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Graph Databases – What’s so Different ? Darren Wood Chief Architect, InfiniteGraph
Graph Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Graph Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Some Code Copyright © InfiniteGraph Vertex alice = myGraph.addVertex(new Person(“Alice”));  Vertex bob = myGraph.addVertex(new Person(“Bob”));  Vertex carlos = myGraph.addVertex(new Person(“Carlos”));  Vertex charlie = myGraph.addVertex(new Person(“Charlie”)); alice.addEdge(new Meeting(“Denver”, “5-27-10”), bob); bob.addEdge(new Call(timestamp), carlos); carlos.addEdge(new Payment(100000.00), charlie); bob.addEdge(new Call(timestamp), charlie); Alice Carlos Charlie Bob Meets Calls Pays Calls
Physical Storage Comparison Copyright © InfiniteGraph Meetings P1 Place Time P2 Alice Denver 5-27-10 Bob Calls From Time Duration To Bob 13:20 25 Carlos Bob 17:10 15 Charlie Payments From Date Amount To Carlos 5-12-10 100000 Charlie Met 5-27-10 Alice Called 13:20 Bob Payed 100000 Carlos Charlie Called 17:10 Rows/Columns/Tables Relationship/Graph Optimized
Query and Navigation ,[object Object],[object Object],[object Object],Copyright © InfiniteGraph Alice Carlos Charlie Bob Meets Calls Pays Calls “ Find all paths between Alice and Charlie” “ Find all paths between Alice and Charlie – within 2 degrees” “ Find all paths between Alice and Charlie – events in May 2010”
Navigation Example Copyright © InfiniteGraph // Create a qualifier that describes the target vertex Qualifier findCharliePredicate =  new  VertexPredicate(personType,  "name == ’Charlie'" ); // Construct a navigator which starts with Alice and uses a result qualifier // to find all paths in the graph to Charlie Navigator charlieFinder = alice.navigate( Guide.SIMPLE_BREADTH_FIRST, // default guide  Qualifier.ANY,  // no path constraints findCharliePredicate , // find paths ending with Charlie  myResultHandler); // fire results to supplied handler // Start the navigator charlieFinder.start();
Management of Large Data Graphs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Distributing Navigation ,[object Object],[object Object],Copyright © InfiniteGraph Alice Carlos Charlie Bob Meets Calls Pays Dave Eve Chuck Calls Lives With Meets
Partitioning – Typical Big Data Copyright © InfiniteGraph Distributed API Application(s) Partition 1 Partition 3 Partition 2 Partition ... n Processor Processor Processor Processor
Graph Partitioning ,[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Graph Partitioning – Reality ! Copyright © InfiniteGraph Distributed API Application(s) Partition 1 Partition 3 Partition 2 Partition ... n Processor Processor Processor Processor
Distributed Graph Must Haves ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Practical Applications Copyright © InfiniteGraph
Pathfinding ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Graph Analysis (Algorithms) Copyright © InfiniteGraph Bob Sam Degree Centrality Closeness and Betweeness Centrality Fred Jo
Graph Analysis (Algorithms) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Graph Analysis (Patterns) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Many Many More ! ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Copyright © InfiniteGraph
Thankyou ! Copyright © InfiniteGraph [email_address] Twitter - @infinitegraph

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New Data Technologies, Graph Computing and Relationship Discovery in the Enterprise - Darren

  • 1. Graph Databases – What’s so Different ? Darren Wood Chief Architect, InfiniteGraph
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  • 4. Some Code Copyright © InfiniteGraph Vertex alice = myGraph.addVertex(new Person(“Alice”)); Vertex bob = myGraph.addVertex(new Person(“Bob”)); Vertex carlos = myGraph.addVertex(new Person(“Carlos”)); Vertex charlie = myGraph.addVertex(new Person(“Charlie”)); alice.addEdge(new Meeting(“Denver”, “5-27-10”), bob); bob.addEdge(new Call(timestamp), carlos); carlos.addEdge(new Payment(100000.00), charlie); bob.addEdge(new Call(timestamp), charlie); Alice Carlos Charlie Bob Meets Calls Pays Calls
  • 5. Physical Storage Comparison Copyright © InfiniteGraph Meetings P1 Place Time P2 Alice Denver 5-27-10 Bob Calls From Time Duration To Bob 13:20 25 Carlos Bob 17:10 15 Charlie Payments From Date Amount To Carlos 5-12-10 100000 Charlie Met 5-27-10 Alice Called 13:20 Bob Payed 100000 Carlos Charlie Called 17:10 Rows/Columns/Tables Relationship/Graph Optimized
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  • 7. Navigation Example Copyright © InfiniteGraph // Create a qualifier that describes the target vertex Qualifier findCharliePredicate = new VertexPredicate(personType, "name == ’Charlie'" ); // Construct a navigator which starts with Alice and uses a result qualifier // to find all paths in the graph to Charlie Navigator charlieFinder = alice.navigate( Guide.SIMPLE_BREADTH_FIRST, // default guide Qualifier.ANY, // no path constraints findCharliePredicate , // find paths ending with Charlie myResultHandler); // fire results to supplied handler // Start the navigator charlieFinder.start();
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  • 10. Partitioning – Typical Big Data Copyright © InfiniteGraph Distributed API Application(s) Partition 1 Partition 3 Partition 2 Partition ... n Processor Processor Processor Processor
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  • 12. Graph Partitioning – Reality ! Copyright © InfiniteGraph Distributed API Application(s) Partition 1 Partition 3 Partition 2 Partition ... n Processor Processor Processor Processor
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  • 16. Graph Analysis (Algorithms) Copyright © InfiniteGraph Bob Sam Degree Centrality Closeness and Betweeness Centrality Fred Jo
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  • 20. Thankyou ! Copyright © InfiniteGraph [email_address] Twitter - @infinitegraph