Top Banner
park the future. May 4 – 8, 2015 Chicago, IL
28

Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Dec 19, 2015

Download

Documents

Miles Mason
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Spark the future.

May 4 – 8, 2015Chicago, IL

Page 2: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

The Microsoft Architecturefor the Internet of Things (IoT)Kevin Miller, Principal Program Manager, Azure IoT

BRK1552

Page 3: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Agenda

State of the art for IoT

Architecture for building today

Patterns and anti-patterns

Demo

Architecture for the future

Page 4: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Is IoT even a new thing?

Command and control scenarios have much in common with some parts of IoT

But falling hardware costs, cloud services and relatively ubiquitous communications do enable new approaches

Depending on who you ask, IoT is either:

Nothing new

A unicorn

1

2

Magic, and will soon change everything.

We’ve been doing this for 40 years

Page 5: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Most of the early successful IoT deployments were either…

For very complex and expensive devices, where the cost of a custom hardware/software solution is acceptable compared to the cost of the device, or…

For high-volume, homogeneous devices, where the software needs are relatively simple..

IoT solutions until now

Device complexity

# o

f so

luti

ons

Page 6: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Emerging Challenges for ITScale# devices >> # users, and growing fastVolume of data (and network traffic)

PaceInnovation pressure: analysis, command and control, costSkill pressure: data science, new platformsEnvironmentIT/OT collaborationSecurity and privacy threatsEmerging standardsNew competitors

Page 7: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Field Gateway

Device Connectivity & Management

Analytics & Operationalized Insights

Presentation & Business Connectivity

IoT Device & Cloud PatternsD

evi

ces

RTO

S, Li

nux,

Andro

id, iO

S, W

indow

s

Protocol Adaptation

Batch Analytics & Visualizations

Azure HDInsight, AzureML, Power BI,

Azure Data Factory

Hot Path Analytics

Azure Stream Analytics, Azure Storm

Presentation & Business Connections

Websites, Mobile Services

Dynamics, BizTalk Services, Notification Hubs

Hot Path Business Logic

Service Fabric & Actor Framework

Cloud Gateway

Event Hub

Page 8: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Microsoft Azure IoT services

Devices Device Connectivity Storage Analytics Presentation & Action

Event Hubs SQL Database Machine Learning App Service

Service Bus Table/Blob Storage

Stream Analytics Power BI

External Data Sources DocumentDB HDInsight Notification

Hubs

External Data Sources Data Factory Mobile

Services

BizTalk Services

{ }

Page 9: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Build to an architecture that will scale, but start prototyping with a small number of devices.

It’s hard to predict what data provides value -- which impacts which sensors and devices are necessary -- until you build something.

The options can be overwhelming: set crisp goals up front and use those to define and refine.

It’s much easier to work through device identity, management/update and security at small scale.

Pattern: Think big. Start small

Think big, but start small.

Experiment, learn and refine.

Page 10: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

IoT architecture requirements Handle extreme hardware and software heterogeneity.Build for hyper-scale and enable low data latency.Be secure by design; support defense in depth.Lower barriers to entry: evaluate -> prototype -> deploy.Deliver telemetry and notifications that are meaningful even at extreme scale.Provide hot-path and cold-path analysis and action/response.

Page 11: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

It is very hard to predict in advance what data will be useful.

It is tempting, but likely inefficient to try for business transformation in the first step.

Think about not only device telemetry but also diagnostic telemetry.

Privacy and security implications of telemetry are generally lesser than for command and control.

Pattern: Telemetry first

Start with telemetry.

The important data may not be what you expected.

Address privacy, management and security before command & control.

Page 12: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

High scale data ingestion via Event Hub.

High scale stream processing via Stream Analytics (or HDInsight /Storm)

Storage for cold-path analytics

Processing for hot-path analytics

Telemetry today

Event HubStream Analytics

SQL Blob

Page 13: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Real-time analytics for Internet of Things solutions Stream millions of events per second Mission critical reliability, performance and predictable

results Rapid development with familiar SQL-based language

Event Hubs and Stream Analytics• Cloud-scale telemetry ingestion from websites, apps,

and devices• Compatible with more than a million publishers

supporting HTTP, AMQP and MQTT• Ingress millions of events per second • SAS based security, with unique token per publisher• Configurable data retention (1-30 days)• Low latency (<10 ms for volatile data)• Pluggable with other cloud services like Stream Analytics

Event Hub

Stream Analytics

Page 14: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Demo

IoT Telemetry withEvent Hubs and Stream Analytics

Event HubStream Analytics

SQL Blob

Website

Worker (Node.js)

