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computationinstitute.org
www.globusonline.org	
  	
  
Research data management
as a service
Ian Foster
foster@uchicago.edu
computationinstitute.org
www.globusonline.org	
  	
  
High energy
physics
Molecular biology
Cosmolog
y
Genetic
s
Metagenomic
s
Linguistic
s
Economic
s
Climate
change
Visual
arts
computationinstitute.org
www.globusonline.org	
  	
  
What would a 

“dropbox for science” 

look like?
computationinstitute.org
www.globusonline.org	
  	
  
Registry	
  
Staging	
  
Store	
  
Ingest	
  
Store	
  
Analysis	
  
Store	
  
Community	
  
Store	
  
Archive	
   Mirror	
  
Ingest	
  
Store	
  
Analysis	
  
Store	
  
Community	
  
Store	
  
Archive	
   Mirror	
  
Registry	
  
Quota
exceeded
!
Expired
credentials
!
Network
failed. Retry.
!
Permission
denied
!
It should be trivial to Collect, Move, Sync, Share, Analyze,
Annotate, Publish, Search, Backup, & Archive BIG DATA
… but in reality it’s often very challenging
computationinstitute.org
www.globusonline.org	
  	
  
• Collect	
  
• Move	
  
• Sync	
  
• Share	
  
• Analyze	
  
• Annotate	
  
• Publish	
  
• Search	
  
• Backup	
  
• Archive	
  
BIG	
  DATA	
  …for
computationinstitute.org
www.globusonline.org	
  	
  
• Collect	
  
• Move	
  
• Sync	
  
• Share	
  
• Analyze	
  
• Annotate	
  
• Publish	
  
• Search	
  
• Backup	
  
• Archive	
  
• Collect	
  
• Move	
  
• Sync	
  
• Share	
  
	
   Capabili8es	
  delivered	
  using	
  	
  
So=ware-­‐as-­‐Service	
  (SaaS)	
  model	
  
computationinstitute.org
www.globusonline.org	
  	
  
computationinstitute.org
www.globusonline.org	
  	
  
Data
Source
Data
Destination
User	
  
iniAates	
  
transfer	
  
request	
  
1
Globus	
  
Online	
  
moves/
syncs	
  files	
  
2
Globus	
  Online	
  
noAfies	
  user	
  
3
computationinstitute.org
www.globusonline.org	
  	
  
Data
Source
User	
  A	
  selects	
  
file(s)	
  to	
  share;	
  
selects	
  user/
group,	
  sets	
  share	
  
permissions	
  	
  
1
Globus	
  Online	
  tracks	
  
shared	
  files;	
  no	
  need	
  
to	
  move	
  files	
  to	
  
cloud	
  storage!	
  
2
User	
  B	
  logs	
  in	
  to	
  
Globus	
  Online	
  
and	
  accesses	
  
shared	
  file	
  
3
computationinstitute.org
www.globusonline.org	
  	
  
Early	
  adopAon	
  is	
  encouraging	
  
computationinstitute.org
www.globusonline.org	
  	
  
Early	
  adopAon	
  is	
  encouraging	
  
8,000	
  registered	
  users;	
  >100	
  daily	
  
~16	
  PB	
  moved;	
  ~1B	
  files	
  
10x	
  (or	
  beOer)	
  performance	
  vs.	
  scp	
  
99.9%	
  availability	
  
En8rely	
  hosted	
  on	
  Amazon	
  
computationinstitute.org
www.globusonline.org	
  	
  
Globus	
  Online	
  already	
  does	
  a	
  lot	
  
Globus Toolkit
Sharing Service
Transfer Service
Globus Nexus
(Identity, Group, Profile)
GlobusOnlineAPIs
GlobusConnect
computationinstitute.org
www.globusonline.org	
  	
  
We	
  are	
  also	
  adding	
  capabiliAes	
  
Globus Toolkit
Sharing Service
Transfer Service
Globus Nexus
(Identity, Group, Profile)
GlobusOnlineAPIs
GlobusConnect
computationinstitute.org
www.globusonline.org	
  	
