SlideShare a Scribd company logo
#MNVMUG Debate
Flash Storage Decision Methodology
Keith Norbie
Director of Virtualization, Server, Storage - East
Keith.Norbie@tig.com
@keithnorbie
SATA HDD typical read IOPS = 80
Flash SSD typical read IOPS = 30,000
375x
For comparison
Typical walking speed = 3 mph
Speed of sound = 761 mph
Felix Baumgartner free-fall = 834 mph
“only” 278x
Flash is fast – but we already knew that
*Slide courtesy of Justin Lauer, Tintri
Interesting effect towards Moore’s Law…
What’s an architecture bound by? CPU, Network, Disk, Flash, Cache destaging, etc.
But…. Did you know the 2nd fastest Computer in the world has no Flash?
Beyond Hype: Get Informed
Get Informed
• Flash as a technology
• Differentiation
• Categories
• Efficiencies
Prepare Decision Criteria
• Financial
• Political
• Operational
• Technical
• Vendor Background
Flash Storage Elemental
Need to Know
•Wearing
•Inherently random access
•How is writes
•Garbage Collection
•Raid? Hot Spares?
Types of Flash
•MLC
•eMLC
•SLC
Use Cases
•Read Acceleration
•VDI
•Database
•Parts of HPC
VM Affinity
•Storage Blender
•Writes mis-alignment
•Read Cache
•VSAN
•Horizon Suite
•Guest based vs Kernel
based
Architectural
•DAS – PCIe, SSD
•Network Accelerators
•Shared – PCIe, SSD,
memory
•AFA
•Hybrid
Level Set on Flash
Things to know about Flash
• Cells wear out
• Different flavors
• It fails differently than disk
• Writes are expensive, reads are free
• Inherently random access
• FlashTranslation Layer (FTL)
• What is Garbage collection?
• Raid types? Hot Spares?
• Wear leveling is important
“Server-ization” of Storage
8
 Shareability
 High Capacity
 High Availability
 Centralized Storage Management
Capacity Tier
Performance Tier
 Data far away from Applications
 Inadequate Performance
 Poor utilization & Inefficiency
 High Costs
Performance Tier
DRAM PCIe
SERVER
APPLICATION DATA
Breakthrough PCIe Flash Architecture
Why Server Side is Faster
9
DRAM
HBA Switches
ENTERPRISE STORAGESTORAGE NETWORKSERVER
APPLICATION DATA
RAID
HDD/SDD
Legacy Storage Architecture
• Increased Performance
• Higher Resource Utilization
• Lower costs
• Less Complexity
• Improved Data Service
    
    


Data Delivery: MILLISECONDS
Data Delivery: MICROSECONDS
Anyone know of any FlashVendors?
Classifications and Form Factors
SDN
JBOD
Flash
Flash in the Storage ModelsModels defined - virtualgeek.typepad.com
Distributed, Shared NothingTightly Coupled, Scale Out
Loosely Coupled, Scale OutClustered
XtremIO
VMax
HDS USP & VSP
IBM DS
Isilon
VSAN
ScaleIO
Nutanix
Simplivity
Most Traditional
Pure
Tintri
NetApp FAS
VNX
“Object Storage”
ATMOS
Hadoop
OpenStack Swift
Coho – sort of
So… Kernel mode or Guest mode
So… Kernel mode or Guest modeSource: frankdenneman.nl & Nutanix Bible
Flash & Software Defined Storage?
Hybrid systems marry flash and disk to deliver the best of both
All Flash or Hybrid?
Net Results
All Flash
w/Reduce
10U
installed
(based on market-leading modular array using 300 GB 15k disks achieving a
sustained 200,000 IOPs)
280U
installed
Traditional
Storage
Example | Web 2.0 Infrastructure
18
Decision Criteria Shaping
Scalability
•Out
•Up
•Capacity
•Performanc
e
Efficiency
•Dedupe
•How
granular?
•Inline or
post?
•Thin
Provision?
Why?
Flash
Technology
• Wear leveling
past 5 years?
• Workload
Management
•How does it
handle
workloads?
• Snapshots,
Replication
• Brand of
NAND, type?
Affinity
•VMware
•App
optimization
•VDI
Fault
Tolerance
•What
happens
with a
hardware
failure
during a
write?
•Cell, drive,
node,
controller,
etc
•Caching/Tier
ing during
HA event?
Vendor
Strength
• Fiscal
• Leadership
• Momentum
• References,
Case Studies
• Use Cases
Security
•Do you
support
encryption?
Ease of
Manage-
ability
•Single pane
for PB’s?
•Software
Defined?
•Automation
Financial
•ROI/TCO?
•Justification
?
Questions?
Thanks!
Keith Norbie
Director of Virtualization, Server, Storage - East
Keith.Norbie@tig.com
@keithnorbie

