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02/06/2016 OpenStack Israel 2016 2
Frontiers of Science and Clouds
Tim Bell – tim.bell@cern.ch - @noggin143
About Tim
02/06/2016 OpenStack Israel 2016 3
4
CERN: founded in 1954: 12 European States
“Science for Peace”
Today: 21 Member States
Member States: Austria, Belgium, Bulgaria, Czech Republic, Denmark, Finland,
France, Germany, Greece, Hungary, Israel, Italy, Netherlands, Norway, Poland,
Portugal, Slovak Republic, Spain, Sweden, Switzerland and
United Kingdom
Associate Member States: Pakistan, Turkey
States in accession to Membership: Romania, Serbia
Applications for Membership or Associate Membership:
Azerbaijan, Brazil, Croatia, Cyprus, India, Russia, Slovenia, Ukraine
Observers to Council: India, Japan, Russia, United States of America;
European Union, JINR and UNESCO
~ 2300 staff
~ 1400 other paid personnel
~ 12500 scientific users
Budget (2016) ~1000 MCHF
02/06/2016 OpenStack Israel 2016 4
CMS
ALICE
ATLAS LHCb
Largest Machine on Earth
27 Km circumference, 100m underground
02/06/2016 OpenStack Israel 2016 5
Most Powerful Magnets
9,600 superconducting magnets direct the beam
02/06/2016 OpenStack Israel 2016 6
Highest Vacuum
Pressure is 10 times less than on the moon
02/06/2016 OpenStack Israel 2016 7
Coldest Temperature
120 tonnes of liquid helium for cooling to -271°C
02/06/2016 OpenStack Israel 2016 8
30M USD/year Electricity Bill
Up to 200MW at peak utilisation
02/06/2016 OpenStack Israel 2016 9
ATLAS Experiment
02/06/2016 OpenStack Israel 2016 10
ALICE Experiment
02/06/2016 OpenStack Israel 2016 11
CMS Experiment
02/06/2016 OpenStack Israel 2016 12
LHCb Experiment
02/06/2016 OpenStack Israel 2016 13
COLLISIONS
02/06/2016 OpenStack Israel 2016 14
Collisions Produce 1PB/s
02/06/2016 OpenStack Israel 2016 15
Innovations
TIER-1:
permanent storage,
re-processing,
analysis
TIER-0 (CERN):
data recording,
reconstruction and
distribution
TIER-2:
Simulation,
end-user analysis
> 2 million jobs/day
~350’000 cores
500 PB of storage
nearly 170 sites,
40 countries
10-100 Gb links
Worldwide LHC Computing Grid
02/06/2016 OpenStack Israel 2016 16
02/06/2016
Compute Growth Outlook
0"
20"
40"
60"
80"
100"
120"
140"
160"
Run"1" Run"2" Run"3" Run"4"
GRID"
ATLAS"
CMS"
LHCb"
ALICE"
Compute: Growth > x50
Moore’s law only x16
What we can afford
… and 400PB/year by 2023
OpenStack Israel 2016 17
02/06/2016 OpenStack Israel 2016 18
02/06/2016 OpenStack Israel 2016 19
Expanded Facilities in Hungary
O’Reilly Consideration
02/06/2016 OpenStack Israel 2016 20
Job Trends Consideration
02/06/2016 OpenStack Israel 2016 21
From Indeed.com
CERN Tool Chain
02/06/2016 OpenStack Israel 2016 22
CERN OpenStack Project
(*) Pilot
ESSEX
Nova (*)
Swift
Glance (*)
Horizon (*)
Keystone (*)
FOLSOM
Nova (*)
Swift
Glance (*)
Horizon (*)
Keystone (*)
Quantum
Cinder
GRIZZLY
Nova
Swift
Glance
Horizon
Keystone
Quantum
Cinder
Ceilometer (*)
HAVANA
Nova
Swift
Glance
Horizon
Keystone
Neutron
Cinder
Ceilometer (*)
Heat
ICEHOUSE
Nova
Swift
Glance
Horizon
Keystone
Neutron
Cinder
Ceilometer
Heat
Ironic
Trove
JUNO
Nova
Swift
Glance
Horizon
Keystone
Neutron
Cinder
Ceilometer
Heat (*)
Rally (*)
5 April 2012 27 September 2012 4 April 2013 17 October 2013 17 April 2014 16 October 2014
July 2013
CERN OpenStack
Production Service
February 2014
CERN OpenStack
Havana Release
October 2014
CERN OpenStack
Icehouse Release
30 April 2015
March2015
CERN OpenStack
Juno Release
LIBERTY
Nova
Swift
Glance
Horizon
Keystone
Neutron (*)
Cinder
Ceilometer
Heat
Rally
Magnum (*)
Barbican (*)
Ironic
15 October 2015
September 2015
CERN OpenStack
Kilo Release
KILO
Nova
Swift
Glance
Horizon
Keystone
Neutron
Cinder
Ceilometer
Heat
Rally
Manila
May 2016
CERN OpenStack
ongoing Liberty
02/06/2016 OpenStack Israel 2016 23
Upstream OpenStack on its
own does not give you a cloud
service
e.g.
