TDM: Masking, Subsetting and generating Synthetic Data DO5X06L

1. World®
’16
Test Data Manager – Masking,
Subsetting and Generating Synthetic Data
Ankur Seth – Sr. Services Architect – CA Technologies
James Chan – Director, Presales – CA Technologies
Mark Braemer – Sr. Principal Consultant, Presales – CA Technologies
Prashant Pandey – Sr. Principal Consultant, Presales – CA Technologies
Ben Riley – Principal Consultant, Presales – CA Technologies
Tom Finch – Sr. Consultant, Presales – CA Technologies
DO5X06L
DEVOPS

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For Informational Purposes Only
Terms of this Presentation
© 2016 CA. All rights reserved. All trademarks referenced herein belong to their respective companies.
The content provided in this CA World 2016 presentation is intended for informational purposes only and does not form any type of
warranty. The information provided by a CA partner and/or CA customer has not been reviewed for accuracy by CA.

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Abstract
Many companies utilize some form of masking production data for
testing purposes. This process is essentially making a copy of the
production data, masking it (replacing personal data with dummy data),
and subsetting it into usable chunks for testing applications. While
masking is a useful component of test data management, it’s not
enough by itself. Given the new standards of data privacy set by the
GDPR and other regulations, organizations need to look at innovative
ways to generate data that will exceed compliance regulations, provide
greater security and help build a truly Agile test environment. In this 2
hour hands on lab we will enable participants to experience provisioning
of secure, covered , downsized and agile test environments by
combination of subsetting, masking and synthetic data generation.
Ankur Seth
CA Technologies
Sr. Services Architect

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Agenda
OVERVIEW OF THE TDM SOLUTION – 5 MINS
LAB ENVIRONMENT AND OBJECTIVES – 5 MINS
QUESTIONS & ANSWERS – 10 MINS
SUBSET LAB – 30 MINS
MASKING LAB – 30 MINS
DATA GEN LAB – 40 MINS
1
2
3
4
5
6

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Overview of the TDM Solution
Production
Copy
Down Size
Subset
DE-identify
Mask UAT SIT Dev
CA
TDM
CA
TDM
Dev & Test Environment
Copy
Tools
CA
TDM
Find & Reserve Test Data
CA
TDM
Create and Clone Test Data
§ Subset / Downsize
§ Mask / De-identify
§ Find and Reserve
§ Create and Clone
Key CA TDM Features

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Lab Environment & Lab Objectives
§ Lab Environment
– MS SQL Server 2012/2014 as DBMS
– Lab_ENV1 DB on SQL Server as source environment
– Lab_ENV2 DB on SQL Server as target environment
§ Lab Objectives
– Subset Lab_ENV1 and move reduced data to Lab_ENV2.
– Mask sensitive data in Lab_ENV2.
– Enhance data in Lab_ENV2 by synthetic data generation

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Activities in Subset Lab
§ ACT 1 (10 Mins):
– Login to Datamaker tool and View data in tables
§ ACT 2 (10 Mins):
– Design & Generate Subset Scripts
§ ACT 3 (10 Mins):
– Run scripts and verify data reduction

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Activities in Masking Lab
§ ACT 1 (10 Mins):
– Data Sampling in Datamaker
§ ACT 2 (10 Mins):
– Add Masking Rules in FDM
§ ACT 3 (10 Mins):
– Run Masking and View Masked Data

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Activities in Data Gen Lab
§ ACT 1 (20 Mins):
– Create data gen model
§ ACT 2 (20 Mins):
– Publish data model and view results
§ ACT 3 (10 Mins):
– Clone existing data and view results

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Questions?

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Recommended Sessions
SESSION # TITLE DATE/TIME
DO5X26S What's New in CA Test Data Manager 4.0? 11/16/2016 at 4:30 pm
DO5T17S
Case Study: Nationwide Building Society's CA Test Data
Manager Success Story
11/17/2016 at 1:45 pm
DO5X42S
TechVision: Test Data on Demand: Delivering the Right
Data, to the Right Place, at the Right Time
11/17/2016 at 4:30 pm

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