SlideShare ist ein Scribd-Unternehmen logo
1 von 14
Rethinking Storage Infrastructures by Utilizing the Value of Flash
Adam Roberts - Engineering Fellow,
SanDisk Corporation | A Western Digital Company
August 10, 2016
1
Flash Memory Summit 2016
Santa Clara, CA
2
Forward Looking Statements
During our meeting today, we may make forward-looking statements.
Any statement that refers to expectations, projections, or other characterizations of future events or circumstances is a
forward-looking statement, including those relating to industry trends, expectations that flash will continue to make
gains in data centers, and expectations regarding all-flash data centers. Risks that may cause these forward-looking
statements to be inaccurate include among others: industry trends may not evolve as expected, flash may not
continue to make gains in data centers as expected, and expectations for the advance of flash over HDD in data centers
may be inaccurate; or the other risks detailed from time-to-time in SanDisk Corporation’s and Western Digital
Corporation’s Securities and Exchange Commission filings and reports, including, but not limited to, their respective
quarterly reports on Form 10-Q for the most recently completed fiscal quarter.
This presentation contains statements from third parties. We undertake no obligation to update these forward-looking
statements, which speak only as of the date hereof or the date of issuance by a third party, as applicable
Flash Memory Summit 2016
Santa Clara, CA
3
 Better UBER
– Allows simplification of RAID configs
 Performance margin used for parity
calculations
 Hardware Consolidation
– Result of:
• UBER
• Performance
• High capacity point per SSD
– Lower solution costs result
 Optimizing Storage Tiers
– Low cost moderate performing SSDs allow
for replacing HDD/SSD Hybrid arrays with
all flash solutions
Flash Value and Affect
Flash Memory Summit 2016
Santa Clara, CA
4
What is UBER?
• UBER stands for Uncorrectable Bit Error Rate
• UBER quantifies the chance that a bit of data cannot be retrieved from the media, due to
an uncorrectable error that happened while the data was stored or during retrieval
• An UBER of 10-15 means that 1 in every 1015 data reads, an uncorrectable error will
occur
• Enterprise SSDs, depending on the device chosen, are anywhere from 10x to 10,000x less
likely to exhibiting an uncorrectable bit error versus enterprise HDDs.*
Hint: It has
nothing to do
with cars!
Flash Memory Summit 2016
Santa Clara, CA *https://www.sandisk.com/business/datacenter/products/flash-devices/ssds/sas-ssd/lightning-gen2
5
UBER SanDisk Enterprise SSDs
UBER
Rate
SanDisk Enterprise SSD Reliability
Benefit
SanDisk/WD
Enterprise SSD
10-18 Best in Class. How does it compare?
Let’s take a look!
Enterprise SSD 10-17 10x Better than competing Enterprise
SSDs
Enterprise HDD 10-16 100x Better than Enterprise HDD
Client SSD 10-15 1000x Better than Client SSD
Note: SanDisk has some specific products that meet even higher UBER at 10-19 and 10-20 in the Lightning Ultra Gen II and the
Fusion IO PCIe cards respectively
Flash Memory Summit 2016
Santa Clara, CA
6
Uncorrectable Bit Error Rate Approaches Zero
0
20
40
60
80
100
120
Average Bit Loss per
10x1^18 transactions
Enterprise
HDD
Enterprise
SSD
SanDisk/WD
Enterprise
SSD
As UBER approaches zero, expensive redundancy
methods put in place to protect from it can be lessened
• Reduces the need for RAID or redundancy
• Employ frequent snapshots for some use cases
• Remove the need for double buffered writes in
databases, receiving over 2x performance boost
• Allows RAID configuration simplifications
• Erasure coding simplified to RAID 6 or RAID 5
• RAID 6 simplified to RAID 5
• Acts simply as a tie breaker for choosing the best drive!
Flash Memory Summit 2016
Santa Clara, CA
7
• Performance Access Density = IOPS/GB
• Higher Access Density can lead to higher HW consolidation
• RAID protection levels affect Access Density
• HDD performance limitations limit device capacity growth
• SSD device capacity continues to grow since application performance access density
needs can still be met
Performance access density needs drive flash adoption
Flash Memory Summit 2016
Santa Clara, CA
= 1 drive
Red = redundancy overhead
Blue = usable capacity
8
Example: Improving Access Density and Reducing
RAID overhead Data Protection overhead
AKA “unusable purchased
capacity”
50% protection overhead
20% protection overhead
• (24) 1.2 TB HDDs
• Usable capacity 14.4 TB
• (5) 3.84 TB SSDs
• Usable capacity 15.36 TB
• More capacity and 10x better
UBER (Uncorrectable Bit Error
Rate) than the HDD solution
(5 drives) RAID 5
(24 drives) RAID 10
Flash Memory Summit 2016
Santa Clara, CA
2-Tier HDD/SSD Solution vs 1-Tier SSD Solution
SSD Performance margin and better UBER can allow Simplification of Tiers
Flash Memory Summit 2016
Santa Clara, CA
10
With the advantages described can flash take over the datacenter?
Probably not
• Flash has and will continue to make huge progress and gains in the datacenter
• HDDs can cover some warm and most cold data at a very efficient cost
• At least for now… the two exist side by side
Flash Memory Summit 2016
Santa Clara, CA
11
Flash Memory Summit 2016
Santa Clara, CA
Flash Memory Summit 2016
Santa Clara, CA 12
Flash Pool
10k HDD
Moderate SSD Pool
7.2k HDD Pool
Data migration thru the lakes add to
overall endurance needs, affecting
flash cost
Hot Data
Warm Data
Cold Data
Data is pulled downward to a cooler tier
based on age and/or access frequency
Dead Data
Flash Memory Summit 2016
Santa Clara, CA 13
Summary:
All Flash datacenter is possible if data set is all hot or warm
For everyone else low cost, low performance HDD solutions will
exist alongside SSD solutions for quite some time
SSDs will absolutely continue to increase footprint as a viable
alternative to HDDs
SanDisk Confidential 14
© 2016 Western Digital Corporation or its affiliates. All rights reserved. SanDisk and the SanDisk logo are trademarks of Western Digital Corporation or its affiliates, registered in the U.S. and
other countries. Lightning Ultra, CloudSpeed Ultra and Fusion ioMemory are trademarks of Western Digital Corporation or its affiliates. Other brand names mentioned herein are for
identification purposes only and may be the trademark(s) of their respective holder(s).
Thanks!

