DEVNET-1163Data in Motion APIs

Create a Hello World with Data in Motion

David A. Maluf, Ph.D.

DEVNET-1163

• Introduction

• Paradigm Shift At the Edge

• Examples and Use Cases

• Programming Data in Motion

• Create a Hello World Now

• Q & A

Agenda

Introduction

Data in Motion and IoT• The Internet of Things (IoT) is a computing concept that describes a future

where everyday physical objects will be connected to the Internet and be able to identify themselves to other devices.

• Cisco Data in Motion (DMo) is a software technology that provides data management and first-order analysis at the edge.

• Cisco Data in Motion provides mechanisms to capture data and control flows within the network translating data into information and ultimately into knowledge for use by higher order applications within a system.

Paradigm Shift with Edge Intelligence

Unified Platform

Network Compute Storage

CLOUD CLOUDEDGE

STORE ANALYZE ACT NOTIFY

Examples and Use Cases

Railway Systems

Fear of Derailment

Underutilized Equipment

Railway Systems

Immediate Response to Equipment Failure

Real-time Health Status of Trains

35% REPLACEBEARINGS

CAR 07

Oil Pipelines

Poor Leak Detection

Limitations in Network Connectivity

Costly Maintenance and Management

Oil Pipelines

Proactive Leak Detection

Predictive ManagementS6 | C026 Pressure

5000kPa

ACTION REQUIRED

MONDAY FRIDAYTHURSDAYTUESDAY WEDNESDAY

20-30% Energy Cost Savings

MONDAY FRIDAYTHURSDAYTUESDAY WEDNESDAY

Programming Data in Motion

Data In Motion Model (details)• Context: Sandbox for an

application with separate URP allowing for the creation and interaction of multiple data analysis operations.

• Dynamic Data Definitions (aka D3): A set of patterns, rules, and actions for a specific analysis task. Multiple D3s may exist within a single context and reference each other for compound or recursive analysis.

Context

D3 D3 D3

The D3 Model (details)• Dynamic Data Definition involve the

relationship of three simple concepts

• Pattern• Condition• Action

Pattern

Protocol Patterns

Condition

Content (aka Payload)

Parameters – Output of Operations

Action

Event (Condition Met)

Call Another D3 within Context

Send to Dynamic Data Stream

Dynamic Data Request

Call Another D3 within Context

Send to Dynamic Data Stream

Dynamic Data Request

The D3 Model (details)• Dynamic Data Definition involve the

relationship of three simple concepts• Pattern• Condition• Action

• Ultimately this breaks down into:• Meta information• Network definition • Application to monitor• Action(s) to take

Meta (1)

D3_Id, Context_ID, Processing Method (Timer, Cache)

Network (01)

Filterby: (protocol {tcp/ip, UDP} Source/Dest IP, Source/Dest Port (multiple ANDed)

Decode: (variable A=first 8 Bits, var B=next 16 bits, etc….)

Application (01)

Filterby:

Protocol: http

Field: content-type:json, etc.

Content

Example: variable Temperature>56

Action (>1)

Type: Primitive

payload

Header

Type: Procedure

FetchData

Gpsupdate()

syslog

Type: Timed

FetchData

Gpsupdate()

syslog

The D3 Model (details)

Sensors

CloudDataCenter

Meta (1)

D3_Id, Context_ID, Processing Method (Timer, Cache)

Network (01)

Filterby: (protocol {tcp/ip, UDP} Source/Dest IP, Source/Dest Port (multiple ANDed)

Decode: (variable A=first 8 Bits, var B=next 16 bits, etc….)

Application (01)

Filterby:

Protocol: http

Field: content-type:json, etc.