• 200 people arrive and leave
CERN / month
• User skill levels vary widely
• Application range from
server consolidation, dev/test
to production compute
Cloud is a
service!
Monitoring
and alerting
Metering
and
chargeback
Autoscaling
Remediation
Resource
Lifecycle
Capacity
planning
Upgrades
SLA
Customer
supportUser
experience
Incident
resolution
Alerting
Cloud
monitoring
Metrics
Log
processing
High
availability
Config
management
Infra
onboarding
CI
Builds
Net/info
sec
Network
design
OpenStack
APIs
02/06/2016 OpenStack Israel 2016 24
Subbu Allamaraju @ eBay
Not Just The Software
In production:
• 4 clouds
• >200K cores
• >8,000 hypervisors
~60,000 additional
cores being installed
in Q2 2016
90% of CERN’s
compute resources
are now delivered on
top of OpenStack
OpenStack@CERN Status
02/06/2016 OpenStack Israel 2016 25
02/06/2016
Cultural Change Impact
OpenStack Israel 2016 26
• Move to Agile technologies brings
great benefits
• Reduced deployment time
• Continuous integration validation
• Flexibility
• Don’t forget Hooke’s Law (adapted)
• Under load, an organisation can
extend proportional to external force
• Too much load leads to permanent
deformation
• Ensure the tail is moving fast as well
as the head
• Application support
• Cultural challenges
• Process change
• Open source collaboration
sets model for in-house
teams
• External recognition by the
community is highly
rewarding for contributors
• Reviews and being reviewed
is a constant learning
experience
• Operator sharing is much
more than just OpenStack
02/06/2016
Communities Encourage Change
Keystone 2013
Paris 2014
OpenStack Israel 2016 27
Deployment Models
02/06/2016 OpenStack Israel 2016 28
• Skills
• Culture
• Need for Speed
• Risk Appetite
Keeping Up with Releases
02/06/2016 OpenStack Israel 2016 29
Users and Technology
02/06/2016 OpenStack Israel 2016 30
When it’s not on the menu?
02/06/2016 OpenStack Israel 2016 31
Top level cell
• Runs API service
• Top cell scheduler
Child cells run
• Compute nodes
• Nova network
• Scheduler
• Conductor
Version 2 coming
• Default for all
Nova Cells
02/06/2016 OpenStack Israel 2016 32
Onwards Federated Clouds
Public Cloud such
as Rackspace or IBM
CERN Private Cloud
160K cores
ATLAS Trigger
28K cores
ALICE Trigger
9K cores
CMS Trigger
13K cores
INFN
Italy
Brookhaven
National Labs
NecTAR
Australia
Many Others
on Their Way
02/06/2016 OpenStack Israel 2016 33
Available in standard OpenStack since Kilo
Containers on Clouds
For the user
• Interactive
• Dynamic
• Choice
For IT
• Timely!
• Secure
• Managed
• Integrated
02/06/2016 OpenStack Israel 2016 34
CERN now runs Magnum on the production cloud
Outlook for next 12 months
• Scale out
• Another ~100K cores end 2016
• Further significant retirements and migrations
• Consolidate
• EC2 API project
• Nova network to Neutron
• Enhance
• Kubernetes,Mesos,Swarm containers for all
• Bare metal (Ironic) and Workflow (Mistral) to pilot
• Accounting / Fleet Management
• Investigate further capacity options
• Public clouds
02/06/2016 OpenStack Israel 2016 35
Summary
• OpenStack at CERN has been in
production for 3 years
• Major cultural and technology changes
have been successfully addressed
• Contributing back upstream has led to
sustainable tools and effective technology
transfer
This transformation would not have been
possible without community contribution
02/06/2016 OpenStack Israel 2016 36
Technical details at http://openstack-in-production.blogspot.fr
02/06/2016 OpenStack Israel 2016 37
Thanks to all of you for contributing!
