Difference between revisions of "Meteos/Architecture"
< Meteos
(Created page with "== Archtecture (TBD) == Meteos consist of meteos-api service and meteos-engine service. * meteos-api - web service which has REST interface. * meteos-engine - service whic...") |
(→Archtecture (TBD)) |
||
(3 intermediate revisions by the same user not shown) | |||
Line 1: | Line 1: | ||
− | == | + | == Architecture == |
Meteos consist of meteos-api service and meteos-engine service. | Meteos consist of meteos-api service and meteos-engine service. | ||
Line 6: | Line 6: | ||
* meteos-engine - service which manage Meteos resources. | * meteos-engine - service which manage Meteos resources. | ||
+ | |||
+ | === Resource === | ||
+ | |||
+ | Meteos manages these resources regarding machine learning. | ||
+ | |||
+ | * Experiment Template - Template which define experiment (e.g. number of master/worker nodes, spark version, base VM image, flavor, network, ...) | ||
+ | |||
+ | * 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. [[https://wiki.openstack.org/wiki/Meteos/Models Supported Prediction Models]] | ||
+ | |||
+ | * Learning Job - a job which consists of input data, output data(predicted data), job status, job stdout/stderr. | ||
+ | |||
[[File:Meteos-architecture.png]] | [[File:Meteos-architecture.png]] |
Latest revision as of 05:09, 9 December 2016
Architecture
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.
Resource
Meteos manages these resources regarding machine learning.
- Experiment Template - Template which define experiment (e.g. number of master/worker nodes, spark version, base VM image, flavor, network, ...)
- 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. [Supported Prediction Models]
- Learning Job - a job which consists of input data, output data(predicted data), job status, job stdout/stderr.