Big Data: NoSQL Technology and Real-time, Accurate Predictive Analytics
Enjoy this insightful webinar moderated by Matt Aslett, Research Director at 451 Group beginning with a brief overview of Objectivity, Inc. and its products Objectivity/DB, a world class object database and InfiniteGraph, the enterprise proven, scalable and distributed graph database with deployments across multiple major verticals including government, telecom, finance, security, and social networking. Learn how Georgetown University is taking advantage of Objectivity’s products to develop one of the most interconnected databases today. Examining information from all types of sources worldwide in real-time.
J.C. Smart, Director Global Insight Laboratory, Georgetown University- Coming Soon
Leon Guzenda, Founder, Objectivity – a founding member of Objectivity, Inc. in 1988, one of the original architects of Objectivity/DB and Chief Technology Officer. He now consults with the company and works with Objectivity’s Big Data and Analytics customers/partners to deploy Objectivity/DB and InfiniteGraph, a high performance, scalable graph database.
Matt Aslett, Research Director, 451 Group – As Research Director for data management and analytics within 451 Research’s Information Management practice, Matt has overall responsibility for the coverage of operational and analytic databases, data integration, data quality, and business intelligence. Matt’s own primary area of focus is on relational and non-relational databases, data warehousing, data caching, and Hadoop. Matthew is also an expert in open source software and regularly contributes to 451 Research’s open source-related research.
25. J. C. Smart, Ph.D.
Georgetown University
August 2013
Global Insight
26. The world is an important place…
...and it has a few problems
7 billion people, 40,000 cities, 5 billion cell phones, 800 million vehicles, 12 million miles of paved roads, 50,000 airports, ...
27. The world is a complex system of
interdependent complex systems
Climate Population Political Energy
Social Poverty Transportation Trade
Communications Terrorism Crime Health
28. There is an enormous diversity of topics,
scales, fidelity, time, duration, …
Geospatial, cyberspatial, real-time, historical,
predictive, hypothetical, virtual, on and on….
29. Data exists in many different forms….
Real-time Feeds Applications Databases Spreadsheets
Files Photos Audio Sensors
Websites Models Systems Plans/Maps
30. The “High-Yield” Knowledge Phenomena
High-Yield
Potential
Low-Yield
Potential
?
Information Inferiority Information Superiority
“Anything,
Anytime,
Anywhere”
“Some things,
Some of the time,
Somewhere”
Intelligence
Saturation
Knowledge Gap
“Critical Mass”
Intelligence
Starvation
32. Why is “connecting-the-dots” so hard?
• Plumbing: Massive logistics problem to integrate thousands of
government/non-government data systems at scale
Different standards, models, security, infrastructure, procedures,
policies, networks, access, compartments, applications, tools,
protocols, etc. … all at immense scale!
• Protection: Large-scale integration of data resources increases
cyber security risks
Prevention of adversary exploitation of strategic national assets.
• Patterns: Lack of analytic algorithm techniques to automatically
detect data patterns and alert
Transition from “analytic dumpster diving” to early-warning indication
and real-time notification
• Privacy: Significant tension between security and liberty
Who trusts the “watchers”?
Who watches the watchers?
35. Global insight is now possible!
• Techniques derived from innovations at LLNL, DoD,
Raytheon, Georgetown, [many others] – enabled by
HPC
• Extremely powerful, very effective, not for the timid
• Represents global systems
as trillions of interacting
objects
• Scaling, privacy, and
protection achieved through
a unique data to information
transformation (overlay)
technique