  
We	
  are	
  also	
  adding	
  capabiliAes	
  
Globus Toolkit
Sharing Service
Transfer Service
Dataset Services
Globus Nexus
(Identity, Group, Profile)
GlobusOnlineAPIs
GlobusConnect
computationinstitute.org
www.globusonline.org	
  	
  
Expanding Globus Online services
•  Ingest and publication
– Imagine a DropBox that not only replicates, but
also extracts metadata, catalogs, converts
•  Cataloging
– Virtual views of data based on user-defined
and/or automatically extracted metadata
•  Computation
– Associate computational procedures,
orchestrate application, catalog results, record
provenance
computationinstitute.org
www.globusonline.org	
  	
  
Builds on catalog as a service
Approach
•  Hosted user-defined
catalogs
•  Based on tag model
<subject, name, value>
•  Optional schema
constraints
•  Integrated with other
Globus services
Three REST APIs
/query/
•  Retrieve subjects
/tags/
•  Create, delete, retrieve
tags
/tagdef/
•  Create, delete, retrieve
tag definitions
Builds	
  on	
  USC	
  Tagfiler	
  project	
  (C.	
  Kesselman	
  et	
  al.)	
  
17	
  
mydata42	
  
owner:	
  Francesco	
  
type:	
  3dtomo	
  
format:	
  HDF5	
  
beamline:	
  2BM	
  
Tomography!
Define	
  dataset	
  
Infer	
  type	
  
Extract	
  metadata	
  
Populate	
  catalog(s)	
  
Locate	
  datasets	
  
Access	
  files	
  
analyze	
  
Catalog	
  derived
products	
  
transfer/schedule	
  
Orchestra8on	
  
Organiza8on	
  
Record	
  	
  
provenance	
  
	
  
Annotate,	
  share	
  
browse,	
  search	
  
computationinstitute.org
www.globusonline.org	
  	
  
Our challenge:
Sustainability
We are a non-profit service
provider to the non-profit
research community
computationinstitute.org
www.globusonline.org	
  	
  
Globus Online Provider Plans
Support ongoing operations
Offer value-added capabilities
Engage more closely with users
computationinstitute.org
www.globusonline.org	
  	
  
Starting at $20k per year
•  Provider endpoints with sharing
•  Multiple GridFTP servers per endpoint
•  Branded web sites
•  Alternate identity provider
•  Usage reporting
•  MSS optimizations
•  Operations monitoring and management
•  Input into and access to product roadmap
Provider Plans offer…
computationinstitute.org
www.globusonline.org	
  	
  
Thanks to great colleagues 

and collaborators
•  Steve Tuecke, Rachana Ananthakrishnan, Kyle
Chard, Raj Kettimuthu, Ravi Madduri, Tanu
Malik, and many others at Argonne & Uchicago
•  Carl Kesselman, Karl Czajkowski, Rob Schuler,
and others at USC/ISI
•  Birali Runesha and others at UChicago
Research Computing Center
computationinstitute.org
www.globusonline.org	
  	
  
Thank	
  you	
  to	
  our	
  sponsors!	
  

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Research Data Management as a Service

Hinweis der Redaktion

  1. Here are some of the areas where we have active projectsFocus on areas of particular interest to I2/Esnet, namely HEP, climate change, genomics (up and coming)
  2. Many in this room are probably users of Dropbox or similar services for keeping their files synced across multiple machinesWell, the scientific research equivalent is a little different
  3. So how would such a drop box for science be used? Let’s look at a very typical scientific data work flow . . .Data is generated by some instrument (a sequencer at JGI or a light source like APS/ALS)…since these instruments are in high demand, users have to get their data off the instrument to make way for the next userSo the data is typically moved from a staging area to some type of ingest storeEtcetera for analysis, sharing of results with collaborators, annotation with metadata for future search, backup/sync/archival, …
  4. We figured it needs to allow a group of collaborating researchers to do many or all of these things with their data ……and not just the 2GB of powerpoints…or the 100GB of family photos and videos….but the petabytes and exabytes of data that will soon be the norm for many
  5. Started with seemingly simple/mundane task of transferring files …etc.
  6. http://datasets.globus.org/carl-catalog/query/propertyA=value1
  7. http://www.blyberg.net/card-generator/http://www.sciencemag.org/content/332/6025/88/F1.large.jpg