Page 15: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

JavaScript (to Event Hub)var eventBody = { "reading": x, "device_id": id };

ehClient = new EventHubClient({ 'name': "kevinmil-demo", 'namespace': "kevinmil-demo-ns", 'sasKey': <snipped>, 'sasKeyName': "sendTelemetry", 'timeOut': 10, }); var msg = new EventData(eventBody); ehClient.sendMessage(msg, function (messagingResult) {

// <body snipped>});

Page 16: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Stream Analytics (to blob)SELECT device_id as Device_Id, reading as Reading, EventProcessedUtcTime as UTCDateTimeFROM [eventhub]INTO [out2blob]

Page 17: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Stream Analytics (to SQL)SELECT System.TimeStamp as UTCDateTime, device_id as Device_Id, COUNT (*) as CountFROM [iotdemoeventhub] TIMESTAMP BY EventProcessedUtcTimeINTO [alertCounts]WHERE ( CAST(reading AS float) > 115.0 )GROUP BY device_id, SlidingWindow(second, 15)HAVING COUNT(*) > 1

SELECT device_id as Device_Id, reading as Reading, EventProcessedUtcTime as UTCDateTimeFROM [iotdemoeventhub] TIMESTAMP BY EventProcessedUtcTimeINTO [stream2sql]

Page 18: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Demo recapThink about a scalable architecture, but start small, and start with telemetry.

It is straightforward to get a telemetry examplerunning with very limitedcoding.

Page 19: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

In the telemetry example, Event Hub data flows directly into Stream Analytics.

Pattern: Don’t interrupt the fast pathDon’t accidentally create processing bottlenecks.

“Don’t stick your head in the fire hose unless you know what you’re doing.”

• Both components are designed for high scale.

• Don’t process between high-scale components unless you can handle that scale.

Event HubStream Analytics

Page 20: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

The entire organization needs to be focused on security, and that focus must inform the entire product lifecycle.

Pattern: Defense in depthThink about security, identity and manage-ment from the very beginning.

Security is a shared responsibility between Azure and the customer.

RequirementsDesign &

Implementation

Verification & Release Response

Think about security on the device, at the field gateway (if one exists) and in the cloud.

Physical Security, Tamper Detection

Hardware & firmware security, secure boot

Network, protocol & application security

Identity management for devices and users

Data Privacy Protection and Controls

Page 21: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Accelerate time-to-value by easily deploying IoT applications for the most common use cases, such as remote monitoring, asset management, and predictive maintenance.

Azure IoT Suite

Plan and budget appropriately through a simple, predictable business model.

Grow and extend solutions to support millions of assets

Page 22: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Azure IoT Reference Architecture

Solution PortalProvisioning API

Identity & Registry Stores

Stream Event Processor

Analytics/ Machine Learning

Data Visualization & Presentation

Device State Store

Gateway Storage

IP capable devices

Existing IoT devices

Low power devices

Presentation Device and Event ProcessingData Transport

Devices and Data Sources

Cloud Gate-way

AgentLibs

AgentLibs

Control System Worker Role

AgentLibs

Page 23: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

The forthcoming IoT Suite will ease the design and deployment of IoT applications for the most common use cases.

Highly portable client libraries support easy cloud connection for devices and gateways.

IoT Hub will extend Event Hubs to include device provisioning, identity, command & control, and management.

Building to the reference architecture will simplify conversion to the IoT Suite.

Pattern: Build to the reference architectureGet started now and convert easily when the IoT Suite is publically available.

Page 24: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Power BIDemo 2

Adding native clients and PowerBI

Event HubWebsite

Worker (Node.js)

Client Libraries

Client Libraries

Stream Analytics

SQL Blob

Page 25: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Think big (architecture), but start small (experiment, learn and refine).

Start with telemetry. Address privacy, security and manageability before moving to command and control.

Don’t interrupt the fast path and create processing bottlenecks.

Think about security, identity and management from the very beginning, and through the life of the product.

Build to the reference architecture to ease the move to IoT Suite.

Summary

Page 26: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Call to Action

# TitleBRK2572 Create the Internet of Your Things: The

Microsoft Vision for IoTBRK4553 Azure IoT Security Fundamentals

BRK4554 Connecting Your Devices to the Azure IoT Suite

Case Study:Itron , Inc.: SDL Chronicles:

http://www.microsoft.com/en-us /download/details.aspx?id=29856

Page 27: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

Visit Myignite at http://myignite.microsoft.com or download and use the Ignite Mobile App with the QR code above.

Please evaluate this sessionYour feedback is important to us!

Page 28: Depending on who you ask, IoT is either: Nothing new A unicorn Magic, and will soon change everything. We’ve been doing this for 40 years.

© 2015 Microsoft Corporation. All rights reserved.