More Related Content

What's hot

start_your_datacenter_sds_v3
start_your_datacenter_sds_v3start_your_datacenter_sds_v3
start_your_datacenter_sds_v3David Byte
 
VirtualStor Extreme - Software Defined Scale-Out All Flash Storage
VirtualStor Extreme - Software Defined Scale-Out All Flash StorageVirtualStor Extreme - Software Defined Scale-Out All Flash Storage
VirtualStor Extreme - Software Defined Scale-Out All Flash Storage
GIGABYTE Technology
 
Webinar: Hardware-Based Hyperconvergence vs. Hyperconvergence Software
Webinar: Hardware-Based Hyperconvergence vs. Hyperconvergence SoftwareWebinar: Hardware-Based Hyperconvergence vs. Hyperconvergence Software
Webinar: Hardware-Based Hyperconvergence vs. Hyperconvergence Software
Storage Switzerland
 
Microsoft Dryad
Microsoft DryadMicrosoft Dryad
Microsoft Dryad
Colin Clark
 
Private Cloud Storage via Open Source
Private Cloud Storage via Open SourcePrivate Cloud Storage via Open Source
Private Cloud Storage via Open Source
Isaac Christoffersen
 
IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...
IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...
IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...
In-Memory Computing Summit
 
Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...
Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...
Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...
Matt Stubbs
 
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
Storage Switzerland
 
BCLOUD: Smart Scale your Storage - festival ICT 2015
BCLOUD: Smart Scale your Storage - festival ICT 2015BCLOUD: Smart Scale your Storage - festival ICT 2015
BCLOUD: Smart Scale your Storage - festival ICT 2015
festival ICT 2016
 
Storage user cases
Storage user casesStorage user cases
Storage user cases
Andrea Mauro
 
GDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft Azure
GDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft AzureGDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft Azure
GDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft Azure
Andriy Deren'
 
Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...
Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...
Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...
Crossbarinc
 
JasperWorld 2012: Reinventing Data Management by Max Schireson
JasperWorld 2012: Reinventing Data Management by Max SchiresonJasperWorld 2012: Reinventing Data Management by Max Schireson
JasperWorld 2012: Reinventing Data Management by Max SchiresonMongoDB
 
DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)
DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)
DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)Peter Vervaene
 
Webinar: The All-Flash Data Center, Myth or Reality?
Webinar: The All-Flash Data Center, Myth or Reality?Webinar: The All-Flash Data Center, Myth or Reality?
Webinar: The All-Flash Data Center, Myth or Reality?
Storage Switzerland
 
Cloud storage services
Cloud storage servicesCloud storage services
Cloud storage services
SATYAVEER PAL
 
Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?
Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?
Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?
Dennis Martin
 
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
Storage Switzerland
 
Webinar: Performance vs. Cost - Solving The HPC Storage Tug-of-War
Webinar: Performance vs. Cost - Solving The HPC Storage Tug-of-WarWebinar: Performance vs. Cost - Solving The HPC Storage Tug-of-War
Webinar: Performance vs. Cost - Solving The HPC Storage Tug-of-War
Storage Switzerland
 
BusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanix
BusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanixBusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanix
BusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanix
BusinesstoVirtual
 

