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World®
’16
Pre-Con	Education:	Managing	
Test	Data	Across	Distributed	and	
Mainframe	Systems	
Jonathon	Wright	- Director	of	Digital	Assurance	- CA	Technologies
Tom	Finch	- Senior	Consultant	- Pre-Sales
DO5X22E
DEVOPS
2 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
©	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.	
For	Informational	Purposes	Only	
Terms	of	this	Presentation
3 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Abstract
This	session	will	set	out	how	CA	Test	Data	Manager	provides	an	easy-to-use,	high	performance	
tool	for	defining	test	data	engineering	tasks,	which	retain	referential	integrity	across	mainframe	
and	distributed	systems.	See	how	all	the	data	needed	for	testing	can	be	created	or	secured	
before	it	is	requested,	making	it	available	to	highly	distributed	test	teams	in	parallel	and	on	
demand	from	a	web-based	portal.		The	upstream	dependencies	and	data	constraints	that	create	
delays	are	avoided,	while	substantially	mitigating	the	risk	of	non-compliance	and	providing	all	
the	data	needed	to	rigorously	test	software	earlier,	and	at	less	cost.	
Jonathon	
Wright
CA	Technologies
Director	of	Digital	
Assurance
CA	Technologies
Senior	Consultant
Tom	Finch
4 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Agenda
LEGACY	IS	YOUR	LEGACY!
CONTINUOUS	TESTING
DIGITAL	IN	THE	REAL	WORLD
DIGITAL	ASSURANCE
DIGITAL	ARCHAEOLOGY	
DIGITAL	ECOLOGY
1
2
3
4
5
6
5 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Legacy	is	your	Legacy!
#ExcuseFreeTesting
6 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Legacy	is	your	Legacy!
7 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
VALUE-DRIVEN
TIME
1960s 1990s TODAY
1	– “The	Battle	for	Competitive	Advantage	in	the	App	Economy”,	Oxford	Economics,	2015
of	enterprises	believe	that	they	need	value-driven	algorithmic	
business	models to	respond	to	disruption	in	the	next	3	years.78%	
Legacy	is	your	Legacy	(API)
Digitalization	of	your	Core	(SOA)
Digital	Disruption	(Micro)
Enterprise	Digital	- ‘Evolution,	over	Revolution’
8 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Businesses	no	longer	have	the	luxury	of	time.	
Rising	customer	expectations,	competitive	threats,	
and	increased	consumer	choice	have	turned	rapid	
delivery	and	iteration	of	software	applications	into	a	
competitive	differentiator.	
Optimizing	the	delivery	value	chain	has	become	the	
new	means	to	better	business	outcomes.
TechRadar™:	Continuous	Software	Delivery,	Q2	2015,	Forrester	
Research,	May	1,	2015
“
”
2014	Vanson	Bourne	study	commissioned	by	CA
UNPRECEDENTED
94%of	executives	face	increased	
pressure	to	release	apps
more	quickly
“
Journey	to	Digital	Transformation
9 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Our	Focus…	
Dramatically Improve	Testing
Faster. Better. Cheaper.
*National	Institute	of	Standards	&	Technology
Per	Year	of	IT	Budget	
for	QA	and	Testing*
Per	Year	on	
Testing	Tools$60B $2.5B
Cost	Inefficiencies	…	Just	in	Testing!
10 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Limited	test	resources	and	
lack	of	Automation
of	all	testing	is	
still		manual70%
Source:	Bloor	Research,	2014	
Test Data
for	setup	&	staging
of	time	spent	
looking	for50%
Source:	Bloor	Research,	2014	
Digital	Assurance
Agile	Requirements	Designer,	TDM	and	RA
Build	of	various	dev	&	testing	
Environments
of	critical	dependencies	
are	unavailable when	
dev	and	test	teams	
need	them
56%
Source:	voke	Market	Snapshot	TM Report:	Service	
Virtualization	– January	2015
Is	Testing	still	the	Bottleneck?