Weitere ähnliche Inhalte

Was ist angesagt?

A Look at the Future of Storage
A Look at the Future of StorageA Look at the Future of Storage
A Look at the Future of StorageIT Brand Pulse
 
Insiders Guide- Managing Storage Performance
Insiders Guide- Managing Storage PerformanceInsiders Guide- Managing Storage Performance
Insiders Guide- Managing Storage PerformanceDataCore Software
 
Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...
Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...
Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...Principled Technologies
 
Storage user cases
Storage user casesStorage user cases
Storage user casesAndrea Mauro
 
Storage Fundamentals Presentation
Storage Fundamentals PresentationStorage Fundamentals Presentation
Storage Fundamentals PresentationJuanDosSantos3
 
RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...
RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...
RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...Marc Adams
 
A brief introduction to data storage
A brief introduction to data storageA brief introduction to data storage
A brief introduction to data storagePreludedx
 
Storage Technology Overview
Storage Technology OverviewStorage Technology Overview
Storage Technology Overviewnomathjobs
 
Solid state solid state drives
Solid state solid state drivesSolid state solid state drives
Solid state solid state drivesPiyush Rochwani
 
CoreVault Enterprise Solution
CoreVault Enterprise SolutionCoreVault Enterprise Solution
CoreVault Enterprise Solutionguest85b56141
 
Backup to Disk Infographic
Backup to Disk InfographicBackup to Disk Infographic
Backup to Disk InfographicIT Brand Pulse
 
Application acceleration from the data storage perspective
Application acceleration from the data storage perspectiveApplication acceleration from the data storage perspective
Application acceleration from the data storage perspectiveInterop
 
Webinar: The Bifurcation of the Flash Market
Webinar: The Bifurcation of the Flash MarketWebinar: The Bifurcation of the Flash Market
Webinar: The Bifurcation of the Flash MarketStorage Switzerland
 
DDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for ExascaleDDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for ExascaleIntel IT Center
 
ssd vs hdd infographic
ssd vs hdd infographicssd vs hdd infographic
ssd vs hdd infographicAnnie Jones
 

Was ist angesagt? (20)

A Look at the Future of Storage
A Look at the Future of StorageA Look at the Future of Storage
A Look at the Future of Storage
 
SSD PPT BY SAURABH
SSD PPT BY SAURABHSSD PPT BY SAURABH
SSD PPT BY SAURABH
 
Insiders Guide- Managing Storage Performance
Insiders Guide- Managing Storage PerformanceInsiders Guide- Managing Storage Performance
Insiders Guide- Managing Storage Performance
 
Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...
Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...
Boost database performance in VMware vSAN environments with Toshiba PX05S SAS...
 