What's hot (20)

start_your_datacenter_sds_v3
start_your_datacenter_sds_v3start_your_datacenter_sds_v3
start_your_datacenter_sds_v3
 
VirtualStor Extreme - Software Defined Scale-Out All Flash Storage
VirtualStor Extreme - Software Defined Scale-Out All Flash StorageVirtualStor Extreme - Software Defined Scale-Out All Flash Storage
VirtualStor Extreme - Software Defined Scale-Out All Flash Storage
 
Webinar: Hardware-Based Hyperconvergence vs. Hyperconvergence Software
Webinar: Hardware-Based Hyperconvergence vs. Hyperconvergence SoftwareWebinar: Hardware-Based Hyperconvergence vs. Hyperconvergence Software
Webinar: Hardware-Based Hyperconvergence vs. Hyperconvergence Software
 
Microsoft Dryad
Microsoft DryadMicrosoft Dryad
Microsoft Dryad
 
Private Cloud Storage via Open Source
Private Cloud Storage via Open SourcePrivate Cloud Storage via Open Source
Private Cloud Storage via Open Source
 
IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...
IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...
IMC Summit 2016 Keynote - Arthur Sainio - NVDIMM: Changes are Here So What’s ...
 
Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...
Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...
Big Data LDN 2016: Kick Start your Big Data project with Hyperconverged Infra...
 
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
 
BCLOUD: Smart Scale your Storage - festival ICT 2015
BCLOUD: Smart Scale your Storage - festival ICT 2015BCLOUD: Smart Scale your Storage - festival ICT 2015
BCLOUD: Smart Scale your Storage - festival ICT 2015
 
Storage user cases
Storage user casesStorage user cases
Storage user cases
 
GDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft Azure
GDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft AzureGDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft Azure
GDG Ternopil TechTalks Web #1 2015 - Data storages in Microsoft Azure
 
Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...
Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...
Life Beyond Flash - ReRAM for embedded and memory-centric architectures in Io...
 
JasperWorld 2012: Reinventing Data Management by Max Schireson
JasperWorld 2012: Reinventing Data Management by Max SchiresonJasperWorld 2012: Reinventing Data Management by Max Schireson
JasperWorld 2012: Reinventing Data Management by Max Schireson
 
DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)
DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)
DataKeeper_SAN-SANLess_Clusters_Windows_Product_Brief(RaxcoBE)
 
Webinar: The All-Flash Data Center, Myth or Reality?
Webinar: The All-Flash Data Center, Myth or Reality?Webinar: The All-Flash Data Center, Myth or Reality?
Webinar: The All-Flash Data Center, Myth or Reality?
 
Cloud storage services
Cloud storage servicesCloud storage services
Cloud storage services
 
Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?
Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?
Analyst Perspective: SSD Caching or SSD Tiering - Which is Better?
 
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
 
Webinar: Performance vs. Cost - Solving The HPC Storage Tug-of-War
Webinar: Performance vs. Cost - Solving The HPC Storage Tug-of-WarWebinar: Performance vs. Cost - Solving The HPC Storage Tug-of-War
Webinar: Performance vs. Cost - Solving The HPC Storage Tug-of-War
 
BusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanix
BusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanixBusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanix
BusinesstoVirtual Nutanix Solution Provider http://tinyurl.com/b2vnutanix
 

Similar to Keith Norbie Flash Storage decision methodology - mnvmug

DDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for ExascaleDDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for Exascale
Intel IT Center
 
Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...
Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...
Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...
Avere Systems
 
Building a High Performance Analytics Platform
Building a High Performance Analytics PlatformBuilding a High Performance Analytics Platform
Building a High Performance Analytics Platform
Santanu Dey
 
Watson christofer j_180208
Watson christofer j_180208Watson christofer j_180208
Watson christofer j_180208
IBM Sverige
 
Seagate Implementation of Dense Storage Utilizing HDDs and SSDs
Seagate Implementation of Dense Storage Utilizing HDDs and SSDsSeagate Implementation of Dense Storage Utilizing HDDs and SSDs
Seagate Implementation of Dense Storage Utilizing HDDs and SSDs
Red_Hat_Storage
 
