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World®
’16
Successfully	Navigating	the	
Choppy	Waters	of	Storage	
Economics
Jon	Toigo - Managing	Principal,	Toigo Partners	International	LLC
Session	#		MFT89S
MAINFRAME	AND	WORKLOAD	AUTOMATION
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©	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
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Abstract
It	makes	perfect	sense	to	talk	about	storage	in	terms	of	dollars	
and	cents	and	ROI	(aka:	the	business	case).	But	is	another	
“economical”	hardware	refresh	the	right	thing	to	do?	Has	your	
company	investigated	ways	to	leverage	and	maximize	utilization	
of	your	existing	storage?		Confused	about	all	the	storage	
economics	messaging	woo?	
Attend	this	session	and	discover	what	storage	expert	Jon	Toigo
has	to	say—not	only	about	ways	to	improve	storage	efficiency	
from	a	technical	and	operational	standpoint	but	also	from	a	
business	efficiency	perspective.
Jon	Toigo
Toigo	Partners	
International
Managing	Principal
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Agenda
STORAGE	ECONOMICS	
IoT,	MOBILE	COMMERCE
OPTIONS	AND	TECHNOLOGY
1
2
3
SUMMARY5
TOP	10	BEST	PRACTICES4 ELIMINATING	FRICTION,	BUSINESS	AND	TECHNICAL	VALUE4
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Storage	Economics	Is	Suddenly	on	Everyone’s	Mind
§ Cloud	folks	are	worried	about	the	“Zettabyte	Apocalypse”
Capacity	is	outstripping	supply
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Internet	of	Things…
§ 50+	billion	connected	devices	by	2020
– 228m	smart	phones	in	2015
– 258m	passenger	cars	in	2015	with	
>100k	data	points	per	car
§ “Even	if	consumer	adoption	lags,	big	
business	is	all	over	it…”*
*The	Battle	for	Smart	Car	Data,	Bloomberg	BusinessWeek,	July	18,2016.
Goldman	Sachs,	http://www.goldmansachs.com/our-
thinking/pages/iot-infographic.html
Cisco	Systems,	http://www.i-scoop.eu/internet-of-things/
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Mobile	Commerce…
http://www.smartinsights.com/mobile-
marketing/mobile-marketing-strategy/future-mobile-
commerce/
• 22.14	EB	of	order	data	just	from	smart	phones
• Doesn’t	count	tablet	orders	(already	3X	greater)
• Doesn’t	count	data	created	by	Systems	of	Insight
• Doesn’t	count	the	“Starburst	Effect”
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The	story	thus	far…
Customers	increasingly	mobile,	
using	apps	(Systems	of	
Engagement)	to	peruse	catalogs	
and	place	orders
Customers	apps	interact	with	
mostly	virtualized	Systems	of	
Interaction,	where	incoming	
requests	are	received	and	initially	
processed…
Order	information	is	shunted	to	
Systems	of	Insight	where	Big	Data	
analytics	algorithms	validate	
purchase	and	payment	details,	and	
scan	customer	account	profiles	for	
up-selling	opportunities…
The	Hybrid	Data	Center	in	a	Nutshell…
Good	orders	are	booked	and	the	
“Starburst	Effect”	occurs:		one	
customer	transaction	spawns	
hundreds	of	transactions	within	
backend	database	“Systems	of	
Record”…
The	process	repeats	millions	of	
times	per	second…
• Owners	get	rich
• Customers	say	nice	things	on	
social	media
• Business	thrives
• Everyone	lives	happily	ever	
after…
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The	Digital	Democracy
• UC	Berkeley	started	it	all	with	their	How	Much	Information	study	in	2000,	updated	in	2003
• Noted	that	traditionally	analog	information	was	being	converted	or	originated	in	
digital	form
• Estimated	total	volume	of	digital	data	in	2000	was	under	3	Exabytes,	which	had	
grown	to	5	Exabytes in	2002
• IDC	(backed	by	EMC)	took	over	estimating	the	size	of	the	Digital	Universe
• In	2014,	IDC	estimated	that	the	4.4	Zettabytes	of	digital	information	would	grow	to	44	
Zettabytes	by	2020
• Data	that	would	be	useful	if	tagged	and	analyzed	constitutes	37%	of	all	data,	but	less	
than	1%	is	currently	tagged	or	analyzed
• Moreover,	less	than	45%	of	the	digital	universe	is	protected:		for	most	data,	there	is	
no	copy
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Capacity	demand	will	shortly	outstrip	supply…
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What	Has	the	Cloud	Folks	Worried
Capacity	gap	and	cost
§ Industrial	cloud	providers	
already	concerned	about	
hosting		10-60	ZBs	
– Huge	profit	potential	for	storage	as	
a	service,	but
– Where	to	find	capacity?		
