UMT大数据AI人工智能微服务架构

Kafka

SkyWarking

Automation Script

AI

XXL JOB

OSS/HDFS

GAN

Map/Reduce

Master

DEVOPS

Scikit-learn

Flink CDC

GetWay

BI Report

Numpy

GBM

Docker

Deep Neural Network

Statsmodels

Hive SQL

DWD

语音视频AI能力

ZooKeeper

LOG

Pandas

ETL

Prometheus

ServicePlatform

ES Service

RegisterCenter

Hystrix

ADS

Machine Learning

API

LSTM

Statistics

Artificial Intelligence

EFK

Spark Streaming

Load

Deelp Learning

App-init  Service

AMR Service

TensorFlow

ACS-init Service

Offline

BigData

MxNet

ODS

PyTorh

Keras

DolphinScheduler

Git

Binlog

DataWarehouse

CNN:  Convolutional Neural NetworksRNN:  Recurrent Neural NetworksLSTM: Long Short-Term MemoryGRU:  Gated Recurrent UnitGAN:  Generative Adversarial NetworkGBM:  Gradient Boosting Machines

Extract

+

DLS Service

Redis

DWS

App Service

Transform

Data Platform

......    Tenant N

Maven

KPI Service

K8s

AMP Service

Monitor

DIM:  DimensionODS:  Operational Data StoreDWD: Data Warehouse DetailDWS:  Data Warehouse SummaryADS:   Application Data Service

Caffe

Application

Fluentd

Security

Eureka

DataSource

Public Component

Service Platform

Online

Jenkins

DIM

CNN

Tenant A

License Service

Gateway

Slaver

RNN

GRU

ACS Service

Main DB

Scipy

Spark/SparkSQL