The Pendulum Swings Back: Converged and Hyperconverged Environments
The Pendulum Swings Back: Converged and Hyperconverged EnvironmentsThe Pendulum Swings Back: Converged and Hyperconverged Environments
The Pendulum Swings Back: Converged and Hyperconverged Environments
Tony Pearson
 
Elastic storage in the cloud session 5224 final v2
Elastic storage in the cloud session 5224 final v2Elastic storage in the cloud session 5224 final v2
Elastic storage in the cloud session 5224 final v2
BradDesAulniers2
 
Webinar: Sizing Up Object Storage for the Enterprise
Webinar: Sizing Up Object Storage for the EnterpriseWebinar: Sizing Up Object Storage for the Enterprise
Webinar: Sizing Up Object Storage for the Enterprise
Storage Switzerland
 
Four Assumptions Killing Backup Storage Webinar
Four Assumptions Killing Backup Storage WebinarFour Assumptions Killing Backup Storage Webinar
Four Assumptions Killing Backup Storage Webinar
Storage Switzerland
 
EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...
EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...
EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...
Splunk
 
Implementation of Dense Storage Utilizing HDDs with SSDs and PCIe Flash Acc...
Implementation of Dense Storage Utilizing  HDDs with SSDs and PCIe Flash  Acc...Implementation of Dense Storage Utilizing  HDDs with SSDs and PCIe Flash  Acc...
Implementation of Dense Storage Utilizing HDDs with SSDs and PCIe Flash Acc...
Red_Hat_Storage
 
How AI and ML are driving Memory Architecture changes
How AI and ML are driving Memory Architecture changesHow AI and ML are driving Memory Architecture changes
How AI and ML are driving Memory Architecture changes
Danny Sabour
 
Nimble Storage Series A presentation 2007
Nimble Storage Series A presentation 2007Nimble Storage Series A presentation 2007
Nimble Storage Series A presentation 2007
Wing Venture Capital
 
S100298 pendulum-swings-orlando-v1804a
S100298 pendulum-swings-orlando-v1804aS100298 pendulum-swings-orlando-v1804a
S100298 pendulum-swings-orlando-v1804a
Tony Pearson
 
Webinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off Target
Webinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off TargetWebinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off Target
Webinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off Target
Storage Switzerland
 
Nimble storage investor_deck_public
Nimble storage investor_deck_publicNimble storage investor_deck_public
Nimble storage investor_deck_publicSequoia Capital
 
It's the End of Data Storage As We Know It (And I Feel Fine)
It's the End of Data Storage As We Know It (And I Feel Fine)It's the End of Data Storage As We Know It (And I Feel Fine)
It's the End of Data Storage As We Know It (And I Feel Fine)
Stephen Foskett
 
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
DATAVERSITY
 
Spectrum Scale final
Spectrum Scale finalSpectrum Scale final
Spectrum Scale finalJoe Krotz
 

Similar to Keith Norbie Flash Storage decision methodology - mnvmug (20)

DDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for ExascaleDDN and Intel: Partnered for Exascale
DDN and Intel: Partnered for Exascale
 
Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...
Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...
Share on LinkedIn Share on Twitter Share on Facebook Share on Google+ Share b...
 
Building a High Performance Analytics Platform
Building a High Performance Analytics PlatformBuilding a High Performance Analytics Platform
Building a High Performance Analytics Platform
 
Watson christofer j_180208
Watson christofer j_180208Watson christofer j_180208
Watson christofer j_180208
 
Seagate Implementation of Dense Storage Utilizing HDDs and SSDs
Seagate Implementation of Dense Storage Utilizing HDDs and SSDsSeagate Implementation of Dense Storage Utilizing HDDs and SSDs
Seagate Implementation of Dense Storage Utilizing HDDs and SSDs
 
The Pendulum Swings Back: Converged and Hyperconverged Environments
The Pendulum Swings Back: Converged and Hyperconverged EnvironmentsThe Pendulum Swings Back: Converged and Hyperconverged Environments
The Pendulum Swings Back: Converged and Hyperconverged Environments
 
