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Graph Databases , why, when and how ?
- 1. @alaa_mahmoud @alaa_mahmoud - mahmouda@us.ibm.com Alaa Abou Mahmoud IBM Graph Dev - Master Inventor Intro to Graph Why, When & How?
- 2. @alaa_mahmoud Graph Databases are the fastest Growing DB Engine https://medium.com/@dmontag/technology-brief-neo4j-mongodb-rdbms-8ab48bec799#.995993k8c
- 3. @alaa_mahmoud Bob Alice Friends With id Name Age Location 1 Bob 32 Boston 2 Alice 21 San Diego User 1 User 2 1 2 id Post 1 Graphs are cool! User Post 1 1 2 1 Graphs are cool Users Users PostsPosts Friends Bob Alice Friends With Graphs are cool Social Network
- 4. @alaa_mahmoud The paper written by Leonhard Euler on the Seven Bridges of Königsberg and published in 1736 is regarded as the first paper in the history of graph theory. History
- 5. @alaa_mahmoud Node Node Edge Node Graphs A graph is a representation of a set of nodes where some pairs of nodes are connected by edges.
- 6. @alaa_mahmoud Node Node Edge Node Property Graphs Property 1 Property 2 Property 3 Property 1 Property 2 Property 4 Property 5 Property 6 Property 1 Property 2 Property 8 Property 4 Property 5 Property 6 Property 4 Property 6
- 7. @alaa_mahmoud You only use Graph Databases with Social Networks! Myth
- 8. @alaa_mahmoud THIS IS A GRAPH!
- 9. @alaa_mahmoud Bob Graph Team Visualizatio n Group ERB Team Analytics Departme nt Team Outing “Intro to Graph” Document Server A Works at Part of Leads Logged to Creates Organizes Alice QA Team Toast Masters Part Of Part of Leads Logged to Manages Edits Works at Manager Of And this one as well
- 10. @alaa_mahmoud Three visualizations which combine representations of population, movement, and disease spread at a local scale that is consistent with a zoomable global scale.This work provides mid-level abstractions that expert epidemiologists can use for insights into contagion. VoroGraph: Visualization Tools for Epidemic Analysis
- 11. @alaa_mahmoud Diagnosing psychosis with word analysis
- 12. @alaa_mahmoud
- 13. @alaa_mahmoud Recommendation engines Anomaly/Fraud Detection Network Analysis/Route planning Social Networks Identity/Access Management Graph-based search Master Data Management s the ‘Natural’ way to represent and query complex connecte
- 14. @alaa_mahmoud Car Alask a Fred Chip s Bosto n Jane Sals a Soda NYC John Sold in Bought Bought Bought Bought Bought Lives in Lives in Knows Knows Made in Recommendations Suggest to Fred that he might like some salsa or some Soda
- 15. @alaa_mahmoud Car Alask a Fred Chip s Bosto n Jane Sals a Soda NYC John Sold in Bought Bought Bought Bought Bought Lives in Lives in Knows Knows Made in Recommendations Suggest to John that he might know Jane
- 16. @alaa_mahmoud Car Alask a Fred Chip s Bosto n Jane Sals a Soda NYC John Sold in Bought Bought Bought Bought Bought Lives in Lives in Knows Knows Made in Recommendations : Shortest Path Tell John that he knows Jane through Fred (Finding the shortest path)
- 17. @alaa_mahmoud Patien t E Alask a Dr A Patien t D Bosto n Dr B Patien t B Patien t A NYC Patien t F Lives in Files Claim Files Claim Files Claim Files a Claim Files a Claim Lives in Lives in Files Claim Knows Lives Fraud Detection Why would a Dr that lives in Boston be filing claims against patients in Alaska and CA? Lives in CALives in Lives in
- 19. @alaa_mahmoud
- 20. @alaa_mahmoud Apache TinkerPop™ is a graph computing framework for both graph databases (OLTP) and graph analytic systems (OLAP).
- 22. @alaa_mahmoud graph.traversal().V().has('name','Alaa').out('posts').values('comment') Gremlin is a graph traversal language and virtual machine deve Gremlin is based on Groovy and uses the same syntax. Find all the comments that Alaa posted
- 23. Let’s see Graph in action
- 24. Sign up for Bluemix http://bluemix.net A Hybrid Cloud Development Platform To Build & Run Your Apps. Try Now! Build And Run Apps · Extend App Functionality · Optimize App Performance. Extend your apps with Analytics and Data Services.
- 25. @alaa_mahmoud Bluemix Catalog - IBM Graph http://bluemix.net