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#ibmedge© 2016 IBM Corporation
SBD-1266
Introduction to IBM Spectrum Scale and
Its Use in Life Science
Sven Oehme, IBM Research
Konstantin Arnold, University of Basel
#ibmedge
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Spectrum Scale Architecture Highlights: Scalability
3
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Spectrum Scale Architecture Highlights: HA/Reliability
4
#ibmedge
Spectrum Scale Software Local Read Only Cache (LROC)
5
• Many NAS workloads benefit from large read cache
• SPECsfs
• OpenStack, VMWare and other virtualization
• Database
• Augment the Spectrum Scale Node DRAM cache with SSD/NVMe
• Used to cache:
– Data
– Inodes
– Indirect blocks
• Cache consistency insured by standard Spectrum Scale tokens
• Assumes SSD device is unreliable, data is protected by checksum and verified on read
• Provide low-latency access to file system metadata and data
• Implement with consumer flash for maximum Cache/$
• Enabled by FLEA’s LSA (Data is written Sequential to Device, to eliminate wear leveling)
• Reach small File performance leadership compared to other NAS Devices
#ibmedge
LROC Example Speed Up
6
• Two consumer grade 200 GB SSDs cache a forty-eight 300 GB 10K SAS disk Spectrum Scale storage system
• Initially, with all data coming from the disk storage system, the client reads data from the SAS disks at ~ 3,000 IOPS
• As more data is cached in Flash, client performance increases to 33,000 IOPS while reducing the load on the disk subsystem by
more than 95%
#ibmedge
Spectrum Scale Raid features
7
#ibmedge
ESS (Spectrum Scale Raid Building Blocks)
• Elastic Storage Server (ESS) is a prepacked solution using on the Spectrum Scale Raid technology and
Commodity HW components
• SSD/10k SAS Models
• GS1, GS2, GS4,GS6
• 2 x High Volume Servers
• 1/2/4/6 x JBOD disk enclosures
• NL-SAS Models
• GL2, GL4,GL6
• 2 x High Volume Servers
• 2/4/6 x JBOD disk enclosures
8
#ibmedge
ESS : various models
9
#ibmedge
University of Basel, Switzerland
10
1460: First and only University in Switzerland
until 19th century
7 faculties: Humanities, Science, Medicine,
Law, Business and Economics,
Psychology, Theology
7600 undergraduate students
3700 postgraduate and doctoral students
1300 academic staff
358 Professors
#ibmedge
Scientific Computing @ University of Basel
• HPC Clusters – specialized for large IO (bioinformatics) and high-speed
interconnects (molecular simulations)
• Central systems administration
• Up-to-date scientific databases
• Up-to-date software stack
• Back-up service
• User training
• User support
• Developer support
(code version, issue tracking,
wiki, etc.)
• Dedicated 24/7 production server environment for
web services (SWISS-MODEL, Ismara, Mirz, etc.)
11
3.5 PB
storage
10'000
CPU
cores
HPC
compute
clusters
scientific
software
training
&
support
#ibmedge
Supporting research in Northwest Switzerland
12
• Hosting reference bioinformatics services
• 500 registered users
• 110 research groups
• Acknowledged in 70 life-science publications in 2016
From stellar astrophysics…
… to brain genomics…
… to structural biology … … to hosting reference services…
SWISS-MODEL
Major funding
#ibmedge
Scientific Storage and Computing Infrastructure
Once upon time …
13
HPC Cluster
NFS Server
#ibmedge
Scientific Storage and Computing Infrastructure
Cluster and storage grew bigger ...
