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Successfully Navigating the Choppy Waters of Storage Economics With John Toigo
1.
World® ’16 Successfully Navigating the Choppy Waters of Storage Economics Jon Toigo - Managing Principal, Toigo
Partners International LLC Session # MFT89S MAINFRAME AND WORKLOAD AUTOMATION
2.
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.
3 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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
4.
4 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Agenda STORAGE ECONOMICS IoT, MOBILE COMMERCE OPTIONS AND TECHNOLOGY 1 2 3 SUMMARY5 TOP 10 BEST PRACTICES4 ELIMINATING FRICTION, BUSINESS AND TECHNICAL VALUE4
5.
5 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Storage Economics Is Suddenly on Everyone’s Mind § Cloud folks are worried about the “Zettabyte Apocalypse” Capacity is outstripping supply Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
6.
6 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved. 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/
7.
7 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved. 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”
8.
8 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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… Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
9.
9 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved. 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
10.
10 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Capacity demand will shortly outstrip supply… Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
11.
11 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
12.
12 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
13.
13 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
14.
14 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
15.
15 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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”
16.
16 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
17.
17 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Plus, It Is Encouraging Strange Ideas § Huh?!? Like abandoning tiered storage for flat and frictionless storage architectures Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
18.
18 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
19.
19 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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… Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
20.
20 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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. Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
21.
21 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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22 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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23 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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24 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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25 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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26 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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27 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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.” Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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28 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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29 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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… Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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30 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD 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 Copyright © 2016 by the Data Management Institute, LLC. All Rights Reserved.
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31 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Questions?
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32 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Stay connected at communities.ca.com Thank you.
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33 © 2016 CA. ALL RIGHTS RESERVED.@CAWORLD #CAWORLD Mainframe and Workload Automation For more information on Mainframe and Workload Automation, please visit: http://cainc.to/9GQ2JI
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