Azure IoT Sam George Director, Azure IoT BRK4025 5/31/2018 3:23 PM

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Presentation transcript:

Azure IoT Sam George Director, Azure IoT BRK4025 5/31/2018 3:23 PM © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Microsoft IoT is already delivering great results across industries Improves access to production and supply chain data worldwide, reducing downtime costs by as much as $300,000 per day Microsoft IoT is already delivering great results across industries Chillers restart 9x faster than unconnected equipment, avoiding more than $300,000 in hourly downtime costs By analyzing driving trends on its own patrol fleet, RAC has reduced its accident rate by 25%, and reduced fuel usage by 20% - reporting annual savings of $1.8 million Tetra Pak's IoT business results show down-time cut down by up to 48 hours for each packaging line saving up to 30,000 Euros for customers. “ “Finning's IoT solution has enabled customers to quickly solve business problems from a dashboard, transport more than 1 million additional tons of cargo via machine learning, reduce fuel consumption by reducing ideling by 17%, and increase ROI and competitiveness for the long term.” By telling farmers such things as when to irrigate, how to control diseases and where to fight pests, agroNET provides an action plan to maximize efficiency. This solution has seen yield increases of 30% due to data & machine learning informed irrigation decisions and reductions in water use by 20%.” Cutting fuel usage by 1 percent could save $250,000 per plane per year Gathers data from sensors and systems to create valuable business intelligence and reduce downtime by 50% Ensure the licorice extruders on Twizzler’s production line are performing at peak optimization, saving over $500K/year on licorice alone.

5/31/2018 3:23 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

IoT Solutions Have a Common Pattern Things Insights Actions

The IoT Pattern is Broadly Applicable Across Industries 5/31/2018 3:23 PM The IoT Pattern is Broadly Applicable Across Industries Drone Cows Aircrafts Street sweepers Auto Electric charging stations Fryers Oil equipment Dogs Vending machines Buses Power plant Buildings Factory floor Elevators Oil distribution IoT Racing Trucks Power tools Vaccine dispensers Mining equipment Surveillance Engines Postboxes Smart meters Smart grids Medical devices © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

IoT projects can be complex 5/31/2018 3:23 PM IoT projects can be complex Difficult to maintain cohesive security Time-consuming to get started Incompatible with existing infrastructure Challenging to scale over time © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

A more realistic view… … and why IoT needs simplifying Things Insights Fault tolerance Deployment Data storage Solution scale Business process integration Enterprise integration Cold path analytics Provisioning devices Cost management Operations monitoring Device recovery Internationalization High availability Updating devices Cloud-to-device commands Transport protocols Device lifecycle Warm path analytics Things Insights Actions Drivers Disaster recovery Hot path analytics Device updates Data ownership < ---- END-TO-END SECURITY ---- > Data visualization On device analytics Manufacturing scale Industry and government compliance HW certification Securing data … and why IoT needs simplifying Device commercialization

Microsoft is simplifying IoT 5/31/2018 Microsoft is simplifying IoT © 2012 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Microsoft is simplifying IoT Easier to build secure, scalable solutions from device to cloud Easier to provision devices at scale Easier to manage devices at scale Easier to find insights from your IoT devices Easier to infuse devices with intelligence Easier to benefit from IoT

Microsoft is simplifying IoT 5/31/2018 3:23 PM Microsoft is simplifying IoT Azure IoT Suite Preconfigured solutions for common IoT scenarios Remote Monitoring | Predictive Maintence | Connected Factory Microsoft IoT Central Fully managed IoT SaaS No cloud solution expertise required PaaS SaaS Azure IoT Hub Azure Stream Analytics Azure Time Series Insights Azure Machine Learning Azure Logic Apps More © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Choosing Between Approaches 5/31/2018 3:23 PM Choosing Between Approaches Azure IoT Suite Microsoft IoT Central Primary usage Custom solutions that need maximum flexibility Straightforward IoT solutions that don’t require deep service customization Access to underlying PaaS Services Access to the underlying Azure services to manage them, or replace them as needed. SaaS. Fully managed solution, underlying services aren't exposed. Flexibility High. The code for the microservices is open source to be modified. Medium. leverage built-in browser based user experience to customize the solution model and aspects of the UI. Skill level Medium-High Java or .NET skills are required to customize the solution back end. JavaScript are required to customize the visualization. Low Modeling skills are required to customize the solution.  No coding skills are required. Get started experience Preconfigured solutions implement common IoT scenarios. Can be deployed in minutes. Templates provide pre-built models. Can be deployed in minutes. Pricing You can fine-tune the services to control the cost. Simple, predictable pricing structure. © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Announcing: Azure IoT Suite – Remote Monitoring Update Device Connectivity & Management Data Ingestion and Command & Control Stream Processing & Predictive Analytics Workflow Automation and Integration Dashboards and Visualization Preconfigured Solutions Predictive maintenance Remote monitoring Connected factory