§ Total	flash	industry	output	~500	EBs	
of	capacity	annually	
§ Total	disk	industry	output	~780	EBs	
annually
– Inadequate	to	handle	burgeon;	
talking		“Capacity	Gap”
Source:		Microsoft	Azure,	https://tapepower.fujifilmrmd.com/pdf/static/2015/ogus.pdf
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In	the	Data	Center,	Capacity	Demand	Is	Growing
§ Leading	analysts	have	modified	projections	to	reflect	changes	
in	infrastructure	platform	choices…
By	How	Much	Annually	is	a	Matter	of	Some	Contention
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Server	Virtualization	Driving	Capacity	Demand
§ State	of	IT	Infrastructure	in	2016
Consolidating	server	computing	infrastructure…
http://www.serverwatch.com/server-news/server-virtualization-market-is-peaking-gartner.html
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Virtualization	Driving	Convergence/Hyper-Convergence
§ Software-Defined	Storage	is	all	the	rage…
An	effort	to	bring	mainframe	“multi-tenancy”	to	x86…the	hard	way
SDS	abstracts	value-add	software	services	
away	from	storage	controller	and	
instantiates	services	in	a	server-side	
software	stack…like	mainframe	SMS	c.	1993
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Hyper-Convergence	Not	Entirely	Without	Merit
§ “Atomic	units	of	
compute”
§ Adopted	by	small	
companies	and	by	
many	users	of	big	
data	analytics	
clusters
§ Benefits…and	
drawbacks…abound
Infrastructure	by	the	“pizza	box”
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Drawbacks	in	the	Form	of	Infrastructure	Utilization
While	some	benefits	seen,	more	important	inefficiencies	exist	and	grow
Source:		Gartner,	IT	Key	Metrics	Data	2016:	Key	Infrastructure
Measures:	Storage	Analysis:	Multiyear	Published:	14	December	2015
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Plus,	It	Is	Encouraging	Strange	Ideas
§ Huh?!?
Like	abandoning	tiered	storage	for	flat	and	frictionless	storage	architectures
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Why	would	you	do	such	a	thing?
§ Tiering is	intended	to	reduce	
storage	costs	by	constantly	
migrating	older	data	to	less	
expensive	forms	of	storage	
that	are	better	suited	to	data	
usage	characteristics…
§ So	“day	before	yesterday”!
Isn’t	tiering important?
http://www.horison.com/OracleTieredStorageTakesCenterStage.pdf
Back	of	Envelope	Math
1	Petabyte	(PB)	of	Storage
• Using	only	Tier	00:		$1.5	M
• Using	only	Tiers	1	and	2:		$1	M
• Using	Tiers	0-3:		$587
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Answer:	To	Eliminate	All	Friction!
§ “Data	movement	equals	friction.”		
§ “Friction	equals	latency.”	
§ “Latency	is	bad.”		
§ “Therefore,	friction	(and	data	
movement)	are	bad.”
§ Oh,	and	tiering is	hard	work.
Interesting,	if	misguided…
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How	to	preserve/protect	data	in	a	“friction-less”	infrastructure?
§ “Shelter	in	place.”
§ When	storage	node	is	filled	with	data	that	is	not	
accessed	or	updated,	just	power	down	the	drive.		
Then	just	add	more	nodes.
§ Voila! Instant	archive,	instant	data	preservation…
§ (Plays	well	with	the	AFA	crowd.)
You	don’t.
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Might	Work	for	Grad	Students	in	a	High	Performance	Computing	Lab…
§ As	a	rule,	storage	is	a	
significant	CAPEX	expense
– Between	33	and	70	cents	of	
every	dollar	spent	on	
hardware	depending	on	the	
analyst	one	consults
– Back	of	envelope	math
But	in	most	commercial	data	centers,	not	so	much…
Workload	must	be	
known.		Rewrite	
rate	of	1x	per	3.5	
years	doubles	cost
24	TB	HAMR	disks	
promised	by	2020	
but	more	
expensive	than	
PMR	HDDs
Not	optimized	for	
fast	writes	or	
frequent	file	
update
Source:		Microsoft	Azure,	https://tapepower.fujifilmrmd.com/pdf/static/2015/ogus.pdf
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Disk-based	storage	remains	dominant	in	MF	datacenter
§ Disk-based	DASD	costs	~$30/GB1
– 3390-3	volume	is	~2.83	GB	of	storage
– Cost	to	acquire,	$84.90	(not	including	maintenance,	environmental	costs)
§ Managing	DASD	storage	(archive,	included)	requires	time	and	
money,	but	makes	dollars	and	sense
– Storage	clean	up	practices	requires	8	hours	for	six	3390-3	volumes
– Systems	programmers	cost	roughly	$90,000	per	year	so	$53	per	hour	or	
$424	to	clean	up	six	DASD	volumes
– Clean	up	takes	longer	if	you	are	doing	file	reorganization,	and	also	archiving	
and	deleting	files	
§ Value	of	reclaimed	storage	is	$840:	Cheaper	than	buying	new.
