Cisco Kinetic
An Introduction to Developing for Cisco Kinetic Krishna Chengavalli Technical Marketing Engineer IoT Software DEVNET-1068
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© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
Agenda •
What is IoT?
•
Cisco’s IoT Stack
•
Developing for Cisco’s IoT Stack
•
Walk Through
•
Summary
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
What is IoT?
IoT Leverage Machine Data to deliver Business Benefit Improve Efficiency / Better Customer Experience / Monetize New Business
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
The Impact of IoT Remote Monitoring Real-time Quality Detection
$1B/Year
(Maryland) savings in costs / commuter from faster incidence response times
Preventative Maintenance Safety
OEE Equipment Efficiency) OEE(Overall (Overall $1B/year (US) Equipment Efficiency)
Condition-Based Maintenance
$950/Year/Commuter
savings in theft from crash and grab raids on ATMs
savings in costs/commuter from 42 less hours at lights.
$300K/hour eliminated in downtime costs with predictive analytics Asset Tracking & Management Asset Tracking & Management Real-time Quality Detection DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
6
Decomposing a Successful IoT Project
Connect
Collect
Transform
Deliver
Devices
Data
Data
Data
DEVNET-1068
Analyze & Act
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
7
The Cisco IoT Product Portfolio Organization Implementation Methodology Vertical Market Applications Cloud Data Services Fog Data Services
Cisco Kinetic
Manage Collect
Device Communication Application
Connect © 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
Cisco (IoT Cloud Service): Gateway Management Zero Touch Deployment Predictive Maintenance
Technician Toolkit
Machine Analytics
New Service Creation
1
Gateway Power On
2
Field Tech App
3
Scanning / Claiming
4
Call Home / Register
5
Gateway Provisioning
6
Edge / Fog App Download
7
Connect to Devices / Sensors
8
Data Gathering, Processing, API to Applications
9 01010 01010
App
App
App
App
App
App
101010101 010101010 101010101
01010101010
6
Container
1
Cisco Kinetic
5 4 3 SIM
Gateway
8 7
9
DEVNET-1068
Cisco or 3rd Party Applications
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
9
Cisco Gateway Management Predictive Maintenance
Technician Toolkit
Machine Analytics
New Service Creation
1
Gateway Power On
2
Field Tech App
8
Data Gathering, Processing, API to Applications
9 01010 01010 101010101 010101010 101010101
01010101010 Container
1
SIM
Gateway
8
9
DEVNET-1068
Cisco or 3rd Party Applications
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
10
Empowering the Edge Compute Inside the Network Data Center / Cloud
Business Applications Management
Analytic Systems
IoT Applications
Billing
Microservices
Edge / Fog Processing
Edge / Fog Processing • Optimized hardware footprint • No need for separate compute machinery • Integrated security
• Empowered edge processing • Reduced latency & bandwidth cost
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
11
Cisco (IoT Cloud Services) Services for the Cisco IoT Network
“Brokering” Data Distribution • By Source • By Content • By Rules • By Policy
• Gateway Management (covered in earlier slides) • Remote Access • Application Management • Data Routing
IoT Services
Fog Computing Fabric
IP Network
Distributed Computing Built into the Network, Served by the Cloud DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
12
An Open System 3rd Party M
M
M
C++
C
Java
Filtering
M
M
M
M
Javascript
M
Python
M
M
Ruby
M
Dart
M
Scala
Time-Series Historian Database Event Stream Processing Correlation Aggregation (ParStream)
M
M
M
Connectivity Gateway Management Management
Cisco Networking + Gateway & Connection Management + Microservices (Develop or Buy)
+ IoT Cloud Services + IoT Vertical Applications
M
Device or Controller
Edge Node
Fog Node
Data Center
Cloud
Generating Data
Capturing Data
Aggregating Data
Leveraging Data
Analyzing Data
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
13
Leveraging Data End to End with Cisco Visualization
Analytics
Alerting
Cloud APIs E2E Management Policy Based Data Transformation, Event Processing and Routing E2E Security
Cloud Data Services
Cloud Management of Gateway & Devices
High Performance Data Storage
Data Transformation
Anomaly Detection
Third Party Applications
Fog Data Services
Management
Modbus |
OPC
|
MTC 1.4 |
MTC 1.3 | Other
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
14
Data Delivery to IBM or CAM
Walk through
We need You to make our IoT Solution complete at the Edge, Fog and Cloud.
