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Science-as-a-Service on AWS
Go Far With Less
Ravi K Madduri, Argonne National Laboratory and University of Chicago
November 13, 2013

© 2013 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
mputation Institute, University of Chicago, Chicago, IL, USA. 2Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL, U
3 Section Genetic Medicine, University of Chicago, Chicago, IL.

Challenges in Next-Gen Sequencing Analysis

Parallel Workflows on Globus Genomics

High Performance, Reusable Consensus
Calling Pipeline
No.
Historie
s

Executio No. Per On-demand
n Time
Hour
Cost ($2.10)
(s)

Spot Cost
($0.50)

1.5B

570

6

$35

$9

1B

445

8

$27

$7

0.5B

283

12

$18

$5

0.25B

170

21

$10

$2
>10,000 registered users; >150 daily
24 PB moved; >1B files
10x (or better) performance vs. scp
99.9% availability
Entirely hosted on Amazon
Figure 1: Globus Genomics spot instance usage in hours/day and cost in $/day for October 2013.
Our research is supported by:
U.S. DEPARTMENT OF

ENERGY

23

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Science-as-a-Service - Talk at AWS re:Invent - Public Sector Breakfast

  • 1. Science-as-a-Service on AWS Go Far With Less Ravi K Madduri, Argonne National Laboratory and University of Chicago November 13, 2013 © 2013 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
  • 2.
  • 3.
  • 4. mputation Institute, University of Chicago, Chicago, IL, USA. 2Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL, U 3 Section Genetic Medicine, University of Chicago, Chicago, IL. Challenges in Next-Gen Sequencing Analysis Parallel Workflows on Globus Genomics High Performance, Reusable Consensus Calling Pipeline
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. No. Historie s Executio No. Per On-demand n Time Hour Cost ($2.10) (s) Spot Cost ($0.50) 1.5B 570 6 $35 $9 1B 445 8 $27 $7 0.5B 283 12 $18 $5 0.25B 170 21 $10 $2
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19. >10,000 registered users; >150 daily 24 PB moved; >1B files 10x (or better) performance vs. scp 99.9% availability Entirely hosted on Amazon
  • 20. Figure 1: Globus Genomics spot instance usage in hours/day and cost in $/day for October 2013.
  • 21.
  • 22.
  • 23. Our research is supported by: U.S. DEPARTMENT OF ENERGY 23

Notes de l'éditeur

  1. Show a picture with results from Cox study
  2. 5000 ECG Data sets
  3. Face-IT picture
  4. pCT proton cancer therapy
  5. Dynamically creates MPI capable rendering clustersUtilizes up to 100 cg1.4xlarge GPU instances
  6. Graph showing reduction in funding
  7. Source: http://nexus.od.nih.gov/all/2013/09/24/one-nation-in-support-of-biomedical-research/
  8. Not reinventing the wheel