online-offline-arc-traing
2018-12-21 10:04:10 1 举报大数据智能ai平台
作者其他创作
大纲/内容
Sampled Predictions
Elasticsearch
DynamoDB Model Repo
Deploy
OFFLINE
DynamoDB Feature Score
Preprocessing Engine
Business Micro Service
Hive/Hbase
System Metrics System／Tensorflow-Dashboard
Kinese
Hive／Elasticsearch
Trained Model
OutComes（Training Set）
Presto job／Airflow Job／Linux Cron／Spark
Training Algorithm
Performance Monitor（Tensorflow-Dashborad On Spark）
ONLINE
Streaming／Flink Engine
RealTime Predict Service
Batch Predict Service（Tensorflow-Spark）
Preprocessing Job
（Data Lake）MySql
Predictions
Batch Traing Job
Metrics
职业： 架构师
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