mirror of
https://github.com/jupyterhub/the-littlest-jupyterhub.git
synced 2025-12-18 21:54:05 +08:00
Add more guidance on selecting server size
This commit is contained in:
77
docs/howto/resource-estimation.rst
Normal file
77
docs/howto/resource-estimation.rst
Normal file
@@ -0,0 +1,77 @@
|
|||||||
|
.. _howto/resource-estimation:
|
||||||
|
|
||||||
|
===================================
|
||||||
|
Estimate Memory / CPU / Disk needed
|
||||||
|
===================================
|
||||||
|
|
||||||
|
This page helps you estimate how much Memory / CPU / Disk the server you install
|
||||||
|
The Littlest JupyterHub on should have. These are just guidelines to help
|
||||||
|
with estimation - your actual needs will vary.
|
||||||
|
|
||||||
|
Memory
|
||||||
|
======
|
||||||
|
|
||||||
|
Memory is usually the biggest determinant of server size in most JupyterHub
|
||||||
|
installations.
|
||||||
|
|
||||||
|
.. math::
|
||||||
|
|
||||||
|
Server Memory Recommended = (Maximum concurrent users \times Maximum memory allowed per user) + 128MB
|
||||||
|
|
||||||
|
|
||||||
|
The ``128MB`` is overhead for TLJH and related services. **Server Memory Recommended**
|
||||||
|
is the amount of Memory (RAM) the server you aquire should have - we recommend
|
||||||
|
erring on the side of 'more Memory'. The other terms are explained below.
|
||||||
|
|
||||||
|
Maximum concurrent users
|
||||||
|
------------------------
|
||||||
|
|
||||||
|
Even if your class has 100 students, most of them will not be using the JupyterHub
|
||||||
|
actively at an given moment. At 2am on a normal night, maybe you'll have 10 students
|
||||||
|
using it. At 2am before a final, maybe you'll have 60 students using it. Maybe
|
||||||
|
you'll have a lab session with all 100 of your students using it at the same time.
|
||||||
|
|
||||||
|
The *maximum* number of users actively using the JupyterHub at any given time determines
|
||||||
|
how much memory your server will need. You'll get better at estimating this number
|
||||||
|
over time. We generally recommend between 40-60% of your total class size to start with.
|
||||||
|
|
||||||
|
Maximum memory allowed per user
|
||||||
|
-------------------------------
|
||||||
|
|
||||||
|
Depending on what kinda work your users are doing, they will use different amounts
|
||||||
|
of memory. The easiest way to determine this is to run through a typical user
|
||||||
|
workflow yourself, and measure how much memory is used. Add 20-40% headroom for
|
||||||
|
users to 'play around', and that should be the maximum memory allowed per user.
|
||||||
|
The system will prevent users from using more memory than this.
|
||||||
|
|
||||||
|
CPU
|
||||||
|
===
|
||||||
|
|
||||||
|
CPU estimation is more forgiving than Memory estimation. If there isn't
|
||||||
|
enough CPU for your users, their computation becomes very slow - but does not
|
||||||
|
stop, unlike with RAM.
|
||||||
|
|
||||||
|
.. math::
|
||||||
|
|
||||||
|
Server CPU Recommended = (Maximum concurrent users \times Maximum CPU usage per user) + 0.2
|
||||||
|
|
||||||
|
The ``0.2`` is overhead for TLJH and related services. **Server CPU Recommended**
|
||||||
|
is the amount of CPU the server you aquire should have. We recommend using
|
||||||
|
the same process used to estimate Memory required for estimating CPU required.
|
||||||
|
|
||||||
|
Disk space
|
||||||
|
==========
|
||||||
|
|
||||||
|
Unlike Memory & CPU, disk space is predicated on **total** number of users,
|
||||||
|
rather than **maximum concurrent** users.
|
||||||
|
|
||||||
|
.. math::
|
||||||
|
|
||||||
|
Server Disk Size Recommended = (Total \times Maximum disk usage per user) + 2GB
|
||||||
|
|
||||||
|
Resizing your server
|
||||||
|
====================
|
||||||
|
|
||||||
|
Lots of cloud providers let your dynamically resize your server if you need it
|
||||||
|
to be larger or smaller. Usually this requires a restart of the whole server -
|
||||||
|
active users will be logged out, but otherwise usually nothing bad happens.
|
||||||
@@ -44,6 +44,7 @@ How-To guides answer the question 'How do I...?' for a lot of topics.
|
|||||||
|
|
||||||
howto/user-environment
|
howto/user-environment
|
||||||
howto/notebook-interfaces
|
howto/notebook-interfaces
|
||||||
|
howto/resource-estimation
|
||||||
|
|
||||||
Topic Guides
|
Topic Guides
|
||||||
============
|
============
|
||||||
|
|||||||
Reference in New Issue
Block a user