14
HPC Cluster
NSD Server NSD ServerNSD Server
#ibmedge
Scientific Storage and Computing Infrastructure
15
SONAS
NSD Server
Spectrum Scale Data Hub Layer
NSD Server NSD Server
TSM-HSMLTFS-EE
HPC Cluster
Biomedical
Research
Life Sciences
Department
Physics
Department
Chemistry
Department
Psychology
Department
Microscopy
Facility
Economy
Department
…
Genome
Sequencing
Facility
#ibmedge
Cluster Export Services
High available file and object export services
- export/share configuration straight forward
- authentication against AD or LDAP
Important for planning:
- NFS and Apple OS X
- SMB1 not supported
- mixed workload and performance
- changes in authentication
16
NSD ServerNSD Server NSD Server
Protocol Nodes
Spectrum Scale Data Hub Layer
Active Directory
Authentication
CIFS NFS
#ibmedge
AFM for Data migration, Example: SONAS migration
Operational advantages:
- preparing and prefetching before switching clients
- migrate data while clients working on new share
- minimal downtime: 1min (AFM) for share 30TB, 30M inodes
vs. several months (using transfer host with robocopy)
Technical advantages:
- data transfer: observed up to 1TB/h
per gateway host
- ACL: transferred together with data
- Direct storage → storage migration,
no transfer host or copy software
needed (e.g. robocopy, rsync)
17
NSD ServerNSD Server NSD Server
SONAS
Gateway Nodes
Home Cluster
Spectrum Scale Data Hub Layer
#ibmedge
Example: Scientific web server
Protein sequences vs. protein structures
18
#ibmedge
Example: Scientific web server
Protein annotation: humans vs. machines
19
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Example: Scientific web server
Disaster recovery: AFM between two sites
- less work to develop data replication to DR site
Scientific pipeline speedup x8: big pagepool + LROC
- processing steps depend on bigger datasets, unchanged for 1 week
- update of datasets very simple,
no data distribution required
20
NSD Server
HPC Cluster
NSD Server NSD Server
200km
pagepool=128GB
LROC: 1TB SSD
AFM independent writer
(replication not speed critical)
Internet
#ibmedge
Information Lifecycle Management - HSM
Use of tape to lower cost of storage
Spectrum Archive EE (LTFS-EE):
- easy to manage, direct control of tape
- use of policies for fine grained placement
- well suited for data export
- not a full fledged backup system
Spectrum Protect for
Space Management
- integration with backup system
- requires TSM infrastructure
2121
Disk Pool
TS3500 TS3500
NSD Server
Spectrum Protect for Space ManagementSpectrum Archive EE
TSM Server
…
NSD Server
Spectrum Scale Data Hub Layer
ClientsClients
#ibmedge
Secure environment for biomedical research
Encryption
- encryption of data at rest and on network
- defined via policies
- possibility of fine grained access groups
- encryption keys managed by key
management software (IBM SKLM)
- integration with general research infrastructure
- suited for Biomedical data and processing
22
SKLM
Secure research environment
Login
HPC Cluster
NSD Server
General research environment
NSD Server
Clients
#ibmedge
Summary
23
SONAS
NSD Server
Spectrum Scale Data Hub Layer
NSD Server NSD Server
TSM-HSMLTFS-EE
HPC Cluster
Biomedical
Research
Life Sciences
Department
Physics
Department
Chemistry
Department
Psychology
Department
Microscopy
Facility
Economy
Department
…
Genome
Sequencing
Facility
SKLM
Secure research environment
Login
HPC Cluster
NSD Server
Remote Site
AFM
CES: CIFS,NFSEncryption
ILM, HSM
LROC
Remote Cluster
#ibmedge
Spectrum Scale User Group
• The Spectrum Scale User Group is free
to join and open to all using, interested
in using or integrating Spectrum Scale.
• Join the User Group activities to meet
your peers and get access to experts
from partners and IBM.
• Next meetings:
- APAC: October 14, Melbourne
- Global at SC16 : November 13 1pm to 5pm, Salt Lake City
• Web page: http://www.spectrumscale.org/
• Presentations: http://www.spectrumscale.org/presentations/
• Mailing list: http://www.spectrumscale.org/join/
• Contact: http://www.spectrumscale.org/committee/
• Meet Bob Oesterlin (US Co-Principal) at Edge2016: Robert.Oesterlin@nuance.com
#ibmedge
Session : Futures of IBM Spectrum Scale
NDA & Customers ONLY
• Who: IBM Spectrum Scale Offering Management
• Carl Zetie, Ron Riffe
• When: Tuesday, September 20, 2016
• 1pm to 2pm
• Where: MGM Grand, Signature Tower 3
• Meeting Room D
• Contact (if any questions)
• douglasof@us.ibm.com, cmukhya@us.ibm.com
25
#ibmedge
Session : How to apply Flash benefits to big data
analytics and unstructured data
NDA & Customers ONLY
• Who: IBM Elastic Storage Server Offering Management
• Alex Chen
• When: Thursday, September 22, 2016
• 1:15pm to 2:15pm
• Where: Grand Garden Arena, Lower Level, MGM, Studio 10
• Contact(if any questions)
• • cmukhya@us.ibm.com, douglasof@us.ibm.co
26
#ibmedge
Spectrum Scale Trial VM
• Download the IBM Spectrum Scale Trial VM from :
• http://www-03.ibm.com/systems/storage/spectrum/scale/trial.html
27
#ibmedge
Spectrum Scale Edge – Technical Sessions
• Just Search for “ Spectrum Scale” in the IBM Events mobile app. There
are 15+ sessions on various topics including Lab sessions.