Elastic storage in the cloud session 5224 final v2
Elastic storage in the cloud session 5224 final v2Elastic storage in the cloud session 5224 final v2
Elastic storage in the cloud session 5224 final v2
 
Webinar: Sizing Up Object Storage for the Enterprise
Webinar: Sizing Up Object Storage for the EnterpriseWebinar: Sizing Up Object Storage for the Enterprise
Webinar: Sizing Up Object Storage for the Enterprise
 
Four Assumptions Killing Backup Storage Webinar
Four Assumptions Killing Backup Storage WebinarFour Assumptions Killing Backup Storage Webinar
Four Assumptions Killing Backup Storage Webinar
 
EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...
EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...
EMC Sponsored Session- Building Massive + Efficient Indexer Storage Environme...
 
Implementation of Dense Storage Utilizing HDDs with SSDs and PCIe Flash Acc...
Implementation of Dense Storage Utilizing  HDDs with SSDs and PCIe Flash  Acc...Implementation of Dense Storage Utilizing  HDDs with SSDs and PCIe Flash  Acc...
Implementation of Dense Storage Utilizing HDDs with SSDs and PCIe Flash Acc...
 
How AI and ML are driving Memory Architecture changes
How AI and ML are driving Memory Architecture changesHow AI and ML are driving Memory Architecture changes
How AI and ML are driving Memory Architecture changes
 
Nimble Storage Series A presentation 2007
Nimble Storage Series A presentation 2007Nimble Storage Series A presentation 2007
Nimble Storage Series A presentation 2007
 
S100298 pendulum-swings-orlando-v1804a
S100298 pendulum-swings-orlando-v1804aS100298 pendulum-swings-orlando-v1804a
S100298 pendulum-swings-orlando-v1804a
 
Webinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off Target
Webinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off TargetWebinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off Target
Webinar: All-Flash For Databases: 5 Reasons Why Current Systems Are Off Target
 
Nimble storage investor_deck_public
Nimble storage investor_deck_publicNimble storage investor_deck_public
Nimble storage investor_deck_public
 
It's the End of Data Storage As We Know It (And I Feel Fine)
It's the End of Data Storage As We Know It (And I Feel Fine)It's the End of Data Storage As We Know It (And I Feel Fine)
It's the End of Data Storage As We Know It (And I Feel Fine)
 
FS900 Data Sheet.PDF
FS900 Data Sheet.PDFFS900 Data Sheet.PDF
FS900 Data Sheet.PDF
 
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
 
Spectrum Scale final
Spectrum Scale finalSpectrum Scale final
Spectrum Scale final
 

Recently uploaded

When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
Product School
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...
sonjaschweigert1
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance
 
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptxSecstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
nkrafacyberclub
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
DianaGray10
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.
ViralQR
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
Quantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIsQuantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIs
Vlad Stirbu
 
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Nexer Digital
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
Cheryl Hung
 
Assure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyesAssure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 

Recently uploaded (20)

When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
 
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptxSecstrike : Reverse Engineering & Pwnable tools for CTF.pptx
Secstrike : Reverse Engineering & Pwnable tools for CTF.pptx
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.Welocme to ViralQR, your best QR code generator.
Welocme to ViralQR, your best QR code generator.
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
Quantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIsQuantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIs
 
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
 
Assure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyesAssure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyes
 