Simple	cost	model	for	well-managed	DASD
1Jeff	Shoup,	Mainframe	Product	Leader,	Ensono,	https://www.ensono.com/insights/does-anyone-actually-manage-mainframe-storage-anymore	
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The	Push	is	On	for	Mainframe	Flash	Systems
§ Nothing	against	all-flash	arrays	(AFA)	but
– Your	mileage	will	vary	in	terms	of	latency	reduction
– Business	applications	need	to	be	designed	to	take	full	
advantage
– Maintenance	is	not	necessarily	easier	with	flash	vs	disk
§ Simple	truth	is	there	is	not	enough	production	capacity	for	
flash	or	disk	to	meet	the	Zettabyte	wave	(or	the	portion	
that	will	swamp	your	data	center)
§ Only	tape	can	possibly	fill	the	void
The	All-Silicon	Data	Center	is	the	shiny	new	thing
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Tape	Is	Ideally	Suited	for	Archive
Where	up	to	80%	of	your	data	will	ultimately	reside…
Between	40-60%	of	data	in	tape	libraries,	off-site	vaults:
Archive,	fixed	content,	compliance,	reference	data
Between	20-25%	of	data	in	midrange	arrays	featuring	SAS	and	
SATA:Vital,	sensitive,	business	important	data
Between	12-20%	of	data	in	high	performance	FC	disk	
arrays:	Mission	critical,	OLTP,	revenue	generating	apps
Between	1-3%	of	data	in	SSD:	I/O	intensive,	response	time	critical
http://www.horison.com/OracleTieredStorageTakesCenterStage.pdf
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Solid	Technical	Value	Case
§ LTO-7	and	Enterprise	tape	are	increasingly	appreciated	as	an	
effective	solution	for	mass	file	and	object	storage
– Capacity	improvements	from	Barium	Ferrite	(BaFe)	are	extraordinary	
and	on-going
– Linear	Tape	File	System	(LTFS)	gateways	are	simplifying	data	movement	
between	flash/disk	tiers	and	tape	tier
– Data	access	time	determined	by	size	of	library,	number	of	robots	and	
drives	– from	milliseconds	to	minutes,	depending	on	infrastructure
– Once	tape	cartridge	is	in	drive,	time	to	first	byte	is	~45	seconds
– Jitter-free	streaming	with	transfer	rates	of	up	to	750MB	of	compressed	
data	per	second	or	2.7TB	of	compressed	data	per	hour	per	drive		(LTO)
§ That,	plus	manageability,	gives	tape	a	solid	technical	value	case
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Business	Value	Case	Is	Also	Strong
§ Cost-containment:		tape-based	storage	is	less	costly	to	acquire	and	to	
own	than	other	storage	infrastructure	options;	tape	frees	up	expensive	
flash/disk	capacity
§ Risk	reduction	(downtime):		tape-based	storage	provides	data	
protection	via	an	air	gap,	plus	media	resiliency	of	up	to	30	years	and	
much	lower	bit	error	rates	than	other	media
§ Risk	reduction	(investment):	no	risk	of	early	obsolescence,	backward	
compatibility	guarantees,	good	runway	for	technology
§ Improved	productivity:	faster	data	transfer,	cloud	seeding,	better	
streaming	rates	and	quality,	greater	data	availability
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Tape	Archiving	Can	Significantly	Reduce	Storage	Expense
And	it	is	the	cheapest	way	to	store	data	over	time…
“The 12-year cost of energy for disk is greater
than the entire TCO for tape over the same period:
Disk is 70 times more costly than tape, based on energy cost alone.”
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Perhaps	This	Is	What	Is	Driving	the	Tape	Renaissance
§ As	are	cloud	operators
Novice	IT	practitioners	are	generating	interest	in	tape…
• Media	capacity,	resiliency	and	durability	accelerating
• Cost	per	GB	declining
• Performance	and	ease	of	use	improving
• Air	Gap	protects	against	Ransomware	
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Hasty	Conclusions
§ Storage	economics	still	favor	storage	
tiering and	data	archiving
§ The	real	cost	containment	benefits	will	be	
seen	with	better	data	management	(a	talk	
for	next	year,	perhaps)
§ CA	Technologies	offers	numerous	products	
in	its	portfolio	that	can	help	to	bend	the	
storage	cost	curve:		check	them	out!
Nothing	magical	about	storage	cost	containment…
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Questions?
• Thanks!
• Please	keep	in	touch
• Email:		jtoigo@toigopartners.com
• Linkedin:	Jon	Toigo
• Twitter:	@JonToigo
• Blog:		DrunkenData.com
• Websites:
• IT-SENSE.org
• Data	Management	Institute
• Toigo	Partners	International
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Questions?
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Stay	connected	at	communities.ca.com
Thank	you.
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Mainframe	and	Workload	Automation
For	more	information	on	Mainframe	and	Workload	Automation,		
please	visit:	http://cainc.to/9GQ2JI

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