Thanks to the CERN IT team and
Francois Briard from CERN
communications
Some history of scale…
Date Collaboration
sizes
Data volume, archive
technology
Late 1950’s 2-3 Kilobits, notebooks
1960’s 10-15 kB, punchcards
1970’s ~35 MB, tape
1980’s ~100 GB, tape, disk
1990’s ~750 TB, tape, disk
2010’s ~3000 PB, tape, disk
For comparison:
1990’s: Total LEP data set
~few TB
Would fit on 1 tape today
Today: 1 year of LHC data
~27 PB
02/06/2016 OpenStack Israel 2016 38
CERN	Archive
>100 PB
CERN	New	data
15 PB
23 PB
27 PB
02/06/2016 OpenStack Israel 2016 39
4002/06/2016 OpenStack Israel 2016
THE CERN MEYRIN
DATA CENTRE
http://goo.gl/maps/K5SoG
02/06/2016 OpenStack Israel 2016 41
Public Procurement Cycle
Step Time (Days) Elapsed (Days)
User expresses requirement 0
Market Survey prepared 15 15
Market Survey for possible vendors 30 45
Specifications prepared 15 60
Vendor responses 30 90
Test systems evaluated 30 120
Offers adjudicated 10 130
Finance committee 30 160
Hardware delivered 90 250
Burn in and acceptance 30 days typical with 380 worst case 280
Total 280+ Days
02/06/2016 OpenStack Israel 2016 42
Good News, Bad News
• Additional data centre in Budapest now online
• Increasing use of facilities as data rates increase
But…
• Staff numbers are fixed, no more people
• Materials budget decreasing, no more money
• Legacy tools are high maintenance and brittle
• User expectations are for fast self-service
02/06/2016 OpenStack Israel 2016 43
Innovation Dilemma
• How can we avoid the sustainability trap ?
• Define requirements
• No solution available that meets those requirements
• Develop our own new solution
• Accumulate technical debt
• How can we learn from others and share ?
• Find compatible open source communities
• Contribute back where there is missing functionality
• Stay mainstream
Are CERN computing needs really special ?
02/06/2016 OpenStack Israel 2016 44
02/06/2016 45OpenStack Israel 2016
The largest detectors
02/06/2016 OpenStack Israel 2016 46
02/06/2016 OpenStack Israel 2016 47
Strategic Plan
„ Establish multi-
tenant, multi-provider
cloud infrastructure
„ Identify and adopt
policies for trust,
security and privacy
„ Create governance
structure
„ Define funding
schemes
To support the
computing capacity
needs for the ATLAS
experiment
Setting up a new service
to simplify analysis of
large genomes, for a
deeper insight into
evolution and
biodiversity
To create an Earth
Observation platform,
focusing on earthquake
and volcano research
To improve the speed
and quality of research
for finding surrogate
biomarkers based on
brain images
Adopters
Suppliers
Additional Users:
02/06/2016 OpenStack Israel 2016 48
49
* EC co-funded joint Pre-Commercial Procurement (PCP) project: https://indico.cern.ch/event/319753
** Other work has been conductedoutsideCERN, such as the Amazon Pilot projectat BNL for ATLAS
HN - Helix Nebula
• Partnership between research
organization and European
commercial cloud providers
Support CERN’s scientific
computing programme
Investigations
Tier 0
LHCC;25 May 2016 Ian Bird; CERN 50
Run 2 has only just started
• Hint of an excess with diphoton mass of 750 GeV
• Seen by ATLAS and CMS – coincidence or a new signal?
