Initial commit for meteos documentation
Added the architecture document for meteos. Change-Id: I83018975a2f5b1b318eb643dd78cc05d3f9d6bf9 Partial-Implements: blueprint meteos-docs
This commit is contained in:
parent
a197225848
commit
560ed9022d
32
doc/source/architecture.rst
Normal file
32
doc/source/architecture.rst
Normal file
@ -0,0 +1,32 @@
|
|||||||
|
Meteos Architecture
|
||||||
|
===================
|
||||||
|
|
||||||
|
Meteos is Machine Learning as a Service (MLaaS) in Apache Spark. Meteos create
|
||||||
|
a workspace of Machine Learning via sahara spark plugin and manage some
|
||||||
|
resources and jobs regarding Machine Learning.
|
||||||
|
|
||||||
|
Meteos components
|
||||||
|
~~~~~~~~~~~~~~~~~
|
||||||
|
|
||||||
|
Meteos consist of meteos-api service and meteos-engine service.
|
||||||
|
|
||||||
|
* meteos-api - web service which has REST interface.
|
||||||
|
* meteos-engine - service which manage Meteos resources.
|
||||||
|
|
||||||
|
Resources
|
||||||
|
~~~~~~~~~
|
||||||
|
|
||||||
|
Meteos manages these resources regarding machine learning.
|
||||||
|
|
||||||
|
* Experiment Template - Template which define experiment like number of
|
||||||
|
master/worker nodes, spark version, base VM image, flavor, network, etc.
|
||||||
|
* Experiment - a workspace of Machine Learning.
|
||||||
|
* Data Set - a data parsed by user to create a Prediction Model.
|
||||||
|
* Prediction Model - a model produced by data mining and machine learning
|
||||||
|
algorithms.
|
||||||
|
* Learning Job - a job which consists of input data, output data(predicted
|
||||||
|
data), job status, job stdout/stderr.
|
||||||
|
|
||||||
|
The following diagram illustrates the architecture of mistral:
|
||||||
|
|
||||||
|
.. image:: img/Meteos-architecture.png
|
BIN
doc/source/img/Meteos-architecture.png
Normal file
BIN
doc/source/img/Meteos-architecture.png
Normal file
Binary file not shown.
After Width: | Height: | Size: 42 KiB |
@ -41,6 +41,7 @@ Developer Docs
|
|||||||
.. toctree::
|
.. toctree::
|
||||||
:maxdepth: 1
|
:maxdepth: 1
|
||||||
|
|
||||||
|
architecture
|
||||||
devref/index
|
devref/index
|
||||||
man/index
|
man/index
|
||||||
api/autoindex
|
api/autoindex
|
||||||
|
Loading…
Reference in New Issue
Block a user