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
17
Edge & Fog App Development •
Intelligence at Edge •
Take action based on data • Real time response •
Protocol Support •
•
Analytics •
•
Run efficient ML algorithms
Visualization •
•
Interface with various sensors / machines
Provide Vertical Specific Dashboards
IOX Developer Support - https://developer.cisco.com/site/iox/
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
18
IOX App – package_config.ini
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
19
Cisco Kinetic MQTT Client APIs /*Client object instantiation*/ ICloudConnectClient dcClient = new MQTTClientEdge(); /* Initialize the client with Properties and MqttCallbackExtended. props - Properties object which reads the package_config.ini to populate mqtt credentials. callback - MqttCallbackExtended object to decide necessary action required on messageArrival, connectComplete, onDelivery etc.*/ dcClient.init(props, callback); /*The connect API establishes the mqtt connection from the sample app to IoT Data Connect Cloud. */ dcClient.connect(); /*The publish API publishes 'msg' on 'topic' for mqtt broker in IoT DataConnect Cloud */ dcClient.publish(topic(), msg); /*The subscribe API subscribes to 'topicToSubscribe' for mqtt broker in IoT DataConnect Cloud */ dcClient.subscribe(topicToSubscribe);
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
20
Cisco Kinetic Developer Support for Edge •
Intelligence at Edge •
DSL – State Processing at Edge • • • •
Data Inspection & Decision Making Thresholds / Slice / Throttle / Time Series Data Operations Supports Data Reduction Data Delivery Policies in the Cloud
Rules Engine at Edge – Java JAR File • Sample App • Works with RaspberryPi + SenseHat •
•
More SDKs coming soon
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
21
Cisco Kinetic Rules Engine •
Example Rules at Edge using Cisco Kinetic Rule Engine
•
Filtering when brakes.temp in-msg THEN { when msg(brakes.temp) > 5 then { LOG "Brake temp greater than 5" ; } }
•
Broker Data By Content – Do this in the Portal to drive Data Policies
•
Throttling
SEND TO ”BluemixApp" TOPIC ”onlytemp" JSON brakes.temperature;
when abs(msg(engine.temp) - prev(engine.temp)) > 10 THEN THROTTLE(1 m) { SEND TO "starlord" TOPIC "EMAIL/TEMP_CHANGED_10" JSON engine; } •
Time Series TS_UPDATE tempTimeSeries WITH msg(engine.temp) WINDOW (3 sec); temp_avg = ts_avg(tempTimeSeries); temp_count = ts_count(tempTimeSeries);
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
22
Cisco Kinetic Rules Engine APIs /*Instantiate the rule engine object*/ RuleEngine ruleProcessor = new RuleEngine(configFile); /*Pass each message through ProcessData method in rule engine to get a list of actions generated after applying the rule on the message deviceName - Name of the device as defined in the IoT DataConnect portal. message - json string for the message received from Raspberry Pi or read from the file.*/ List messages = ruleProcessor.ProcessData(deviceName, message);
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
23
Cloud Applications •
Vertical Specific Applications Predictive Maintenance – Analytics / Machine Learning • Remote Expert – Build on Remote Access Feature •
•
Visualization •
Uses Aggregated Data from the sensors • Custom Dashboards – Fleet Mgmt / Robot Maintenance Support •
Admin & Management Apps •
Integrate with Workflow • Uses Portal APIs • Gateway / Device Deployment App • Alert / Notification Apps
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
24
Cisco Kinetic Developer Support for Cloud •
Portal APIs •
REST APIs • Swagger style • Admin & Management •
Data Consumer / Command Publisher •
Sample AMQP client to consume data •
•
Extend to pull data into your Applications
Sample AMQP client to send commands to Devices •
Extend to send commands from your Applications
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
25
Supported Platforms •
IOX Apps •
IR8x9 • Python – Easy to Prototype • Java •
DSLinks •
X86 running Linux • Java • DART • C
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
26
Continue Your Education •
Demos in the Cisco campus
•
Walk-in Self-Paced Labs
•
Lunch & Learn
•
Meet the Engineer 1:1 meetings
•
Related sessions: •
DEVNET-2598 DevNet Workshop-Deep Dive into Cisco IoT Operations Platform • DEVNET-2093 An Introduction to Cisco IoT Operations Platform • DEVNET-2404 DevNet Workshop- Deep Dive into Cisco IoT Operations Platform • DEVNET-1777- An Introduction to the IoT Ecosystem-Casey Bleeker is the speaker
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
27
Complete Your Online Session Evaluation •
Give us your feedback to be entered into a Daily Survey Drawing. A daily winner will receive a $750 gift card.
•
Complete your session surveys through the Cisco Live mobile app or on www.CiscoLive.com/us. Don’t forget: Cisco Live sessions will be available for viewing on demand after the event at www.CiscoLive.com/Online.
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
Thank you
Cisco Spark Questions? Use Cisco Spark to chat with the speaker after the session
How 1.