Generic SAN Acceleration White Paper DRAFT
Generic SAN Acceleration White Paper DRAFTGeneric SAN Acceleration White Paper DRAFT
Generic SAN Acceleration White Paper DRAFT
 
Storage user cases
Storage user casesStorage user cases
Storage user cases
 
Storage Fundamentals Presentation
Storage Fundamentals PresentationStorage Fundamentals Presentation
Storage Fundamentals Presentation
 
RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...
RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...
RBMA SOLUTIONS - Technical Specification for Dell MD3060e Dense Storage Enclo...
 
Solid state drive
Solid state driveSolid state drive
Solid state drive
 
Solid State Drive(ssd) (Pranav)
Solid State Drive(ssd) (Pranav)Solid State Drive(ssd) (Pranav)
Solid State Drive(ssd) (Pranav)
 
A brief introduction to data storage
A brief introduction to data storageA brief introduction to data storage
A brief introduction to data storage
 
Storage Technology Overview
Storage Technology OverviewStorage Technology Overview
Storage Technology Overview
 
Solid state solid state drives
Solid state solid state drivesSolid state solid state drives
Solid state solid state drives
 
CoreVault Enterprise Solution
CoreVault Enterprise SolutionCoreVault Enterprise Solution
CoreVault Enterprise Solution
 
Who is #WHIPTAIL
Who is #WHIPTAILWho is #WHIPTAIL
Who is #WHIPTAIL
 
Backup to Disk Infographic
Backup to Disk InfographicBackup to Disk Infographic
Backup to Disk Infographic
 
Application acceleration from the data storage perspective
Application acceleration from the data storage perspectiveApplication acceleration from the data storage perspective
Application acceleration from the data storage perspective
 
Webinar: The Bifurcation of the Flash Market
Webinar: The Bifurcation of the Flash MarketWebinar: The Bifurcation of the Flash Market
Webinar: The Bifurcation of the Flash Market
 
DDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for ExascaleDDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for Exascale
 
ssd vs hdd infographic
ssd vs hdd infographicssd vs hdd infographic
ssd vs hdd infographic
 

Ähnlich wie Rethinking Storage Infrastructures by Utilizing the Value of Flash

5 Tips for a More Efficient Data Center
5 Tips for a More Efficient Data Center5 Tips for a More Efficient Data Center
5 Tips for a More Efficient Data CenterWestern Digital
 
Is the world ready for Exascale Flash
Is the world ready for Exascale FlashIs the world ready for Exascale Flash
Is the world ready for Exascale FlashGARY LYNG
 
5 Things You Need to Know About Enterprise Fl
 5 Things You Need to Know About Enterprise Fl 5 Things You Need to Know About Enterprise Fl
5 Things You Need to Know About Enterprise FlWestern Digital
 
Fusion-io at Symantec Vision 2013
Fusion-io at Symantec Vision 2013Fusion-io at Symantec Vision 2013
Fusion-io at Symantec Vision 2013Sumeet Bansal
 
DDN: Protecting Your Data, Protecting Your Hardware
DDN: Protecting Your Data, Protecting Your HardwareDDN: Protecting Your Data, Protecting Your Hardware
DDN: Protecting Your Data, Protecting Your Hardwareinside-BigData.com
 
Flash Stories: How Customers Make Smarter Decisions Faster
Flash Stories: How Customers Make Smarter Decisions FasterFlash Stories: How Customers Make Smarter Decisions Faster
Flash Stories: How Customers Make Smarter Decisions FasterWestern Digital
 
Open Ware Ramsan Dram Ssd
Open Ware Ramsan  Dram SsdOpen Ware Ramsan  Dram Ssd
Open Ware Ramsan Dram SsdSidnir Vieira
 
