Infrastructure Planning: Difference between revisions

Revision as of 17:29, 15 May 2020

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

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

@@ Line 17: / Line 17: @@
 * Robotoff
 ** New server
-*** Models are memory hungry, at least 32 GB of RAM is needed.
+*** 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).
+*** 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 server