Lab Sessions:
• Spectrum Scale Problem Determination Lab
Date: Sept 20th 2:15 PM – 3:15 PM
Location : MGM Grand , Room 317 Lab Center F
• Spectrum Scale Trail VM Lab
Date: Sept 20th 3:45PM – 4:45PM
Location: MGM Grand , Room 317 Lab Center F
• Booth on ESS , Spectrum Scale + TCT and DeepFlash
28
© 2016 IBM Corporation
#ibmedge
Thank You

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Introduction to IBM Spectrum Scale and Its Use in Life Science

  • 1. #ibmedge© 2016 IBM Corporation SBD-1266 Introduction to IBM Spectrum Scale and Its Use in Life Science Sven Oehme, IBM Research Konstantin Arnold, University of Basel
  • 4. #ibmedge Spectrum Scale Architecture Highlights: Scalability 3
  • 5. #ibmedge Spectrum Scale Architecture Highlights: HA/Reliability 4
  • 6. #ibmedge Spectrum Scale Software Local Read Only Cache (LROC) 5 • Many NAS workloads benefit from large read cache • SPECsfs • OpenStack, VMWare and other virtualization • Database • Augment the Spectrum Scale Node DRAM cache with SSD/NVMe • Used to cache: – Data – Inodes – Indirect blocks • Cache consistency insured by standard Spectrum Scale tokens • Assumes SSD device is unreliable, data is protected by checksum and verified on read • Provide low-latency access to file system metadata and data • Implement with consumer flash for maximum Cache/$ • Enabled by FLEA’s LSA (Data is written Sequential to Device, to eliminate wear leveling) • Reach small File performance leadership compared to other NAS Devices
  • 7. #ibmedge LROC Example Speed Up 6 • Two consumer grade 200 GB SSDs cache a forty-eight 300 GB 10K SAS disk Spectrum Scale storage system • Initially, with all data coming from the disk storage system, the client reads data from the SAS disks at ~ 3,000 IOPS • As more data is cached in Flash, client performance increases to 33,000 IOPS while reducing the load on the disk subsystem by more than 95%
  • 9. #ibmedge ESS (Spectrum Scale Raid Building Blocks) • Elastic Storage Server (ESS) is a prepacked solution using on the Spectrum Scale Raid technology and Commodity HW components • SSD/10k SAS Models • GS1, GS2, GS4,GS6 • 2 x High Volume Servers • 1/2/4/6 x JBOD disk enclosures • NL-SAS Models • GL2, GL4,GL6 • 2 x High Volume Servers • 2/4/6 x JBOD disk enclosures 8
  • 11. #ibmedge University of Basel, Switzerland 10 1460: First and only University in Switzerland until 19th century 7 faculties: Humanities, Science, Medicine, Law, Business and Economics, Psychology, Theology 7600 undergraduate students 3700 postgraduate and doctoral students 1300 academic staff 358 Professors
  • 12. #ibmedge Scientific Computing @ University of Basel • HPC Clusters – specialized for large IO (bioinformatics) and high-speed interconnects (molecular simulations) • Central systems administration • Up-to-date scientific databases • Up-to-date software stack • Back-up service • User training • User support • Developer support (code version, issue tracking, wiki, etc.) • Dedicated 24/7 production server environment for web services (SWISS-MODEL, Ismara, Mirz, etc.) 11 3.5 PB storage 10'000 CPU cores HPC compute clusters scientific software training & support
  • 13. #ibmedge Supporting research in Northwest Switzerland 12 • Hosting reference bioinformatics services • 500 registered users • 110 research groups • Acknowledged in 70 life-science publications in 2016 From stellar astrophysics… … to brain genomics… … to structural biology … … to hosting reference services… SWISS-MODEL Major funding
  • 14. #ibmedge Scientific Storage and Computing Infrastructure Once upon time … 13 HPC Cluster NFS Server
  • 15. #ibmedge Scientific Storage and Computing Infrastructure Cluster and storage grew bigger ... 14 HPC Cluster NSD Server NSD ServerNSD Server
  • 16. #ibmedge Scientific Storage and Computing Infrastructure 15 SONAS NSD Server Spectrum Scale Data Hub Layer NSD Server NSD Server TSM-HSMLTFS-EE HPC Cluster Biomedical Research Life Sciences Department Physics Department Chemistry Department Psychology Department Microscopy Facility Economy Department … Genome Sequencing Facility
  • 17. #ibmedge Cluster Export Services High available file and object export services - export/share configuration straight forward - authentication against AD or LDAP Important for planning: - NFS and Apple OS X - SMB1 not supported - mixed workload and performance - changes in authentication 16 NSD ServerNSD Server NSD Server Protocol Nodes Spectrum Scale Data Hub Layer Active Directory Authentication CIFS NFS