OpenStack Israel 2016 51
200 400 600 800 1000 1200 1400 1600
Events/20GeV
1−
10
1
10
2
10
3
10
4
10
ATLAS Preliminary
Spin-0 Selection
-1
= 13 TeV, 3.2 fbs
Data
Background-only fit
[GeV]γγm
200 400 600 800 1000 1200 1400 1600
Data-fittedbackground
10−
5−
0
5
10
15
Events/(20GeV)
1
10
2
10
Data
Fit model
σ1±
σ2±
EBEB
(GeV)γγm
400 600 800 1000 1200 1400 1600
statσ(data-fit)/
-2
0
2
(13 TeV, 3.8T)-1
2.7 fbCMS Preliminary
02/06/2016

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Frontiers of Science and Clouds - Tim Bell - Openstack Day Israel 2016

  • 1.
  • 2. 02/06/2016 OpenStack Israel 2016 2 Frontiers of Science and Clouds Tim Bell – tim.bell@cern.ch - @noggin143
  • 4. 4 CERN: founded in 1954: 12 European States “Science for Peace” Today: 21 Member States Member States: Austria, Belgium, Bulgaria, Czech Republic, Denmark, Finland, France, Germany, Greece, Hungary, Israel, Italy, Netherlands, Norway, Poland, Portugal, Slovak Republic, Spain, Sweden, Switzerland and United Kingdom Associate Member States: Pakistan, Turkey States in accession to Membership: Romania, Serbia Applications for Membership or Associate Membership: Azerbaijan, Brazil, Croatia, Cyprus, India, Russia, Slovenia, Ukraine Observers to Council: India, Japan, Russia, United States of America; European Union, JINR and UNESCO ~ 2300 staff ~ 1400 other paid personnel ~ 12500 scientific users Budget (2016) ~1000 MCHF 02/06/2016 OpenStack Israel 2016 4
  • 5. CMS ALICE ATLAS LHCb Largest Machine on Earth 27 Km circumference, 100m underground 02/06/2016 OpenStack Israel 2016 5
  • 6. Most Powerful Magnets 9,600 superconducting magnets direct the beam 02/06/2016 OpenStack Israel 2016 6
  • 7. Highest Vacuum Pressure is 10 times less than on the moon 02/06/2016 OpenStack Israel 2016 7
  • 8. Coldest Temperature 120 tonnes of liquid helium for cooling to -271°C 02/06/2016 OpenStack Israel 2016 8
  • 9. 30M USD/year Electricity Bill Up to 200MW at peak utilisation 02/06/2016 OpenStack Israel 2016 9
  • 14. COLLISIONS 02/06/2016 OpenStack Israel 2016 14 Collisions Produce 1PB/s
  • 15. 02/06/2016 OpenStack Israel 2016 15 Innovations
  • 16. TIER-1: permanent storage, re-processing, analysis TIER-0 (CERN): data recording, reconstruction and distribution TIER-2: Simulation, end-user analysis > 2 million jobs/day ~350’000 cores 500 PB of storage nearly 170 sites, 40 countries 10-100 Gb links Worldwide LHC Computing Grid 02/06/2016 OpenStack Israel 2016 16
  • 17. 02/06/2016 Compute Growth Outlook 0" 20" 40" 60" 80" 100" 120" 140" 160" Run"1" Run"2" Run"3" Run"4" GRID" ATLAS" CMS" LHCb" ALICE" Compute: Growth > x50 Moore’s law only x16 What we can afford … and 400PB/year by 2023 OpenStack Israel 2016 17
  • 19. 02/06/2016 OpenStack Israel 2016 19 Expanded Facilities in Hungary
  • 21. Job Trends Consideration 02/06/2016 OpenStack Israel 2016 21 From Indeed.com
  • 22. CERN Tool Chain 02/06/2016 OpenStack Israel 2016 22
  • 23. CERN OpenStack Project (*) Pilot ESSEX Nova (*) Swift Glance (*) Horizon (*) Keystone (*) FOLSOM Nova (*) Swift Glance (*) Horizon (*) Keystone (*) Quantum Cinder GRIZZLY Nova Swift Glance Horizon Keystone Quantum Cinder Ceilometer (*) HAVANA Nova Swift Glance Horizon Keystone Neutron Cinder Ceilometer (*) Heat ICEHOUSE Nova Swift Glance Horizon Keystone Neutron Cinder Ceilometer Heat Ironic Trove JUNO Nova Swift Glance Horizon Keystone Neutron Cinder Ceilometer Heat (*) Rally (*) 5 April 2012 27 September 2012 4 April 2013 17 October 2013 17 April 2014 16 October 2014 July 2013 CERN OpenStack Production Service February 2014 CERN OpenStack Havana Release October 2014 CERN OpenStack Icehouse Release 30 April 2015 March2015 CERN OpenStack Juno Release LIBERTY Nova Swift Glance Horizon Keystone Neutron (*) Cinder Ceilometer Heat Rally Magnum (*) Barbican (*) Ironic 15 October 2015 September 2015 CERN OpenStack Kilo Release KILO Nova Swift Glance Horizon Keystone Neutron Cinder Ceilometer Heat Rally Manila May 2016 CERN OpenStack ongoing Liberty 02/06/2016 OpenStack Israel 2016 23
