For more information on Pharma and Biotech or other ways AWS can help your organization visit us at: aws.amazon.com/health/biotech-pharma
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Data Integration, Analytics, and Machine Learning
AWS reference architecture
Alerts & Notification: Proactively monitor dashboards and operational processes through data-driven
alerts. Real-time and batch predictions generate alerts and notifications that can be pushed to end-users
or stakeholders as well as stored for further tracking and trending.
4
Connected Worker
Bio Reactor/
Unit Operation
Cameras
ML Inference
Event
Process
Event
Send Alarm/
Notification
OFC-UA/Modbus
MQTT
OPC-UA
OPC-DA
Ethernet/
IP
PLC/
DCS
Amazon Kinesis
Data Firehoes
Amazon S3
(Data Lake)
Lambda function
AWS IoT
Greengrass
AWS IoT Greengrass
Connectors
AWS DataSync Agent Historia
Local Storage MES AWS Storage
Gateway
AWS Snowball Edge
AWS Cloud Factory
AWS IoT Core
AWS IoT SiteWise
Connector
Protocol Conversion
Amazon S3
Bucket
AWS Lambda Amazon Kinesis
Data Streams
Amazon Kinesis
Data Streams
Amazon Kinesis
Data Streams
AWS Lambda
Amazon SNS
Notification
of predication
result
Amazon DynamoDB
