1. Data-Mining and Application Assignment II Using Big Data To
Predict The Future Microsoft Azure Valeri Kopaleishvili ID:
2820140018 COPYRIGHT 2015
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. 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. 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. Video
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. 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. 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. 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. 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. 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. 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. Microsoft Datacenters Microsoft Datacenter in China
Microsoft Datacenter in Chicago
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. DEMO You can go through the web to see and access Microsoft
Azure environment! https://portal.azure.com/#