  • 24. Upstream OpenStack on its own does not give you a cloud service e.g. • 200 people arrive and leave CERN / month • User skill levels vary widely • Application range from server consolidation, dev/test to production compute Cloud is a service! Monitoring and alerting Metering and chargeback Autoscaling Remediation Resource Lifecycle Capacity planning Upgrades SLA Customer supportUser experience Incident resolution Alerting Cloud monitoring Metrics Log processing High availability Config management Infra onboarding CI Builds Net/info sec Network design OpenStack APIs 02/06/2016 OpenStack Israel 2016 24 Subbu Allamaraju @ eBay Not Just The Software
  • 25. In production: • 4 clouds • >200K cores • >8,000 hypervisors ~60,000 additional cores being installed in Q2 2016 90% of CERN’s compute resources are now delivered on top of OpenStack OpenStack@CERN Status 02/06/2016 OpenStack Israel 2016 25
  • 26. 02/06/2016 Cultural Change Impact OpenStack Israel 2016 26 • Move to Agile technologies brings great benefits • Reduced deployment time • Continuous integration validation • Flexibility • Don’t forget Hooke’s Law (adapted) • Under load, an organisation can extend proportional to external force • Too much load leads to permanent deformation • Ensure the tail is moving fast as well as the head • Application support • Cultural challenges • Process change
  • 27. • Open source collaboration sets model for in-house teams • External recognition by the community is highly rewarding for contributors • Reviews and being reviewed is a constant learning experience • Operator sharing is much more than just OpenStack 02/06/2016 Communities Encourage Change Keystone 2013 Paris 2014 OpenStack Israel 2016 27
  • 28. Deployment Models 02/06/2016 OpenStack Israel 2016 28 • Skills • Culture • Need for Speed • Risk Appetite
  • 29. Keeping Up with Releases 02/06/2016 OpenStack Israel 2016 29
  • 30. Users and Technology 02/06/2016 OpenStack Israel 2016 30
  • 31. When it’s not on the menu? 02/06/2016 OpenStack Israel 2016 31
  • 32. Top level cell • Runs API service • Top cell scheduler Child cells run • Compute nodes • Nova network • Scheduler • Conductor Version 2 coming • Default for all Nova Cells 02/06/2016 OpenStack Israel 2016 32
  • 33. Onwards Federated Clouds Public Cloud such as Rackspace or IBM CERN Private Cloud 160K cores ATLAS Trigger 28K cores ALICE Trigger 9K cores CMS Trigger 13K cores INFN Italy Brookhaven National Labs NecTAR Australia Many Others on Their Way 02/06/2016 OpenStack Israel 2016 33 Available in standard OpenStack since Kilo
  • 34. Containers on Clouds For the user • Interactive • Dynamic • Choice For IT • Timely! • Secure • Managed • Integrated 02/06/2016 OpenStack Israel 2016 34 CERN now runs Magnum on the production cloud
  • 35. Outlook for next 12 months • Scale out • Another ~100K cores end 2016 • Further significant retirements and migrations • Consolidate • EC2 API project • Nova network to Neutron • Enhance • Kubernetes,Mesos,Swarm containers for all • Bare metal (Ironic) and Workflow (Mistral) to pilot • Accounting / Fleet Management • Investigate further capacity options • Public clouds 02/06/2016 OpenStack Israel 2016 35
  • 36. Summary • OpenStack at CERN has been in production for 3 years • Major cultural and technology changes have been successfully addressed • Contributing back upstream has led to sustainable tools and effective technology transfer This transformation would not have been possible without community contribution 02/06/2016 OpenStack Israel 2016 36
