Technology

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