New Microservice Based Architecture 5/31/2018 3:23 PM New Microservice Based Architecture Available in both .NET and Java, both Open Source Devices Back end systems and processes Web App Active Directory Cosmos DB Microservices VM Simulator IoT Hub Logic Apps Orchestrator © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure IoT Suite Connected factory Connect to on-premesis OPC devices in minutes Control OPC devices Capture telemetry Visualize telemetry in Azure Time Series Insights

Microsoft IoT Central Device Connectivity & Management Telemetry Ingestion and Command & Control Monitoring Rules & Triggered Actions User roles and permissions Dashboards, Visualization & Insights Fully Hosted & Managed by Microsoft

Microsoft IoT Central Builders Administrators Operators Template Management Rules & Workflows Digital-twin Management Product Modeler App Manager User Management Identity Management Time-series Insights Asset Visualizations Intuitive discoverability Device Management

Microsoft is simplifying IoT 5/31/2018 3:23 PM Microsoft is simplifying IoT Azure IoT Suite Preconfigured solutions for common IoT scenarios Remote Monitoring | Predictive Maintence | Connected Factory Microsoft IoT Central Fully managed IoT SaaS No cloud solution expertise required Azure IoT Hub IoT cloud gateway, secure, bi-directional communication with billions of devices sending trillions of messages Azure IoT Hub Device Provisioning Service Fully managed service for securely provisioning devices at scale © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure IoT Hub Bi-directional communication 5/31/2018 3:23 PM Azure IoT Hub Bi-directional communication Enterprise scale & integration End-to-End Security Millions of Devices Multi-language, open source SDKs HTTPS/AMQPS/MQTTS Send Telemetry Receive Commands Device Management Device Twins Queries & Jobs Billions of messages Scale up and down Declarative Message Routes File Upload WebSockets & Multiplexing Azure Monitor Azure Resource Health Configuration Management Per Device Certificates Per Device Enable/Disable TLS Security X.509 Support IP Whitelisting/Blacklisting Shared Access Polices Firmware/Software Updates © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure IoT Hub Device Management 5/31/2018 3:23 PM Azure IoT Hub Device Management Query Power plant Software Firmware Configuration Elevators Device twin Device twin Smart meters IoT Hub Medical devices Buildings © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure IoT Hub Device Management 5/31/2018 3:23 PM Azure IoT Hub Device Management Query Power plant Elevators Device twin Device twin Desired Desired Smart meters Reported Reported Tags Methods Methods IoT Hub Medical devices Jobs Buildings Schedule and broadcast Device twin changes across large fleets © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure IoT Hub Message Routes 5/31/2018 3:23 PM Azure IoT Hub Message Routes Remember email before inbox rules? Devices IoT Hub IoT Solution Alarm Queue Routing Logic Event Processing Queue Storage Queue © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure IoT Hub Message Routes 5/31/2018 3:23 PM Azure IoT Hub Message Routes Automatically route messages based on headers or JSON message body Event Hubs, Service Bus, Storage Devices IoT Hub IoT Solution WHERE message.header CONTAINS alarm Alarm Queue Routing Logic Event Processing Queue Storage Queue © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

IoT Device Provisioning Challenges 5/31/2018 3:23 PM IoT Device Provisioning Challenges Adding devices to an IoT solution has historically been very manual And error prone X X X X IoT Hub US IoT Hub Germany IoT Hub China © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

