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Into the Wonderful
Towards a Virtual Institute
you are here
Data
Lots of data
Lots of data, lots of
      people
Lots of data, lots of
people, lots of compute
Lots of data, lots of
people, lots of compute,
      lots of uses
Lots of data, lots of
 people, lots of compute,
lots of uses, lots and lots
   and lots and lots...
Trillionics
A platform for science
1    Get

2   Select

3   Work

4   Save
1    Get

2   Select

3   Work

4   Save
1    Get

2   Select

3   Work

4   Save
1    Get

2   Select

3   Work

4   Save
Work is the killer app
get here quickly
Work = publications
Problematic for
 complex data
1    Get

2   Select

3   Work

4   Save
1   Get: flat files / databases

2             Select

3             Work

4             Save
1    Get: flat files / databases

2   Select: scripts / directories

3              Work

4              Save
1    Get: flat files / databases

2   Select: scripts / directories

3       Work: interesting

4              Save
1    Get: flat files / databases

2   Select: scripts / directories

3       Work: interesting

4   Save: flat files / databases
Get   Filter   Work   Save
Get   Filter   Work   Save
Get   Filter   Work   Save
Get   Filter   Work   Save
Get   Filter   Work   Save
Get   Filter   Work   Save
Get   Filter   Work   Save
Get   Filter   Work   Save
Filter
      Save
             Get
                   Work
Get      Filter     Work        Save
Filter
      Save
                                    Work
             Get
       Get         Work
Get      Filter     Work        Save
Filter
      Save
                                    Work
             Get
       Get         Work
Get      Filter     Work        Save
Virtualise
Get   Save
Data platform


Get      Save
Data platform


Get      Save
      Work
Data platform


Get      Save
      Work

 App platform
Data accessible via
     services
Applications accessible
     via services
Data platform

      Get / Save


    Work
Projects / SNP calling


App platform
Distribute
Data platform
Hintxon      Get / Save
                          San Diego
            Work


          App platform
Distributed storage



            Virtualised services


     Application programming interfaces
Getters             Filters           Savers




                  Work
Distributed storage



                Virtualised services


         Application programming interfaces
    Getters             Filters           Savers




    Work Work       Work      Work
Work           Work      Work
     Work Work Work Work      Work
                   Work Work
 Work     Work               Work
A distributed mindset
map/reduce
1. map
@a = [ 1, 2, 3 ]
@result = []

for each $value in @a
  push @result, map($value)
end

sub map($incoming)
 return ($incoming * 10)
end
2. reduce
reduce(@result)

sub reduce($r)
  <transform $r>
end
independent
of array size!
 independent
of array size!
 independent
           of ea ch other!
independent

distribute across virtual machines!
Prerequisites
Open data

easy to get a t data
soft ware as a service
 Open APIs
Beyond SQL
Accessibility
East coast
24/7

      Accessibility

              Dow n the co rridor
West coast
Reliability
Build for flux
Authentication
Privacy
Less software
Distribute everything
Replicate everything

    Speed. Redundancy.
Will it scale?
Oh yes
New York Times
11 million TIFs
24 hours
  $500
Google, Yahoo!
   Amazon
We are here
We need to start now
2
X
150
  Tb/week
We need to start now

         as in, like, ye sterday
Petabyte journal club

 foomongers.org.uk
Thank you
GREENISGOOD.CO.UK

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A Year of the Servo Reboot: Where Are We Now?
 

Into The Wonderful