Next Generation Software-Defined Storage
Next Generation Software-Defined StorageNext Generation Software-Defined Storage
Next Generation Software-Defined StorageStorMagic
 
Apresentacao Solid Access Corp Presentation Openware 5 20 10
Apresentacao Solid Access Corp Presentation Openware 5 20 10Apresentacao Solid Access Corp Presentation Openware 5 20 10
Apresentacao Solid Access Corp Presentation Openware 5 20 10Sidnir Vieira
 
Dell SSD og Flash teknologi i SAN
Dell SSD og Flash teknologi i SANDell SSD og Flash teknologi i SAN
Dell SSD og Flash teknologi i SANKenneth de Brucq
 
Rob Callaghan_OOW14 IO Performance for Database
Rob Callaghan_OOW14 IO Performance for DatabaseRob Callaghan_OOW14 IO Performance for Database
Rob Callaghan_OOW14 IO Performance for DatabaseRob Callaghan
 
Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage
Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage
Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage Storage Switzerland
 
Fms 2015 eyalbek_why your pc should have an ssd
Fms 2015 eyalbek_why your pc should have an ssdFms 2015 eyalbek_why your pc should have an ssd
Fms 2015 eyalbek_why your pc should have an ssdSanDisk
 
HP flash optimized storage - webcast
HP flash optimized storage - webcastHP flash optimized storage - webcast
HP flash optimized storage - webcastCalvin Zito
 
Vdi storage challenges_presented at vmug_toronto 2014 by scalar decisions
Vdi storage challenges_presented at vmug_toronto 2014 by scalar decisionsVdi storage challenges_presented at vmug_toronto 2014 by scalar decisions
Vdi storage challenges_presented at vmug_toronto 2014 by scalar decisionspatmisasi
 
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...DataStax
 
Webinar: Overcoming the Storage Challenges Cassandra and Couchbase Create
Webinar: Overcoming the Storage Challenges Cassandra and Couchbase CreateWebinar: Overcoming the Storage Challenges Cassandra and Couchbase Create
Webinar: Overcoming the Storage Challenges Cassandra and Couchbase CreateStorage Switzerland
 
Demystifying SSD, Mark Smith, S3
Demystifying SSD, Mark Smith, S3Demystifying SSD, Mark Smith, S3
Demystifying SSD, Mark Smith, S3subtitle
 

Ähnlich wie Rethinking Storage Infrastructures by Utilizing the Value of Flash (20)

5 Tips for a More Efficient Data Center
5 Tips for a More Efficient Data Center5 Tips for a More Efficient Data Center
5 Tips for a More Efficient Data Center
 
Is the world ready for Exascale Flash
Is the world ready for Exascale FlashIs the world ready for Exascale Flash
Is the world ready for Exascale Flash
 
5 Things You Need to Know About Enterprise Fl
 5 Things You Need to Know About Enterprise Fl 5 Things You Need to Know About Enterprise Fl
5 Things You Need to Know About Enterprise Fl
 
Fusion-io at Symantec Vision 2013
Fusion-io at Symantec Vision 2013Fusion-io at Symantec Vision 2013
Fusion-io at Symantec Vision 2013
 
DDN: Protecting Your Data, Protecting Your Hardware
DDN: Protecting Your Data, Protecting Your HardwareDDN: Protecting Your Data, Protecting Your Hardware
DDN: Protecting Your Data, Protecting Your Hardware
 
Flash Stories: How Customers Make Smarter Decisions Faster
Flash Stories: How Customers Make Smarter Decisions FasterFlash Stories: How Customers Make Smarter Decisions Faster
Flash Stories: How Customers Make Smarter Decisions Faster
 
Open Ware Ramsan Dram Ssd
Open Ware Ramsan  Dram SsdOpen Ware Ramsan  Dram Ssd
Open Ware Ramsan Dram Ssd
 
Next Generation Software-Defined Storage
Next Generation Software-Defined StorageNext Generation Software-Defined Storage
Next Generation Software-Defined Storage
 
Apresentacao Solid Access Corp Presentation Openware 5 20 10
Apresentacao Solid Access Corp Presentation Openware 5 20 10Apresentacao Solid Access Corp Presentation Openware 5 20 10
Apresentacao Solid Access Corp Presentation Openware 5 20 10
 