  • 37. Technical details at http://openstack-in-production.blogspot.fr 02/06/2016 OpenStack Israel 2016 37 Thanks to all of you for contributing! Thanks to the CERN IT team and Francois Briard from CERN communications
  • 38. Some history of scale… Date Collaboration sizes Data volume, archive technology Late 1950’s 2-3 Kilobits, notebooks 1960’s 10-15 kB, punchcards 1970’s ~35 MB, tape 1980’s ~100 GB, tape, disk 1990’s ~750 TB, tape, disk 2010’s ~3000 PB, tape, disk For comparison: 1990’s: Total LEP data set ~few TB Would fit on 1 tape today Today: 1 year of LHC data ~27 PB 02/06/2016 OpenStack Israel 2016 38
  • 39. CERN Archive >100 PB CERN New data 15 PB 23 PB 27 PB 02/06/2016 OpenStack Israel 2016 39
  • 41. THE CERN MEYRIN DATA CENTRE http://goo.gl/maps/K5SoG 02/06/2016 OpenStack Israel 2016 41
  • 42. Public Procurement Cycle Step Time (Days) Elapsed (Days) User expresses requirement 0 Market Survey prepared 15 15 Market Survey for possible vendors 30 45 Specifications prepared 15 60 Vendor responses 30 90 Test systems evaluated 30 120 Offers adjudicated 10 130 Finance committee 30 160 Hardware delivered 90 250 Burn in and acceptance 30 days typical with 380 worst case 280 Total 280+ Days 02/06/2016 OpenStack Israel 2016 42
  • 43. Good News, Bad News • Additional data centre in Budapest now online • Increasing use of facilities as data rates increase But… • Staff numbers are fixed, no more people • Materials budget decreasing, no more money • Legacy tools are high maintenance and brittle • User expectations are for fast self-service 02/06/2016 OpenStack Israel 2016 43
  • 44. Innovation Dilemma • How can we avoid the sustainability trap ? • Define requirements • No solution available that meets those requirements • Develop our own new solution • Accumulate technical debt • How can we learn from others and share ? • Find compatible open source communities • Contribute back where there is missing functionality • Stay mainstream Are CERN computing needs really special ? 02/06/2016 OpenStack Israel 2016 44
  • 46. The largest detectors 02/06/2016 OpenStack Israel 2016 46
  • 48. Strategic Plan „ Establish multi- tenant, multi-provider cloud infrastructure „ Identify and adopt policies for trust, security and privacy „ Create governance structure „ Define funding schemes To support the computing capacity needs for the ATLAS experiment Setting up a new service to simplify analysis of large genomes, for a deeper insight into evolution and biodiversity To create an Earth Observation platform, focusing on earthquake and volcano research To improve the speed and quality of research for finding surrogate biomarkers based on brain images Adopters Suppliers Additional Users: 02/06/2016 OpenStack Israel 2016 48
  • 49. 49 * EC co-funded joint Pre-Commercial Procurement (PCP) project: https://indico.cern.ch/event/319753 ** Other work has been conductedoutsideCERN, such as the Amazon Pilot projectat BNL for ATLAS HN - Helix Nebula • Partnership between research organization and European commercial cloud providers Support CERN’s scientific computing programme Investigations
  • 50. Tier 0 LHCC;25 May 2016 Ian Bird; CERN 50
  • 51. Run 2 has only just started • Hint of an excess with diphoton mass of 750 GeV • Seen by ATLAS and CMS – coincidence or a new signal? OpenStack Israel 2016 51 200 400 600 800 1000 1200 1400 1600 Events/20GeV 1− 10 1 10 2 10 3 10 4 10 ATLAS Preliminary Spin-0 Selection -1 = 13 TeV, 3.2 fbs Data Background-only fit [GeV]γγm 200 400 600 800 1000 1200 1400 1600 Data-fittedbackground 10− 5− 0 5 10 15 Events/(20GeV) 1 10 2 10 Data Fit model σ1± σ2± EBEB (GeV)γγm 400 600 800 1000 1200 1400 1600 statσ(data-fit)/ -2 0 2 (13 TeV, 3.8T)-1 2.7 fbCMS Preliminary 02/06/2016