11 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Balancing	Today’s	Application	Demands
Shortened	Release	Cycles
Demand	for	
High	Quality	Apps
Customer	needs Moving	towards	Agile	development
Competitive	pressures
Digital	transformation	initiatives
Most	testing	is	manual,	not	automated
Better	test	data	needed
Impacts	
Customer
Experience
12 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
DESIGNOPS
1
Continuous	
Delivery
2
Continuous	
Testing	
3
Continuous	
Staging
4
Continuous	
Release
Continuous	Delivery	- Sub-Value	Streams
13 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
idea
DEVELOPMENT OPERATIONS
‘Shift-Up’	Connected	Intelligence
‘Shift-Right’	the	Digital	Ecology
‘Shift-Left’	Rapid	Evolution	feat.	DesignOps	
CUSTOMER	
EXPERIENCE	TESTING
DesignDevTestOps
Agility	across	all	4	increases	speed,	reliability	and	efficiency
DESIGN
‘Shift-Down’	Digital	Archaeology
Continuous	
Testing
Continuous	
Improvement
Continuous	
Delivery
Continuous	
Intelligence
Continuous	
Assessment
Continuous	
Learning
Continuous	
Innovation
14 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
‘Shift-Down’	Digital	Archaeology
15 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Application	
Services
Data
Model
Model
Test	Data
Services	(SOA)
Application
Overlaying	all	layers
Managing	Test	Data	– Distributed	and	Mainframe	- Layered	approach	
Digital	Archaeology	– Software	Delivery
16 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Managing	Test	Data	– Distributed	and	Mainframe	- Versioning
Digital	Archaeology	– Software	Delivery
17 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Production	data	sources	
and	files
Validation
Profiling
PII Discovery
Native Engines
Data Subset
Audit
Datamaker™
1 2 3
Secure	Data	
Subsets
Test/Dev	
Environments
Subset
Subset
Subset
Seed
Tables
Custom Masking
Functions
Cross
Referencing Masked
XML	
Files
Excel	
Files
SQL	Files
CSV	Files Fixed	
Definition	Files
HTML	
Files
VSAM/ISAMSwift
TXT	Files
Managing	Test	Data	- Distributed	and	Mainframe	– Digital	Ecology
Digital	Archaeology	– Software	Delivery
18 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
‘Shift-Right’	The	Digital	Ecology
19 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Value-Driven	Scaled	Enterprise	Agile	powered	by	Prescriptive	Insight
Digital	Ecology
LIFECYCLE
VIRTUALIZATION
Simulate	missing	systems,	
APIs	to	save	up	to	640	Hrs.
DIGITAL	ENGINEERING	
&	AUTOMATION
Test	less,	cover	more,	
automate	100%	of	tests.
DATA	VISUALIZATION	
&	VIRTUALIZATION
Reduce	time	spent	
waiting	on	data	by	95%.	
SHIFT
RIGHT
Risk-based	approach	to	data	mining
By	understanding	the	abiotic	components	of	the	ecosystem	of	ecosystems	
and	interactions	between	complex	systems	(digital	ecology).
20 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Automation
Applications
Environment
Release
Services
Test	Data
Model
UX	Design/Mock-ups
Model
Test	Data
Microservices
Release	Management
Environment	Management
Applications	Code
Automation
Managing	Test	Data	– Continuous	Delivery	- Layered	approach	
Digital	Ecology	– Solution	Delivery
21 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Datamaker™
Web/App	Server
Virtual	SAN
Internal	Net
Production	Data (Virtual)	Environments
Data Profiling
Data Cloning
Data Masking
Virtual Data Dev/Test Team
Synthetic
Data
Version Control
Regression
Packs
Teams	can	access,	re-
use	and	share	data,	
linked	to	tests,	from	a	
web-based	portal
Test	Data
Warehouse
Managing	Test	Data	– Continuous	Delivery	– Lifecycle	Virtualization
Digital	Ecology	– Solution	Delivery
22 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
DIGITAL	IN	THE	REAL	WORLD
23 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
???
Hand	Held	Enterprise	- Apps	with	lots	of	baggage
Digital	in	the	Real	World
24 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
XML
Schema/Copy-Book/meta-data
CA	TDM
Model	interlinked	business	rules	over	multiple	multi-platform		systems
Multi-Platform	Environment	Acceleration
Provision	The	Enterprise
25 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Data	Model Rule	Definition Asset	Repository
Automation
Engines
Drive	VS
Data	on
Demand
Multi-Platform	Environment	Acceleration
Provision	The	Enterprise
26 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Name,	
Account	Type
Transactions
User,	
Password
Data	Mining Data	Index/TestMart Data	Consumption
Legacy	to	Big	Data
Make	Complex,	Easy
27 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Legacy	to	Big	Data
Make	Complex,	Easy
28 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
All	Data	Maker	processes	are	fully	auditable,	while	
data	is	provisioned	from	a	central	warehouse	
Establishing	confidence	in	data	for	regulatory	compliance	
Digital	Assurance
§ Fully	auditable,	centralized	provisioning,	
reporting	and	tracking
§ Comply with	the	EU	General	Data	
Protection	Regulation	(GDPR),	GLBA,	
HIPAA,	PCI	DSS,	PIPEDA,	and	more
§ Mask	in	place	or	in	flight	for	secure	
virtualization	and	outsourcing
29 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
§ Over	170	testers	needed	to	match	tests	with	corresponding	data	on	both	Mainframe	and	
distributed	platforms.