Find this session in the Cisco Live Mobile App
2.
Click “Join the Discussion”
3.
Install Spark or go directly to the space
4.
Enter messages/questions in the space
Cisco Spark spaces will be available until July 3, 2017.
cs.co/ciscolivebot#DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
Agenda •
What is IoT?
•
Cisco’s IoT Stack
•
Developing for Cisco’s IoT Stack
•
Walk Through
•
Summary
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
What is IoT?
IoT Leverage Machine Data to deliver Business Benefit Improve Efficiency / Better Customer Experience / Monetize New Business
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
The Impact of IoT Remote Monitoring Real-time Quality Detection
$1B/Year
(Maryland) savings in costs / commuter from faster incidence response times
Preventative Maintenance Safety
OEE Equipment Efficiency) OEE(Overall (Overall $1B/year (US) Equipment Efficiency)
Condition-Based Maintenance
$950/Year/Commuter
savings in theft from crash and grab raids on ATMs
savings in costs/commuter from 42 less hours at lights.
$300K/hour eliminated in downtime costs with predictive analytics Asset Tracking & Management Asset Tracking & Management Real-time Quality Detection DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
6
Decomposing a Successful IoT Project
Connect
Collect
Transform
Deliver
Devices
Data
Data
Data
DEVNET-1068
Analyze & Act
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
7
The Cisco IoT Product Portfolio Organization Implementation Methodology Vertical Market Applications Cloud Data Services Fog Data Services
Cisco Kinetic
Manage Collect
Device Communication Application
Connect © 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
Cisco (IoT Cloud Service): Gateway Management Zero Touch Deployment Predictive Maintenance
Technician Toolkit
Machine Analytics
New Service Creation
1
Gateway Power On
2
Field Tech App
3
Scanning / Claiming
4
Call Home / Register
5
Gateway Provisioning
6
Edge / Fog App Download
7
Connect to Devices / Sensors
8
Data Gathering, Processing, API to Applications
9 01010 01010
App
App
App
App
App
App
101010101 010101010 101010101
01010101010
6
Container
1
Cisco Kinetic
5 4 3 SIM
Gateway
8 7
9
DEVNET-1068
Cisco or 3rd Party Applications
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
9
Cisco Gateway Management Predictive Maintenance
Technician Toolkit
Machine Analytics
New Service Creation
1
Gateway Power On
2
Field Tech App
8
Data Gathering, Processing, API to Applications
9 01010 01010 101010101 010101010 101010101
01010101010 Container
1
SIM
Gateway
8
9
DEVNET-1068
Cisco or 3rd Party Applications
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
10
Empowering the Edge Compute Inside the Network Data Center / Cloud
Business Applications Management
Analytic Systems
IoT Applications
Billing
Microservices
Edge / Fog Processing
Edge / Fog Processing • Optimized hardware footprint • No need for separate compute machinery • Integrated security
• Empowered edge processing • Reduced latency & bandwidth cost
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
11
Cisco (IoT Cloud Services) Services for the Cisco IoT Network
“Brokering” Data Distribution • By Source • By Content • By Rules • By Policy
• Gateway Management (covered in earlier slides) • Remote Access • Application Management • Data Routing
IoT Services
Fog Computing Fabric
IP Network
Distributed Computing Built into the Network, Served by the Cloud DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
12
An Open System 3rd Party M
M
M
C++
C
Java
Filtering
M
M
M
M
Javascript
M
Python
M
M
Ruby
M
Dart
M
Scala
Time-Series Historian Database Event Stream Processing Correlation Aggregation (ParStream)
M
M
M
Connectivity Gateway Management Management
Cisco Networking + Gateway & Connection Management + Microservices (Develop or Buy)
+ IoT Cloud Services + IoT Vertical Applications
M
Device or Controller
Edge Node
Fog Node
Data Center
Cloud
Generating Data
Capturing Data
Aggregating Data
Leveraging Data
Analyzing Data
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
13
Leveraging Data End to End with Cisco Visualization
Analytics
Alerting
Cloud APIs E2E Management Policy Based Data Transformation, Event Processing and Routing E2E Security
Cloud Data Services
Cloud Management of Gateway & Devices
High Performance Data Storage
Data Transformation
Anomaly Detection
Third Party Applications
Fog Data Services
Management
Modbus |
OPC
|
MTC 1.4 |
MTC 1.3 | Other
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
14
Data Delivery to IBM or CAM
Walk through
We need You to make our IoT Solution complete at the Edge, Fog and Cloud.