Dell SSD og Flash teknologi i SAN
Dell SSD og Flash teknologi i SANDell SSD og Flash teknologi i SAN
Dell SSD og Flash teknologi i SAN
 
Rob Callaghan_OOW14 IO Performance for Database
Rob Callaghan_OOW14 IO Performance for DatabaseRob Callaghan_OOW14 IO Performance for Database
Rob Callaghan_OOW14 IO Performance for Database
 
Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage
Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage
Flash Roadblock: Latency! - How Storage Interconnects are Slowing Flash Storage
 
Fms 2015 eyalbek_why your pc should have an ssd
Fms 2015 eyalbek_why your pc should have an ssdFms 2015 eyalbek_why your pc should have an ssd
Fms 2015 eyalbek_why your pc should have an ssd
 
FlashMemorySummit_2015_NVMFS
FlashMemorySummit_2015_NVMFSFlashMemorySummit_2015_NVMFS
FlashMemorySummit_2015_NVMFS
 
HP flash optimized storage - webcast
HP flash optimized storage - webcastHP flash optimized storage - webcast
HP flash optimized storage - webcast
 
Vdi storage challenges_presented at vmug_toronto 2014 by scalar decisions
Vdi storage challenges_presented at vmug_toronto 2014 by scalar decisionsVdi storage challenges_presented at vmug_toronto 2014 by scalar decisions
Vdi storage challenges_presented at vmug_toronto 2014 by scalar decisions
 
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
 
Webinar: Overcoming the Storage Challenges Cassandra and Couchbase Create
Webinar: Overcoming the Storage Challenges Cassandra and Couchbase CreateWebinar: Overcoming the Storage Challenges Cassandra and Couchbase Create
Webinar: Overcoming the Storage Challenges Cassandra and Couchbase Create
 
Demystifying SSD, Mark Smith, S3
Demystifying SSD, Mark Smith, S3Demystifying SSD, Mark Smith, S3
Demystifying SSD, Mark Smith, S3
 
S3
S3S3
S3
 

Kürzlich hochgeladen

08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdfChristopherTHyatt
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 

Kürzlich hochgeladen (20)