Keith Norbie Flash Storage decision methodology - mnvmug

  • 1. #MNVMUG Debate Flash Storage Decision Methodology Keith Norbie Director of Virtualization, Server, Storage - East Keith.Norbie@tig.com @keithnorbie
  • 2. SATA HDD typical read IOPS = 80 Flash SSD typical read IOPS = 30,000 375x For comparison Typical walking speed = 3 mph Speed of sound = 761 mph Felix Baumgartner free-fall = 834 mph “only” 278x Flash is fast – but we already knew that *Slide courtesy of Justin Lauer, Tintri
  • 3. Interesting effect towards Moore’s Law… What’s an architecture bound by? CPU, Network, Disk, Flash, Cache destaging, etc.
  • 4. But…. Did you know the 2nd fastest Computer in the world has no Flash?
  • 5. Beyond Hype: Get Informed Get Informed • Flash as a technology • Differentiation • Categories • Efficiencies Prepare Decision Criteria • Financial • Political • Operational • Technical • Vendor Background
  • 6. Flash Storage Elemental Need to Know •Wearing •Inherently random access •How is writes •Garbage Collection •Raid? Hot Spares? Types of Flash •MLC •eMLC •SLC Use Cases •Read Acceleration •VDI •Database •Parts of HPC VM Affinity •Storage Blender •Writes mis-alignment •Read Cache •VSAN •Horizon Suite •Guest based vs Kernel based Architectural •DAS – PCIe, SSD •Network Accelerators •Shared – PCIe, SSD, memory •AFA •Hybrid
  • 7. Level Set on Flash Things to know about Flash • Cells wear out • Different flavors • It fails differently than disk • Writes are expensive, reads are free • Inherently random access • FlashTranslation Layer (FTL) • What is Garbage collection? • Raid types? Hot Spares? • Wear leveling is important
  • 8. “Server-ization” of Storage 8  Shareability  High Capacity  High Availability  Centralized Storage Management Capacity Tier Performance Tier  Data far away from Applications  Inadequate Performance  Poor utilization & Inefficiency  High Costs Performance Tier
  • 9. DRAM PCIe SERVER APPLICATION DATA Breakthrough PCIe Flash Architecture Why Server Side is Faster 9 DRAM HBA Switches ENTERPRISE STORAGESTORAGE NETWORKSERVER APPLICATION DATA RAID HDD/SDD Legacy Storage Architecture • Increased Performance • Higher Resource Utilization • Lower costs • Less Complexity • Improved Data Service             Data Delivery: MILLISECONDS Data Delivery: MICROSECONDS
  • 10. Anyone know of any FlashVendors?
  • 11. Classifications and Form Factors SDN JBOD Flash
  • 12. Flash in the Storage ModelsModels defined - virtualgeek.typepad.com Distributed, Shared NothingTightly Coupled, Scale Out Loosely Coupled, Scale OutClustered XtremIO VMax HDS USP & VSP IBM DS Isilon VSAN ScaleIO Nutanix Simplivity Most Traditional Pure Tintri NetApp FAS VNX “Object Storage” ATMOS Hadoop OpenStack Swift Coho – sort of
  • 13. So… Kernel mode or Guest mode
  • 14. So… Kernel mode or Guest modeSource: frankdenneman.nl & Nutanix Bible
  • 15. Flash & Software Defined Storage?
  • 16. Hybrid systems marry flash and disk to deliver the best of both All Flash or Hybrid?
  • 17. Net Results All Flash w/Reduce 10U installed (based on market-leading modular array using 300 GB 15k disks achieving a sustained 200,000 IOPs) 280U installed Traditional Storage
  • 18. Example | Web 2.0 Infrastructure 18
  • 19. Decision Criteria Shaping Scalability •Out •Up •Capacity •Performanc e Efficiency •Dedupe •How granular? •Inline or post? •Thin Provision? Why? Flash Technology • Wear leveling past 5 years? • Workload Management •How does it handle workloads? • Snapshots, Replication • Brand of NAND, type? Affinity •VMware •App optimization •VDI Fault Tolerance •What happens with a hardware failure during a write? •Cell, drive, node, controller, etc •Caching/Tier ing during HA event? Vendor Strength • Fiscal • Leadership • Momentum • References, Case Studies • Use Cases Security •Do you support encryption? Ease of Manage- ability •Single pane for PB’s? •Software Defined? •Automation Financial •ROI/TCO? •Justification ?
  • 20. Questions? Thanks! Keith Norbie Director of Virtualization, Server, Storage - East Keith.Norbie@tig.com @keithnorbie