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
17
Edge & Fog App Development •
Intelligence at Edge •
Take action based on data • Real time response •
Protocol Support •
•
Analytics •
•
Run efficient ML algorithms
Visualization •
•
Interface with various sensors / machines
Provide Vertical Specific Dashboards
IOX Developer Support - https://developer.cisco.com/site/iox/
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
18
IOX App – package_config.ini
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
19
Cisco Kinetic MQTT Client APIs /*Client object instantiation*/ ICloudConnectClient dcClient = new MQTTClientEdge(); /* Initialize the client with Properties and MqttCallbackExtended. props - Properties object which reads the package_config.ini to populate mqtt credentials. callback - MqttCallbackExtended object to decide necessary action required on messageArrival, connectComplete, onDelivery etc.*/ dcClient.init(props, callback); /*The connect API establishes the mqtt connection from the sample app to IoT Data Connect Cloud. */ dcClient.connect(); /*The publish API publishes 'msg' on 'topic' for mqtt broker in IoT DataConnect Cloud */ dcClient.publish(topic(), msg); /*The subscribe API subscribes to 'topicToSubscribe' for mqtt broker in IoT DataConnect Cloud */ dcClient.subscribe(topicToSubscribe);
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
20
Cisco Kinetic Developer Support for Edge •
Intelligence at Edge •
DSL – State Processing at Edge • • • •
Data Inspection & Decision Making Thresholds / Slice / Throttle / Time Series Data Operations Supports Data Reduction Data Delivery Policies in the Cloud
Rules Engine at Edge – Java JAR File • Sample App • Works with RaspberryPi + SenseHat •
•
More SDKs coming soon
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
21
Cisco Kinetic Rules Engine •
Example Rules at Edge using Cisco Kinetic Rule Engine
•
Filtering when brakes.temp in-msg THEN { when msg(brakes.temp) > 5 then { LOG "Brake temp greater than 5" ; } }
•
Broker Data By Content – Do this in the Portal to drive Data Policies
•
Throttling
SEND TO ”BluemixApp" TOPIC ”onlytemp" JSON brakes.temperature;
when abs(msg(engine.temp) - prev(engine.temp)) > 10 THEN THROTTLE(1 m) { SEND TO "starlord" TOPIC "EMAIL/TEMP_CHANGED_10" JSON engine; } •
Time Series TS_UPDATE tempTimeSeries WITH msg(engine.temp) WINDOW (3 sec); temp_avg = ts_avg(tempTimeSeries); temp_count = ts_count(tempTimeSeries);
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
22
Cisco Kinetic Rules Engine APIs /*Instantiate the rule engine object*/ RuleEngine ruleProcessor = new RuleEngine(configFile); /*Pass each message through ProcessData method in rule engine to get a list of actions generated after applying the rule on the message deviceName - Name of the device as defined in the IoT DataConnect portal. message - json string for the message received from Raspberry Pi or read from the file.*/ List messages = ruleProcessor.ProcessData(deviceName, message);
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
23
Cloud Applications •
Vertical Specific Applications Predictive Maintenance – Analytics / Machine Learning • Remote Expert – Build on Remote Access Feature •
•
Visualization •
Uses Aggregated Data from the sensors • Custom Dashboards – Fleet Mgmt / Robot Maintenance Support •
Admin & Management Apps •
Integrate with Workflow • Uses Portal APIs • Gateway / Device Deployment App • Alert / Notification Apps
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
24
Cisco Kinetic Developer Support for Cloud •
Portal APIs •
REST APIs • Swagger style • Admin & Management •
Data Consumer / Command Publisher •
Sample AMQP client to consume data •
•
Extend to pull data into your Applications
Sample AMQP client to send commands to Devices •
Extend to send commands from your Applications
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
25
Supported Platforms •
IOX Apps •
IR8x9 • Python – Easy to Prototype • Java •
DSLinks •
X86 running Linux • Java • DART • C
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
26
Continue Your Education •
Demos in the Cisco campus
•
Walk-in Self-Paced Labs
•
Lunch & Learn
•
Meet the Engineer 1:1 meetings
•
Related sessions: •
DEVNET-2598 DevNet Workshop-Deep Dive into Cisco IoT Operations Platform • DEVNET-2093 An Introduction to Cisco IoT Operations Platform • DEVNET-2404 DevNet Workshop- Deep Dive into Cisco IoT Operations Platform • DEVNET-1777- An Introduction to the IoT Ecosystem-Casey Bleeker is the speaker
DEVNET-1068
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
27
Complete Your Online Session Evaluation •
Give us your feedback to be entered into a Daily Survey Drawing. A daily winner will receive a $750 gift card.
•
Complete your session surveys through the Cisco Live mobile app or on www.CiscoLive.com/us. Don’t forget: Cisco Live sessions will be available for viewing on demand after the event at www.CiscoLive.com/Online.
© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public
Thank you