§ Data	reservation	previously	took	a	minimum	of	3-5	manual	hours		and	up	to	3	weeks	per	test.
§ With	CA	TDM,	data	is	available	in	less	than	an	hour
§ Savings	of	circa	11k	man	ours	over	5	months!
A	Banking	Customer	Example
Digital	in	the	Real	World
30 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Development OperationsTestPlanning Pre-Prod
Requirement	Driven	Data	Definition
Generation/Reservation
CA	Application	Test
CA	Service	Virtualization
Agile	Central APIM
R&R	Generation
CA	Release	Automation	+	Continuous	Delivery	Edition
Turbo-Charge	Your	Software	Pipe	with	TDM
Digital	in	the	Real	World
31 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Increase	
Security
Eliminate	the	risk	
of	internal	and	
external	breaches
Ensure	PII	is	
protected
Increase	
Productivity		
Reduce	the	time	
spent	preparing	
data	by	tenfold,	
from	20%	to	2%
Reduce	the	time	
finding	data	from	
multiple	systems	
by	95%
Increase	
Quality
Match	the	right	
data	to	the	right	
test
Test	new	
applications
Achieve	100%	
functional	test	
coverage
Increase	
Agility
Enable	self-
service
Quickly	respond	
to	changes
Ensure	test	data	
is	up	to	date
Reduce	Costs
Proactively	
estimate	change	
costs
Decrease	storage	
and	software	
license	costs
Benefits	of	CA	Test	Data	Manager
Digital	in	the	Real	World
32 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Q	&	A
33 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Thank	you!
34 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
What	next?
35 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Must	See	Demos
Use	Model	
Based	Testing
Data	
Compliance
CA	Test	Data	
Manager	Theatre	5
Maximum	
Test	Coverage
CA	Agile	
Requirements		
Designer	Theatre	5
Deliver	Test	
Data	Faster
CA	Test	Data	
Manager	Theater	5
CA	Agile	
Requirements	
Designer	Theatre	5
36 ©	2016	CA.	ALL	RIGHTS	RESERVED.@CAWORLD				#CAWORLD
Recommended	Sessions
SESSION	# TITLE DATE/TIME
MFX59E
High	Performance	Masking	and	Test	Data	Generation	for	
IMS	and	DB2
11/15/2016	at	1:00	pm
DO5X47S ‘Shift-Right'	- Rapid	Evolution	with	DesignOps 11/15/2016	at	3:45	pm
@CAWORLD					#CAWORLD ©	2016	CA.	All	RIGHTS	RESERVED.37 @CAWORLD					#CAWORLD
DevOps	– Continuous	Delivery
For	more	information	on	DevOps	– Continuous	Delivery,	please	
visit:	http://cainc.to/PiTFpu
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Pre-Con Ed: Managing Test Data Across Distributed and Mainframe Systems

Editor's Notes

  • #2: As you build out your presentation, here are a few dos and don’ts.
  • #7: Who has a mobile banking app? How Critical is it? Technical issues, try again later – switch for a cash incentive instead? I think so! Tom experienced this recently while on the phone to a mortgage advisor! So we would consider testing this stuff a good idea? Yeah! - Tom’s ‘Family story’ Modern world apps provide HUGE business value and often considered critical, for example internet banking. Although the front end may be pretty and filled with benefits driven by APIs, what lies beneath can be complex and daunting – Developers and testers don’t know where to start, what to look for or how Legacy to Big Data platforms are related to one another.
  • #9: This is your slide to set up the application economy… Dive into history of what has changed to drive companies to delivery software faster than they’ve ever had to before. End with discussion on this study from Oxford. Nearly 80% believe software-driven business models is the way to win. How much focus and effort will all your competitors, and even startups that you don’t know about, will use to drive the development of software to win your customers. What are you doing about it? What’s your strategy? (this leads into next slide… better deliver software like never before).