IoT Device Provisioning Challenges 5/31/2018 3:23 PM IoT Device Provisioning Challenges What IoT needs is “plug and play” device provisioning Where the automation and repeatability controlled in a central location © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Available: Azure IoT Hub Device Provisioning Service 5/31/2018 3:23 PM Available: Azure IoT Hub Device Provisioning Service Azure IoT Hub Device Provisioning Service IoT Hub US IoT Hub Germany IoT Hub China © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Available: Azure IoT Hub Device Provisioning Service 5/31/2018 3:23 PM Available: Azure IoT Hub Device Provisioning Service Global availability Simplify with “plug and play” provisioning Minimize manual connection requirements Enhanced security through HSM Works in harmony with Azure IoT Hub Azure IoT Hub Device Provisioning Service © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Microsoft is simplifying IoT 5/31/2018 3:23 PM Microsoft is simplifying IoT Azure IoT Suite Preconfigured solutions for common IoT scenarios Remote Monitoring | Predictive Maintence | Connected Factory Microsoft IoT Central Fully managed IoT SaaS No cloud solution expertise required Azure IoT Hub IoT cloud gateway, secure, bi-directional communication with billions of devices sending trillions of messages Azure IoT Hub Device Provisioning Service Fully managed service for securely provisioning devices at scale Azure Time Series Insights Explore and analyze time series data fast, and at scale with a fully managed offering © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

IoT Devices and “Time-Series” Data 5/31/2018 3:23 PM IoT Devices and “Time-Series” Data IoT sensor data typically consists of time base measurements Storing, indexing, querying, analyzing, visualizing can be challenging Especially considering “IoT scale” Devices Storage © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Azure Time Series Insights 5/31/2018 3:23 PM Azure Time Series Insights IoT scale time-series data store Schema-less store, just send data Easy IoT Hub connection Store, query and visualize billions of events Simple and fast navigation © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Microsoft is simplifying IoT 5/31/2018 3:23 PM Microsoft is simplifying IoT Azure IoT Suite Preconfigured solutions for common IoT scenarios Remote Monitoring | Predictive Maintence | Connected Factory Microsoft IoT Central Fully managed IoT SaaS No cloud solution expertise required Azure IoT Hub IoT cloud gateway, secure, bi-directional communication with billions of devices sending trillions of messages Azure IoT Hub Device Provisioning Service Fully managed service for securely provisioning devices at scale Azure Time Series Insights Explore and analyze time series data fast, and at scale with a fully managed offering Azure IoT Edge Securely distribute cloud intelligence locally, and at scale © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Waves of Innovation Cloud IoT Edge AI Globally available, unlimited compute resources IoT Harnessing signals from sensors and devices, managed centrally by the cloud Edge Intelligence offloaded from the cloud to IoT devices AI Breakthrough intelligence capabilities, in the cloud and on the edge

IoT in the Cloud and on the Edge Microsoft Azure IoT in the Cloud and on the Edge IoT in the Cloud Remote monitoring and management Merging remote data from multiple IoT devices Infinite compute and storage to train machine learning and other advanced AI tools IoT on the Edge Low latency tight control loops require near real-time response Protocol translation & data normalization Privacy of data and protection of IP Symmetry

IoT Pattern Microsoft Azure Azure IoT Hub Cloud Gateway Insights Things Cloud Gateway Insights Actions

IoT Pattern + Edge Microsoft Azure Azure IoT Edge Azure IoT Hub Things Cloud Gateway Insights Actions Insights Actions

High Level Topology Azure Customer Solution IoT Hub IoT Device Azure IoT Edge IoT Device Azure IoT Edge

Azure IoT Edge Azure IoT Edge IoT Hub Container based workloads Azure Functions Azure Stream Analytics Azure Machine Learning Cognitive Services Offline / Synchronized Device Twins Local Storage Container Management Local IoT Hub HA/DR, Cloud Dev/Test Support Devices Azure IoT Edge   IoT Hub Azure Machine Learning (Container) Azure Stream Analytics (Container) Azure Functions (Container) Cognitive Services (Container) Custom Code (Container) Module Twin Module Twin Module Twin Module Twin Module Twin Module Twin Module Twin IoT Hub Container Management Local Storage Device Twin Device Twin Module Twin Module Twin Module Twin Module Twin Module Twin Module Twin Module Twin Module Twin Device Twin Module Twin Module Twin Module Twin Device Twin