  • 18. #ibmedge AFM for Data migration, Example: SONAS migration Operational advantages: - preparing and prefetching before switching clients - migrate data while clients working on new share - minimal downtime: 1min (AFM) for share 30TB, 30M inodes vs. several months (using transfer host with robocopy) Technical advantages: - data transfer: observed up to 1TB/h per gateway host - ACL: transferred together with data - Direct storage → storage migration, no transfer host or copy software needed (e.g. robocopy, rsync) 17 NSD ServerNSD Server NSD Server SONAS Gateway Nodes Home Cluster Spectrum Scale Data Hub Layer
  • 19. #ibmedge Example: Scientific web server Protein sequences vs. protein structures 18
  • 20. #ibmedge Example: Scientific web server Protein annotation: humans vs. machines 19
  • 21. #ibmedge Example: Scientific web server Disaster recovery: AFM between two sites - less work to develop data replication to DR site Scientific pipeline speedup x8: big pagepool + LROC - processing steps depend on bigger datasets, unchanged for 1 week - update of datasets very simple, no data distribution required 20 NSD Server HPC Cluster NSD Server NSD Server 200km pagepool=128GB LROC: 1TB SSD AFM independent writer (replication not speed critical) Internet
  • 22. #ibmedge Information Lifecycle Management - HSM Use of tape to lower cost of storage Spectrum Archive EE (LTFS-EE): - easy to manage, direct control of tape - use of policies for fine grained placement - well suited for data export - not a full fledged backup system Spectrum Protect for Space Management - integration with backup system - requires TSM infrastructure 2121 Disk Pool TS3500 TS3500 NSD Server Spectrum Protect for Space ManagementSpectrum Archive EE TSM Server … NSD Server Spectrum Scale Data Hub Layer ClientsClients
  • 23. #ibmedge Secure environment for biomedical research Encryption - encryption of data at rest and on network - defined via policies - possibility of fine grained access groups - encryption keys managed by key management software (IBM SKLM) - integration with general research infrastructure - suited for Biomedical data and processing 22 SKLM Secure research environment Login HPC Cluster NSD Server General research environment NSD Server Clients
  • 24. #ibmedge Summary 23 SONAS NSD Server Spectrum Scale Data Hub Layer NSD Server NSD Server TSM-HSMLTFS-EE HPC Cluster Biomedical Research Life Sciences Department Physics Department Chemistry Department Psychology Department Microscopy Facility Economy Department … Genome Sequencing Facility SKLM Secure research environment Login HPC Cluster NSD Server Remote Site AFM CES: CIFS,NFSEncryption ILM, HSM LROC Remote Cluster
  • 25. #ibmedge Spectrum Scale User Group • The Spectrum Scale User Group is free to join and open to all using, interested in using or integrating Spectrum Scale. • Join the User Group activities to meet your peers and get access to experts from partners and IBM. • Next meetings: - APAC: October 14, Melbourne - Global at SC16 : November 13 1pm to 5pm, Salt Lake City • Web page: http://www.spectrumscale.org/ • Presentations: http://www.spectrumscale.org/presentations/ • Mailing list: http://www.spectrumscale.org/join/ • Contact: http://www.spectrumscale.org/committee/ • Meet Bob Oesterlin (US Co-Principal) at Edge2016: Robert.Oesterlin@nuance.com
  • 26. #ibmedge Session : Futures of IBM Spectrum Scale NDA & Customers ONLY • Who: IBM Spectrum Scale Offering Management • Carl Zetie, Ron Riffe • When: Tuesday, September 20, 2016 • 1pm to 2pm • Where: MGM Grand, Signature Tower 3 • Meeting Room D • Contact (if any questions) • douglasof@us.ibm.com, cmukhya@us.ibm.com 25
  • 27. #ibmedge Session : How to apply Flash benefits to big data analytics and unstructured data NDA & Customers ONLY • Who: IBM Elastic Storage Server Offering Management • Alex Chen • When: Thursday, September 22, 2016 • 1:15pm to 2:15pm • Where: Grand Garden Arena, Lower Level, MGM, Studio 10 • Contact(if any questions) • • cmukhya@us.ibm.com, douglasof@us.ibm.co 26
  • 28. #ibmedge Spectrum Scale Trial VM • Download the IBM Spectrum Scale Trial VM from : • http://www-03.ibm.com/systems/storage/spectrum/scale/trial.html 27
  • 29. #ibmedge Spectrum Scale Edge – Technical Sessions • Just Search for “ Spectrum Scale” in the IBM Events mobile app. There are 15+ sessions on various topics including Lab sessions. Lab Sessions: • Spectrum Scale Problem Determination Lab Date: Sept 20th 2:15 PM – 3:15 PM Location : MGM Grand , Room 317 Lab Center F • Spectrum Scale Trail VM Lab Date: Sept 20th 3:45PM – 4:45PM Location: MGM Grand , Room 317 Lab Center F • Booth on ESS , Spectrum Scale + TCT and DeepFlash 28
  • 30. © 2016 IBM Corporation #ibmedge Thank You