  • #10: The application economy is characterized by escalating expectations from consumers, buyers, investors – living up to them can be quite a struggle 94% of executives face increased pressure to reduce time-to-market 30% of all businesses will monetize data assets by 2016 – those that don’t have the infrastructure in place to do so will be hungry for it. The middle stat is particularly interesting – two years ago, a quarter of all consumers stated they would abandon… +++ Just 12 months later, another survey reported that the number had shot up to 40% That is the pace of change in the application economy. So what our these CDOs and other LOB executives doing about it? *****
  • #11: Research shows the aggregate IT spend for software testing is around $60 billion annually. Of that, $57.5 billion is spent on the labor, service, and environmental costs, while $2.5 billion is spent on the toolchain. So we need to significantly reduce the $57 billion dollar challenge by automating testing processes, and delivering with higher velocity and better quality.
  • #13: Managing the development of applications has become a real balancing act. There is more pressure than ever to get new features out the door as quickly as possible, but then you’re also held accountable for quality. As development becomes more agile and gets better about reusing code, templates, they push more code to QA faster and it gets harder to keep up. Not to mention the need to test frequently and have the right data available at any time without having to wait. High Quality of Apps – 94% of business executives are facing increased pressure to release apps more quickly – Source DevOps Research commissioned by CA Vanson Bourne 2014 Over 60% of IT projects fail and 31.1% will be cancelled before completion - Source Standish Chaos Manifesto 2014 Only 16.2% are completed on-time and on-budget, While testing takes half the time in the SDLC 51% of online shoppers in the US say that site slowness is the top reason they’d abandon a purchase. – Source Testing can eat up to half of the budget – Source Bloor 2014 $312 billion a year is spent on software bugs - Cambridge University Judge Business School, 2013
  • #14: The old adage about how do you eat an elephant – one piece at a time.
  • #15: However, it’s really about DevTestOps. It’s an end-to-end practice for taking an idea, planning for it, building it, testing it to ensure quality, orchestrating its delivery into production and the ongoing operational practice that follows. Doing that successfully across the entire toolchain will eliminate points of friction across the software delivery lifecycle, enabling you to deliver code quickly and efficiently, while making sure it is aligned with the organization’s ability to support it. What we see is that Testing is really the ”final frontier” of DevOps.
  • #21: In order to become an agile testing team, automation is key. With automated testing, especially of the APIs, teams can cover more tests and do it at lower cost. Not only are we talking about automated testing, but this also includes automating the release of code across the testing stages as well. And instead of wasting money and time of the setting up of physical environments for testing, these can be simulated to mimic production environments to run the right tests. In addition, the ability to take production data, mask it, subset it and meet privacy considerations, synthetic data generation will allow teams to build new data sets to cover new use cases, have data on demand, and better prepare themselves to meet compliance regulations. 100% test coverage from ASR cast study 640 Hours Forrester TEI SV study 95% based upon CA experience
  • #25: Who has a mobile banking app? How Critical is it? Technical issues, try again later – switch for a cash incentive instead? I think so! Tom experienced this recently while on the phone to a mortgage advisor! So we would consider testing this stuff a good idea? Yeah! - Tom’s ‘Family story’ Modern world apps provide HUGE business value and often considered critical, for example internet banking. Although the front end may be pretty and filled with benefits driven by APIs, what lies beneath can be complex and daunting – Developers and testers don’t know where to start, what to look for or how Legacy to Big Data platforms are related to one another.
  • #30: Nb.: include create data for OUTSOURCES
  • #33: Increase security Eliminate Risk – By creating data that is production like but does not contain any real sensitive data, the risk of breaches due to test data leaving the org is reduced Increase Productivity – Clean up existing test cases, reduce testing cycles by 30% Provision data to dev teams within hours vs. days, create large volumes of data for performance and test loads, remove data dependencies and deliver data to multiple test teams at ones, testers no longer looking for data, making data, waiting for data, Increase Quality – cut defects by 95% Better Data = Better Results - Synthetic Data Benefits – can create more complex subsets, clone interesting bug scenarios, include outliers and ensure they are always available Test New Apps – create representative data when none exists Production data only coverts 10% to 20% of the needed data Agile – quickly and accurately reflect changes in the requirements and ensure data is up to date Visualization and diagraming enable agility Reduced Infrastructure Costs – Increased productivity quality and agility will save money Cost advantages over using production data - using the Test Data Warehouse, you eliminate the need to clone and maintain multiple databases for multiple testers which saves server, storage and related costs
  • #35: Thank you for taking the time to meet with us today. With that, I’d like to….. (take questions, turn the time back over to, etc)
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