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Multi-Tenant, Multi-Science
Campus Service Provider
100 Top 10 Graduate Programs
Scientific Diversity
○ Medicine
○ Engineering
○ Arts
Brock Palen | @brockpalen | brockp@umich.edu
Director Adv. Research Computing - Technology Srvs.
● NPACI Student 2004
● Original Campus Champions Group Member
● BSE Nuclear Engineering Reactor Modeling
5
History of Campus Storage Offerings
● One size fits all
● Assumes the value of all data are the same
○ Hot vs. Warm vs. Archive/Publication
A lot of build your own
Problem: What to Optimize For
● Thousands of Users
○ Novice Level (Generally)
○ Not Leadership Class
○ Tend to Graduate
● Scientific Diversity
○ Protected and Open Data
○ Big IO, Lots of Files
Solution: Locker Bulk Storage
● 2 Site - 5 PByte
● Encrypted at rest
● Grow’s in reasonable increments
● Globus / NFS / CIFS
Great Lakes Solution: IME + GridScaler
2 PB Spinning
5% NVMe IME
NVMe Metadata + Data in Metadata
Great Lakes
Thank You - Contact
• hpc-support@umich.edu
• http://arc-ts.umich.edu/
• @ARCTS_UM
• brockp@umich.edu
• http://myumi.ch/aV7kz
12
Justification - Flux 1.3 PB
File Size Range Average Size MB % of Total Files % of Total Space
>1GB 5561.053 0.02% 58.14%
>512MB - 1GB 698.909 0.02% 8.73%
>256MB - 512MB 380.379 0.03% 5.96%
>128MB - 256MB 176.324 0.05% 4.90%
>32MB - 128MB 56.892 0.24% 8.12%
>1MB - 32MB 5.435 3.33% 10.98%
0-1MB 0.054 96.32% 3.16%

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HPC at the University of Michigan: A Multi‐Tenant, Multi‐Science Campus Service Provider

  • 2. 100 Top 10 Graduate Programs Scientific Diversity ○ Medicine ○ Engineering ○ Arts
  • 3. Brock Palen | @brockpalen | brockp@umich.edu Director Adv. Research Computing - Technology Srvs. ● NPACI Student 2004 ● Original Campus Champions Group Member ● BSE Nuclear Engineering Reactor Modeling
  • 4. 5
  • 5. History of Campus Storage Offerings ● One size fits all ● Assumes the value of all data are the same ○ Hot vs. Warm vs. Archive/Publication A lot of build your own
  • 6. Problem: What to Optimize For ● Thousands of Users ○ Novice Level (Generally) ○ Not Leadership Class ○ Tend to Graduate ● Scientific Diversity ○ Protected and Open Data ○ Big IO, Lots of Files
  • 7.
  • 8. Solution: Locker Bulk Storage ● 2 Site - 5 PByte ● Encrypted at rest ● Grow’s in reasonable increments ● Globus / NFS / CIFS
  • 9. Great Lakes Solution: IME + GridScaler 2 PB Spinning 5% NVMe IME NVMe Metadata + Data in Metadata
  • 11. Thank You - Contact • hpc-support@umich.edu • http://arc-ts.umich.edu/ • @ARCTS_UM • brockp@umich.edu • http://myumi.ch/aV7kz 12
  • 12. Justification - Flux 1.3 PB File Size Range Average Size MB % of Total Files % of Total Space >1GB 5561.053 0.02% 58.14% >512MB - 1GB 698.909 0.02% 8.73% >256MB - 512MB 380.379 0.03% 5.96% >128MB - 256MB 176.324 0.05% 4.90% >32MB - 128MB 56.892 0.24% 8.12% >1MB - 32MB 5.435 3.33% 10.98% 0-1MB 0.054 96.32% 3.16%

Hinweis der Redaktion

  1. http://arc-ts.umich.edu/
  2. https://research.umich.edu/
  3. http://arc.umich.edu/
  4. Racks are limited by power and cooling @24KW/rack. Each 2U chassis holds 4 nodes, each node has 2 x 200W processors plus all other node components. Thus 40 nodes/rack even though half full. This works out to 600W/node. GPU nodes are 2U, 2x200W cpu + 2x350W GPU
  5. 957 TB Archive with ease