iiot-connectivity-patterns.pptx

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Data & Analytics

Firewall
Container
Registry
OPC
publisher
module edgeHub
edgeAgent
…
OPC UA
custom
module
PLC’s
Azure Data
Explorer
• Scalable telemetry store
• Time series analysis
Layer 3
Layer 0 ~ 2
OPC UA
or
1
2
3 4
IoT Hub
or
Azure
IoT Central

Container
Registry
Protocol
translation
module
edgeHub
edgeAgent
…
PLC’s /
RTU
• Scalable telemetry store
• Time series analysis
Layer 3
Layer 0 ~ 2
Modbus
MTConnect
MQTT
…
1
2 3
Azure Data
Explorer
Firewall
IoT Hub
or
Azure
IoT Central

PLC’s MQTT
• Scalable telemetry store
• Time series analysis
Layer 0 ~ 3
1 2 3
Azure Data
Explorer
Firewall
IoT Hub
or
Azure
IoT Central

IoT Hub
Container
Registry
Protocol
translation
module
edgeHub
edgeAgent
…
PLC’s
Layer 2
Layer 0 ~ 1
edgeHub
edgeAgent
…
Layer 3
OPC UA
Modbus
MTConnect
MQTT
…
Docker
register
module
API proxy
module
1 2
3 4
• Scalable telemetry store
• Time series analysis
Azure Data
Explorer
Firewall

Container
Registry
OPC
publisher
module edgeHub
edgeAgent
…
PLC’s
Layer 3
Layer 0 ~ 2
OPC
UA
Kubernetes cluster
KubeVirt virtual machine instance
or
OPC UA
custom
module
1
2
3 4
• Scalable telemetry store
• Time series analysis
Azure
Data Explorer
Firewall
IoT Hub
or
Azure
IoT Central

IoT
Hub(s)
Factory-1
Factory-2
Factory-3
Cloud Gateway subscription
Azure Data
Explorer
Business unit subscription
Other
BU specific
Resources…
Other
Azure
resources
Resource group
Device
Provisioning
Service
Azure Data
Explorer
Business unit subscription
Other
BU specific
Resources…
Other
Azure
resources
Resource group
Event Hubs
Azure
Monitor
Azure IoT Central
+
or
Container
Registry
1
2
2

Sensor(s)
Layer 0 ~ 3
1 2 3
• Scalable telemetry store
• Time series analysis
Azure Data
Explorer
Firewall
IoT Hub
or
Azure
IoT Central

IoT Hub
… edgeHub
edgeAgent
…
Layer 3
• Device management
• Bidirectional communication
• Store & forward
• Supports MQTT, AMQP and
HTTPS
1 2
• Scalable telemetry store
• Time series analysis
Azure Data
Explorer
Firewall

… edgeHub
edgeAgent
…
Layer 3
• Device management
• Bidirectional communication
• Store & forward
• Supports MQTT, AMQP and
HTTPS
• Supports basic dashboards,
rules engine and alerts
Azure IoT Central
1 2
• Scalable telemetry store
• Time series analysis
Azure Data
Explorer
Firewall

Layer 3
• Store & forward
• Supports AMQP, HTTPS and
Kafka
1 2
Event Hubs
• Scalable telemetry store
• Time series analysis
Azure Data
Explorer
Firewall

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Predicting Loan Approval: A Data Science Project

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Predicting Loan Approval: A Data Science Project

Boston Institute of Analytics

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Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...

Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...

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Capstone Project on IBM Data Analytics Program

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Anomaly detection and data imputation within time series

Anomaly detection and data imputation within time series

Anomaly detection and data imputation within time series

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FESE Capital Markets Fact Sheet 2024 Q1.pdf

FESE Capital Markets Fact Sheet 2024 Q1.pdf

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Predicting Loan Approval: A Data Science Project

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Anomaly detection and data imputation within time series

Anomaly detection and data imputation within time series

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FESE Capital Markets Fact Sheet 2024 Q1.pdf

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iiot-connectivity-patterns.pptx

1. Firewall Container Registry OPC publisher module edgeHub edgeAgent … OPC UA custom module PLC’s Azure Data Explorer • Scalable telemetry store • Time series analysis Layer 3 Layer 0 ~ 2 OPC UA or 1 2 3 4 IoT Hub or Azure IoT Central

2. Container Registry Protocol translation module edgeHub edgeAgent … PLC’s / RTU • Scalable telemetry store • Time series analysis Layer 3 Layer 0 ~ 2 Modbus MTConnect MQTT … 1 2 3 Azure Data Explorer Firewall IoT Hub or Azure IoT Central

3. PLC’s MQTT • Scalable telemetry store • Time series analysis Layer 0 ~ 3 1 2 3 Azure Data Explorer Firewall IoT Hub or Azure IoT Central

4. IoT Hub Container Registry Protocol translation module edgeHub edgeAgent … PLC’s Layer 2 Layer 0 ~ 1 edgeHub edgeAgent … Layer 3 OPC UA Modbus MTConnect MQTT … Docker register module API proxy module 1 2 3 4 • Scalable telemetry store • Time series analysis Azure Data Explorer Firewall

5. Container Registry OPC publisher module edgeHub edgeAgent … PLC’s Layer 3 Layer 0 ~ 2 OPC UA Kubernetes cluster KubeVirt virtual machine instance or OPC UA custom module 1 2 3 4 • Scalable telemetry store • Time series analysis Azure Data Explorer Firewall IoT Hub or Azure IoT Central

6. IoT Hub(s) Factory-1 Factory-2 Factory-3 Cloud Gateway subscription Azure Data Explorer Business unit subscription Other BU specific Resources… Other Azure resources Resource group Device Provisioning Service Azure Data Explorer Business unit subscription Other BU specific Resources… Other Azure resources Resource group Event Hubs Azure Monitor Azure IoT Central + or Container Registry 1 2 2

7. Sensor(s) Layer 0 ~ 3 1 2 3 • Scalable telemetry store • Time series analysis Azure Data Explorer Firewall IoT Hub or Azure IoT Central

8. IoT Hub … edgeHub edgeAgent … Layer 3 • Device management • Bidirectional communication • Store & forward • Supports MQTT, AMQP and HTTPS 1 2 • Scalable telemetry store • Time series analysis Azure Data Explorer Firewall

9. … edgeHub edgeAgent … Layer 3 • Device management • Bidirectional communication • Store & forward • Supports MQTT, AMQP and HTTPS • Supports basic dashboards, rules engine and alerts Azure IoT Central 1 2 • Scalable telemetry store • Time series analysis Azure Data Explorer Firewall

10. Layer 3 • Store & forward • Supports AMQP, HTTPS and Kafka 1 2 Event Hubs • Scalable telemetry store • Time series analysis Azure Data Explorer Firewall