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Big Data Spatial Analytics – An Introduction · Geospatial in Big Data • Big Data with location in Enterprise Big Data warehouse • Run spatial queries on data where it resides
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Technical Workshop
2013 Esri International User Conference July 8–12, 2013 | San Diego, California
Big Data Spatial Analytics – An Introduction
Marwa Mabrouk Mansour Raad
Esri UC2013 . Technical Workshop .
Agenda
• What is Big Data? • What is Hadoop? • How does Spatial integrate with Big Data and Hadoop?
• How do I get started?
Big Data Spatial Analytics – An Introduction
Esri UC2013 . Technical Workshop .
New Challenges for Organizations
• Better Decision making • Intelligence • Insight/ Foresight
• Social Data Analysis • Log files analysis • Fraud Detection
Big Data Spatial Analytics – An Introduction
Esri UC2013 . Technical Workshop .
Collect Data!!!
Big Data Spatial Analytics – An Introduction
Esri UC2013 . Technical Workshop .
What is Big Data???
Big Data Spatial Analytics – An Introduction
Is it Satellite & Aerial Imagery???
Is it a large network of a million points???
Is it a simple Geodatabase with Billions of records???
Is it this technology called hadoop?
Esri UC2013 . Technical Workshop .
Big Data, a new Data Type
• Volume - Ever growing data, petabytes / zetabytes - Use 350 billion annual meter readings to better predict power
consumption
• Velocity - Time-sensitive, two mins can be too late - Turn 12 TBs of tweets into updates about people’s conditions
during a storm for emergency response
• Variety - Any type of data, text / audio/ video / click streams / other - Exploit documents, images, voice recordings, videos in customer
experience analysis programs to improve customer satisfaction
Esri UC2013 . Technical Workshop . Big Data Spatial Analytics – An Introduction Esri UC2013 . Technical Workshop . Big Data Spatial Analytics – An Introduction
Esri UC2013 . Technical Workshop .
Big Data Partners
Big Data Spatial Analytics – An Introduction
Esri UC2013 . Technical Workshop .
Marwa Mabrouk - [email protected] Mansour Raad - [email protected], http://thunderheadxpler.blogspot.com/ Please fill out the session evaluation
First Offering ID: 2333
Online – www.esri.com/ucsessionsurveys Paper – pick up and put in drop box
Thank you
Esri UC2013 . Technical Workshop . Big Data Spatial Analytics – An Introduction