08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 

Rethinking Storage Infrastructures by Utilizing the Value of Flash

  • 1. Rethinking Storage Infrastructures by Utilizing the Value of Flash Adam Roberts - Engineering Fellow, SanDisk Corporation | A Western Digital Company August 10, 2016 1 Flash Memory Summit 2016 Santa Clara, CA
  • 2. 2 Forward Looking Statements During our meeting today, we may make forward-looking statements. Any statement that refers to expectations, projections, or other characterizations of future events or circumstances is a forward-looking statement, including those relating to industry trends, expectations that flash will continue to make gains in data centers, and expectations regarding all-flash data centers. Risks that may cause these forward-looking statements to be inaccurate include among others: industry trends may not evolve as expected, flash may not continue to make gains in data centers as expected, and expectations for the advance of flash over HDD in data centers may be inaccurate; or the other risks detailed from time-to-time in SanDisk Corporation’s and Western Digital Corporation’s Securities and Exchange Commission filings and reports, including, but not limited to, their respective quarterly reports on Form 10-Q for the most recently completed fiscal quarter. This presentation contains statements from third parties. We undertake no obligation to update these forward-looking statements, which speak only as of the date hereof or the date of issuance by a third party, as applicable Flash Memory Summit 2016 Santa Clara, CA
  • 3. 3  Better UBER – Allows simplification of RAID configs  Performance margin used for parity calculations  Hardware Consolidation – Result of: • UBER • Performance • High capacity point per SSD – Lower solution costs result  Optimizing Storage Tiers – Low cost moderate performing SSDs allow for replacing HDD/SSD Hybrid arrays with all flash solutions Flash Value and Affect Flash Memory Summit 2016 Santa Clara, CA
  • 4. 4 What is UBER? • UBER stands for Uncorrectable Bit Error Rate • UBER quantifies the chance that a bit of data cannot be retrieved from the media, due to an uncorrectable error that happened while the data was stored or during retrieval • An UBER of 10-15 means that 1 in every 1015 data reads, an uncorrectable error will occur • Enterprise SSDs, depending on the device chosen, are anywhere from 10x to 10,000x less likely to exhibiting an uncorrectable bit error versus enterprise HDDs.* Hint: It has nothing to do with cars! Flash Memory Summit 2016 Santa Clara, CA *https://www.sandisk.com/business/datacenter/products/flash-devices/ssds/sas-ssd/lightning-gen2
  • 5. 5 UBER SanDisk Enterprise SSDs UBER Rate SanDisk Enterprise SSD Reliability Benefit SanDisk/WD Enterprise SSD 10-18 Best in Class. How does it compare? Let’s take a look! Enterprise SSD 10-17 10x Better than competing Enterprise SSDs Enterprise HDD 10-16 100x Better than Enterprise HDD Client SSD 10-15 1000x Better than Client SSD Note: SanDisk has some specific products that meet even higher UBER at 10-19 and 10-20 in the Lightning Ultra Gen II and the Fusion IO PCIe cards respectively Flash Memory Summit 2016 Santa Clara, CA
  • 6. 6 Uncorrectable Bit Error Rate Approaches Zero 0 20 40 60 80 100 120 Average Bit Loss per 10x1^18 transactions Enterprise HDD Enterprise SSD SanDisk/WD Enterprise SSD As UBER approaches zero, expensive redundancy methods put in place to protect from it can be lessened • Reduces the need for RAID or redundancy • Employ frequent snapshots for some use cases • Remove the need for double buffered writes in databases, receiving over 2x performance boost • Allows RAID configuration simplifications • Erasure coding simplified to RAID 6 or RAID 5 • RAID 6 simplified to RAID 5 • Acts simply as a tie breaker for choosing the best drive! Flash Memory Summit 2016 Santa Clara, CA
  • 7. 7 • Performance Access Density = IOPS/GB • Higher Access Density can lead to higher HW consolidation • RAID protection levels affect Access Density • HDD performance limitations limit device capacity growth • SSD device capacity continues to grow since application performance access density needs can still be met Performance access density needs drive flash adoption Flash Memory Summit 2016 Santa Clara, CA
  • 8. = 1 drive Red = redundancy overhead Blue = usable capacity 8 Example: Improving Access Density and Reducing RAID overhead Data Protection overhead AKA “unusable purchased capacity” 50% protection overhead 20% protection overhead • (24) 1.2 TB HDDs • Usable capacity 14.4 TB • (5) 3.84 TB SSDs • Usable capacity 15.36 TB • More capacity and 10x better UBER (Uncorrectable Bit Error Rate) than the HDD solution (5 drives) RAID 5 (24 drives) RAID 10 Flash Memory Summit 2016 Santa Clara, CA
  • 9. 2-Tier HDD/SSD Solution vs 1-Tier SSD Solution SSD Performance margin and better UBER can allow Simplification of Tiers Flash Memory Summit 2016 Santa Clara, CA
  • 10. 10 With the advantages described can flash take over the datacenter? Probably not • Flash has and will continue to make huge progress and gains in the datacenter • HDDs can cover some warm and most cold data at a very efficient cost • At least for now… the two exist side by side Flash Memory Summit 2016 Santa Clara, CA
  • 11. 11 Flash Memory Summit 2016 Santa Clara, CA
  • 12. Flash Memory Summit 2016 Santa Clara, CA 12 Flash Pool 10k HDD Moderate SSD Pool 7.2k HDD Pool Data migration thru the lakes add to overall endurance needs, affecting flash cost Hot Data Warm Data Cold Data Data is pulled downward to a cooler tier based on age and/or access frequency Dead Data
  • 13. Flash Memory Summit 2016 Santa Clara, CA 13 Summary: All Flash datacenter is possible if data set is all hot or warm For everyone else low cost, low performance HDD solutions will exist alongside SSD solutions for quite some time SSDs will absolutely continue to increase footprint as a viable alternative to HDDs
  • 14. SanDisk Confidential 14 © 2016 Western Digital Corporation or its affiliates. All rights reserved. SanDisk and the SanDisk logo are trademarks of Western Digital Corporation or its affiliates, registered in the U.S. and other countries. Lightning Ultra, CloudSpeed Ultra and Fusion ioMemory are trademarks of Western Digital Corporation or its affiliates. Other brand names mentioned herein are for identification purposes only and may be the trademark(s) of their respective holder(s). Thanks!