Hardware for Azure IoT Edge Ability to run on devices smaller than a Raspberry Pi 128MB memory Support best in class operating systems such as Windows, and Linux

Microsoft Worldwide Partner Conference 2016 5/31/2018 3:23 PM © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Driving Security Innovation: 7 Properties of Device Security 5/31/2018 3:23 PM Driving Security Innovation: 7 Properties of Device Security Well understood security principles and practices Device security rooted in hardware, but guarded with secure, evolving software aka.ms/7properties © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Device to Cloud Security Security Program for Azure IoT Response Device protection Threat resistance Data protection in-motion Cloud security Device Management Device Recovery Device-specific repudiation Trusted Platform Module (TPM) Windows Device Health Attestation* Secure Boot BitLocker DICE Windows as a Service Device Guard Windows Firewall Windows Defender* X.509/TLS-Based Handshake and Encryption Encryption at Rest Azure Active Directory Key Vault Policy-Based Access Control IP- based blocking Secure Device Registration Standards-based best practices *Only available on Windows IoT Enterprise

Security Program for Azure IoT SUSAN: nothing to change here for now. Security Program for Azure IoT Microsoft’s Security Program Trusted security auditors trained on Azure IoT Discover issues, get recommended remediations Keep your IoT Solution secure 10th Magnitude AppSec Labs LTD AUJAS Information Risk Services Casaba Security LLC Crowe Horwath LLP CyberX Microsoft Enterprise Services OccamSec LLC Praetorian SecureGUARD GmbH Tech Mahindra Unisys Corporation Not all partners may be listed; check internetofyourthings.com for latest status

Comprehensive set of offerings for IoT Microsoft IoT Central IoT SaaS Microsoft Connected Field Service Field Service SaaS IoT Solutions (SaaS) Azure IoT Suite IoT Solutions (PaaS) Remote Monitoring Predictive Maintenance Connected factory Azure IoT Device SDK Azure IoT Edge Azure IoT Hub Azure Stream Analytics Azure HD Insight Spark, Storm, Kafka Microsoft Flow Microsoft Power BI Certified Devices Azure Certified for IoT Azure IoT Hub Device Provisioning Service Azure Time Series Insights Azure Event Hubs Azure Logic Apps Azure Active Directory PaaS Services & Device Support Security Program for Azure IoT Azure Machine Learning Azure Data Lake Analytics Notification Hubs Azure Monitor Windows 10 IoT Core Cosmos DB Azure Data Lake Azure Websites Device Support Edge Support IoT Services Data & Analytics Services Visualization & Integration Services

IoT Sessions @ Ignite Day Session Speaker Time Location Mon 25th Tues 5/31/2018 3:23 PM Day Session Speaker Time Location Mon 25th Introduction to Windows IoT Adi Hariharan 4 - 5:15 PM OCCC West Hall F3-4 Overview of how Azure can help with your IoT solution Sam George Hyatt Windermere X Tues 26th Microsoft IoT: When you connect your business with IoT, the opportunities are endless 9:- 10:15 AM OCCC Chapin Theater W320 Cool Devices in Windows IoT 10:50 - 11:10 AM OCCC S – Expo Theater #10 Zero touch device registration with Azure IoT Nicole Berdy Olivier Bloch 11:30- 12:15 PM Hyatt Windermere W Building Reliable IoT Solutions in the Cloud, Fast Cory Newton-Smith 12:30 - 1:45 PM Hyatt Windermere Y Weds 27th Enable Edge Computing with Azure IoT Edge Olivier Bloch  9- 10:15 AM Towards a trustworthy internet of things Arjmand Samuel 12 - 1:45 PM Put your time series data to work for your business OP Ravi Jason Killeleagh 3:15 - 4:00 PM Thurs 28th Enable IoT Scenarios with Edge Computing 10 - 11:10 AM OCCC South – Expo Theater #10 Get started developing with Azure IoT Tips and tricks to help your IoT solution scale 2 - 2:45 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Please evaluate this session Tech Ready 15 5/31/2018 Please evaluate this session From your Please expand notes window at bottom of slide and read. Then Delete this text box. PC or tablet: visit MyIgnite https://myignite.microsoft.com/evaluations Phone: download and use the Microsoft Ignite mobile app https://aka.ms/ignite.mobileapp Your input is important! © 2012 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

5/31/2018 3:23 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.