Difference between revisions of "Infrastructure Planning"

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* Robotoff
 
* Robotoff
 
** New server
 
** New server
*** Models are memory hungry, at least 32 GB of RAM is needed.
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*** Models are memory hungry, at least 32 GB of RAM is needed. Ideally, 64 GB.
*** GPU servers deliver the best performances for prediction, but are rather expensive. Given the current load, CPU servers are enough. High-performance CPU are however needed. 8 cores at least (the more, the better).
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*** Ideally, 1 GPU server. Otherwise, high-performance CPU are suitable, 8 cores at least (the more, the better).
*** Disk: speed is only important when loading model from disk, which only occurs at startup. SSDs are fine. 500 GB of space should be ok.
+
*** Disk: speed is only important when loading model from disk, which only occurs at startup. Ideally NVMe, classic SSDs are fine. 500 GB of space should be ok.
 
* New producer platform
 
* New producer platform
 
** New server
 
** New server

Revision as of 17:29, 15 May 2020

Current infrastructure

Details on https://en.wiki.openfoodfacts.org/Infrastructure#Current_infrastructure

  • off1: frontend + backend for the web site and API
  • off2: mongodb + off1 backup
  • dev: dev server, robotoff, remote backup

Hardware needs 2019

Production

  • Frontend + backend for the web site and API
    • off1
  • MongoDB
    • off2
  • Robotoff
    • New server
      • Models are memory hungry, at least 32 GB of RAM is needed. Ideally, 64 GB.
      • Ideally, 1 GPU server. Otherwise, high-performance CPU are suitable, 8 cores at least (the more, the better).
      • Disk: speed is only important when loading model from disk, which only occurs at startup. Ideally NVMe, classic SSDs are fine. 500 GB of space should be ok.
  • New producer platform
    • New server
      • Little web traffic, lots of image data (sometimes in huge PDFs or png)
      • mid-level cpu and ram, at least 2x4 Tb disks
  • New content platform (wiki, blog) ??
    • New server for different kind of tools (example: Zammad, MediaWiki, Wordpress, Nextcloud?)
      • Little web traffic, not much disk needed (except for videos if needed?)
      • mid-level cpu and ram, 2x500 Gb SSD disks probably ok

Backup

  • New backup server or cloud storage

Dev

  • OFF + producer platform dev
    • New server
      • mid level cpu and ram, at least 2x8 Tb disks