Content

Example: variable Temperature>56

Action (>1)

Type: Primitive

payload

Header

Type: Procedure

FetchData

Gpsupdate()

syslog

Type: Timed

FetchData

Gpsupdate()

syslog

{JSON : {Rules can express:

Predicates and FiltersData / Information conversionSummarizationPattern MatchingCategorization & ClassificationEvent Trigger analysisNotifications }}

• Putting it Together

www.slideshare.net/kartben/whats-new-at-eclipse-iot-eclipsecon-2014

Data in Motion API as an Open Source Project• Krikkit initiative originates from Cisco

Data in Motion project

Promotion of Data in Motion products and Data in Motion proliferation across industry

Maintain Leadership in industry for IoT efforts IoT does not have many Standards and Open

Source is way to accelerate IoT innovations with Cisco products

Krikkit is the public API for Data in Motion

»http://eclipse.org/proposals/technology.krikkit/

Create Hello World with Data in Motion

Login To DMo

Login PagePoint your browser to the IP address unique to your workstation

http://[your unique IP]:8000

Requires an IP address of the DMo instance, the port number, a context and the associated password:

IP: 127.0.0.1 Port: 443Context Name: dmolabContext Password: dmo123

Clean StartAn Empty ContextWe need to make sure there are no pre-existing rules.

A Programmed Context

if your screen looks similar to the screen below, please click the Trash Can Icon and Delete rules.

Create a Timer Rule

Polling a SensorMost Real life sensors are Asynchronous, as a result, we need to create a timer rule that will poll the sensors to retreive the Data.

A timer rule is a process that runs periodically (units in millseconds and above) and estabishes a connection to the sensor.

Verifying the Timer Rule

The JSON Payloadif you want to see what the resulting JSON code would look like, you can press the 'see JSON' button.

Create an Event Rule

Turn LED ONNow that we have Setup a Timer Rule and we are polling the Sensors for Data.

We will need to create an Event Rule to apply a filter to the data coming back from the sensor and take action depending on the data value.

• Filter Data• Turn LED OFF [output Port0] when light Sensor

[input Port1] is Dimmed [Value < 100]

Create another Event Rule

Turn LED OFFNow that we have turned the LED ON when Dimming the light on the sensor, we would like to turn the LED back off when the Light Sensor is lit

• Filter Data• Turn LED OFF [output Port0] when light Sensor

[input Port1] is not Dimmed [Value > 100]

Bonus Lab• Setup a Rule that will turn the LED ON when Pressing on the Pressure Sensor

[Pressure Threshold > 10]

• Setup another Rule that will turn the LED OFF when depressing the Pressure Sensor [Pressure Threshold < 10]

• Useful Information

• LED is on [Output Port 1]

• LED value 0 Turns OFF

• LED value 1 Turns ON

• Pressure Sensor is on [Input Port 1]

Thank you

DEVNET-1163Data in Motion APIs

Technology

DEVNET-1175OpenDaylight Service Function Chaining

Kentico CMS 7.0 Intranet Administrator's Guide - DevNet

iOS 7 URL Session & Motion FX APIs

DevNet Module 2 - Elk Tech

APIS M / APIS 15 / APIS 13 / APIS WR / APIS E - skynet.beusers.skynet.be/am259776/APIS FOLDER.pdf · APIS M / APIS 15 / APIS 13 / APIS WR / APIS E APIS, CARAT, AM- 01, DG- 303 ELAN,

DEVNET-1191BGP Enabled Application Development

DevNet Sandbox UC Manager 11.0 and Presence Lab … · CUCM publisher ... video, IM and presence as well as the Collaboration APIs incorporated into Call Manager and Presence. The

DevNet 2016 - Victoria University of Wellington · 2016-12-04 · DevNet Conference Pacific Currents, Global Tides DevNet 2016 W1A – ‘West Papua Panel’ Convenors: Pala Molisa

DEVNET-1185Business Transformation with Enterprise IOT

DevNet Specialization - User Guide

Devnet hospital management system

DEVNET-1106Upcoming Services in OpenStack

DEVNET-1006Getting Started with OpenDayLight

DEVNET-1170Intercloud Microservices with Docker and Nirmata

DEVNET-1142Decomposing Monolithic Applications to Microservices

DEVNET-1139Microservices Case Study

DEVNET-1141Dynamic Dockerized Hadoop Provisioning

SMART DevNet: The Elevator Pitch

DEVNET-1123CSTA - Cisco Security Technical Alliances, New Program for Ecosystem Built on APIs/Integration Points in the Security Portfolio

DEVNET-1165Intercloud Federation Model