Extracting value from a data lake implementation requires more than installation and data migration. IT and the business must consider impact to skill sets, culture, processes, governance, analytics, app development, user experience, and SLAs, just to name a few. In this session we will help you understand the best practices for data lake adoption and for your organization and how to avoid pitfalls along the way.

1. MT30
Best practices: Data lake adoption
Matt Maccaux, Global Big Data Practice Lead

2. 2
Dell - Internal Use - Confidential
Agenda
• Two models for big data
• Big data anti-patterns
• Big data best practice
• How to get started?
• Your questions

3. 3
Dell - Internal Use - Confidential
Two models for big data
Exploratory analytics
• Full data set – batch
• Explore, test, refine,
iterate
• The output is an algorithm
that will be integrated into
new or existing
applications.
Operationalization
• Limited data set –
Streaming
• The algorithm is integrated
into applications that drive
business decisions.

4. Big data anti-patterns

5. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.

6. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.

7. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.

8. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.

9. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.

10. Big data best practices

11. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
me:~>_
CONTINUUM

12. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
Hadoop
Spark
Tableau
Python
TOOL
CATALOG
Customer
Alert
Bills
Social
DATA
CATALOG
Duration
Performance
Normal
Analytics Request Portal
NON
Sample
Data
Sample
Data

13. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
Data Lake
Discover/Map
Transform
Organize/Tag
CATALOG AND PROVISION
ENTERPRISE LOG ANALYSIS
Virtualisation

14. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
Virtualised Compute Pool

15. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
Data Pool
Meta-dataTagging
G
o
v
e
r
n
a
n
c
e
A
n
o
n
y
m
i
s
e
E
n
c
r
y
p
t
i
o
n
Pooln
Pooln
Pooln
Copy

16. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
Virtualised Compute Pool

17. Dell - Internal Use - Confidential
© Copyright 2016 EMC Corporation. All rights reserved.
CD >_
CONTINUUM
Data Pool
G
o
v
e
r
n
a
n
c
e
A
n
o
n
y
m
i
s
e
E
n
c
r
y
p
t
i
o
n
Pooln
Pooln
Pooln
Copy
Virtualised Compute Pool

18. 18
Dell - Internal Use - Confidential
How to get started?
Big Data Technology Advisory
• Interview stakeholders including business users and technical/functional
experts
• Document requirements and gaps
• Define a future-state reference architecture
• Provide a plan/roadmap for implementation

19. Q&A