1. 1. Data-Mining and Application Assignment II Using Big Data To Predict The Future Microsoft Azure Valeri Kopaleishvili ID: 2820140018 COPYRIGHT 2015
2. 2. How Microsofts using big data to predict traffic jams up to an hour in advance More than half of the worlds population now lives in cities and suburbs, and as just about any of these billions of people can tell you, urban traffic can be a nightmare. Cars stack up bumper-to-bumper, clogging our highways, jangling our nerves, taxing our patience, polluting our air, and taking a toll on our productivity. In short, traffic jams impair on our emotional, physical, and economic wellbeing.
3. 3. Traffic Prediction Project plans to combine all available traffic dataincluding both historic and current information gleaned from transportation departments, Bing traffic maps, road cameras and sensors, and the social networks of the drivers themselvesto create a solution that gets motorists from point A to point B with minimal stop-and-go. By using algorithms to process all these data, the project team intends to predict traffic jams accurately so that drivers can make smart, real-time choices, like taking an alternative route, using public transit, or maybe even just postponing a trip. The Microsoft researchers have tested their prediction model in some of the worlds most traffic-challenged cities: New York, Los Angeles, London, and Chicago. The model achieved a prediction accuracy of 80 percent.
4. 4. Achieving reliable predictions will involve processing terabytes of data, which is why the researchers are using Microsoft Azure as the platform for the service. The exceptional scalability, big storage capacity, and huge computational power. Microsoft Azure is cloud- based, running the Traffic Prediction service on Azure makes it accessible to all users, in real time.
5. 5. Video
6. 6. Microsoft Azure is a cloud computing platform and infrastructure, created by Microsoft, for building, deploying and managing applications and services through a global network of Microsoft- managed datacenters. It provides both PaaS and IaaS services and supports many different programming languages, tools and frameworks.
7. 7. Its IaaS + PaaS Azure is the only major cloud platform as an industry leader for both infrastructure-as-a- service (IaaS) and platform-as-a-service (PaaS). This powerful combination of managed and unmanaged services lets you build, deploy, and manage application.
8. 8. Its hybrid ready Its enterprise-proven hybrid cloud solutions give you the best of both worlds, expanding your IT options without added complexity. With Azure, data storage, backup, and recovery become more efficient and economical. Its also easier to build applications that span both on-premises and the cloud.
9. 9. Its open and flexible Azure supports any operating system, language, tool, and framework from Windows to Linux, SQL Server to Oracle, C# to Java. It puts the best of Windows and Linux ecosystems at your fingertips, so you can build great applications and services that work with every device.
10. 10. Its always up, always on Azure offers a 99.95% availability , 24x7 tech support, and round-the-clock service health monitoring. Thats why more than 57% of Fortune 500 companies rely on Azure today..
11. 11. Its economical and scalable Azure can quickly scale up or down to match demand, so you only pay for what you use. Per-minute billing and a commitment to match competitor prices for popular infrastructure services like compute, storage and bandwidth means youre always getting unbeatable price for performance.
12. 12. Its Everywhere Azure runs on a growing global network of Microsoft-managed datacenters across 19 regions, giving you a wide range of options for running applications and ensuring your customers always get great performance. Azure is the first multinational cloud provider in mainland China and is continuing to expand to new regions around the globe.
13. 13. Microsoft Datacenters Microsoft Datacenter in China Microsoft Datacenter in Chicago
14. 14. The idea is to use the data to predict the future. We can use these data to predict the future in business, in Medicine, in Sport and in daily life (e.x in traffic ). Microsoft research team are using all sources (traffic maps, road cameras and sensors, social networks and etc) to collect the data combine them to each other and get the result. To do these everything you need solution , tools . Microsoft provide this for us Microsoft Azure it helps business to make their business more easy way without buy expensive servers, computers, databases and etc. You can use Microsoft Azure as a service for your business!
15. 15. DEMO You can go through the web to see and access Microsoft Azure environment! https://portal.azure.com/#