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Your network is more powerful than you think Neo4J au cœur du graphe social de 45 millions de membres 1 Viadeo Tech Days Les 20, 21 et 22 novembre 2012
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Your network is more powerful than you think
Neo4J au cœur du graphe social de 45 millions de membres
1
Viadeo Tech Days
Les 20, 21 et 22 novembre 2012
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• 1 million new members /
month
• 10 million connexions /
month
• 100 million profiles
viewed / month
ABOUT THE VIADEO GROUP
GRAPHS ARE EVERYWHERE
4 / 36Your network is more powerful than you think
GRAPHS ARE EVERYWHERE
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GRAPHS ARE EVERYWHERE
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GRAPHS ARE EVERYWHERE
© Air France / KLM
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GRAPHS ARE EVERYWHERE
SOCIAL GRAPH
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SOCIAL GRAPH
Nodes
Relationships
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Direct contacts
SOCIAL GRAPH
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Level 2 contacts
SOCIAL GRAPH
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SOCIAL GRAPH
Path
Distance 3
Path
Distance 4
PREHISTORY
2006 - 2011
PREHISTORY 2006-2011
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• In-house algorithm
• Network storage in MySQL Database
CREATE TABLE `Network` (
`memberId` int(11) NOT NULL DEFAULT '0',
`L1` mediumblob NOT NULL,
`L2` mediumblob NOT NULL,
PRIMARY KEY (`memberId`)
) ENGINE=InnoDB;
PREHISTORY 2006-2011
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Update the network (old-fashioned style)
Member A and Member B are now in contacts
� Update of A.L1 + B.L1 and A.L2 + B.L2� Retrieving A.L1 + B.L1 and update *.L2
Example:• A has 500 contacts• B has 150 contacts� 500 + 150 + 2 = 652 updates!
PREHISTORY 2006-2011
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Good performances on
� Computation of Paths
� Computation of Distances
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=
=
PREHISTORY 2006-2011
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LIMITATIONS
PREHISTORY 2006-2011
3) 48 hours to restart from scratch
2) Massive bandwidth impact for internal network
1) Important latency for complete update
GRAPH DATABASE
GRAPH DATABASE
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1 2 4 3
6 5
WROTE WROTE
Name: Graham Greene
Born: 02-10-1904
Died: 02-04-1991Title: Our man in Havana
Published: 1958
Title: Tinker, Soldier, Spy
Published: 1974
Name: Graham Greene
Born: 19-10-1932
Name: Alan Name: Ian
RECOMMENDED
Date: 05-07-2011
RECOMMENDED
Date: 09-09-2011
RECOMMENDED
Date: 03-02-2011
© Ian Robinson
GRAPH DATABASE
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1 2 4 3
6 5
WROTE WROTE
Name: Graham Greene
Born: 02-10-1904
Died: 02-04-1991Title: Our man in Havana
Published: 1958
Title: Tinker, Soldier, Spy
Published: 1974
Name: Graham Greene
Born: 19-10-1932
Name: Alan Name: Ian
RECOMMENDED
Date: 05-07-2011
RECOMMENDED
Date: 09-09-2011
RECOMMENDED
Date: 03-02-2011
Nodes
© Ian Robinson
GRAPH DATABASE
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1 2 4 3
6 5
WROTE WROTE
Name: Graham Greene
Born: 02-10-1904
Died: 02-04-1991Title: Our man in Havana
Published: 1958
Title: Tinker, Soldier, Spy
Published: 1974
Name: Graham Greene
Born: 19-10-1932
Name: Alan Name: Ian
RECOMMENDED
Date: 05-07-2011
RECOMMENDED
Date: 09-09-2011
RECOMMENDED
Date: 03-02-2011
Nodes
Relationships
© Ian Robinson
GRAPH DATABASE
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1 2 4 3
6 5
WROTE WROTE
Name: Graham Greene
Born: 02-10-1904
Died: 02-04-1991Title: Our man in Havana
Published: 1958
Title: Tinker, Soldier, Spy
Published: 1974
Name: Graham Greene
Born: 19-10-1932
Name: Alan Name: Ian
RECOMMENDED
Date: 05-07-2011
RECOMMENDED
Date: 09-09-2011
RECOMMENDED
Date: 03-02-2011
Nodes
Relationships
Properties
© Ian Robinson
WHY NEO4J
Findings after POC on 3 other tools:• Old technology with add-on for graph management• No user communities• Bad performance• “Black Box” code
Why ?• OpenSource project• Good documentation• User community• Excellent performance• ACID• Very simple• (How to better model a Social Graph than with a
Graph database ?!?)
WHY Neo4J
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1 node = 1 member 1 Relationship
= 1 direct contact
WHY Neo4J
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BENEFITS
WHY Neo4J
Instantaneous
graph updates
Very easy to integrate
(less than 2 months)
High Availability
Backup /
Restore
LIMITATION
Doesn’t handle SHARDING!(Split one graph onto several servers)
LIMITATION
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« Size doesn’t matter… », but…
Server 1 Server 2
EXPLORATION MODE
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EXPLORATION MODE
What for the future?
� Store various kind of objects
� Change the development paradigm
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EXPLORATION MODE
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EXPLORATION MODE
CONCLUSION
CONCLUSION
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N e o 4 J :
� Has replaced a 5-year-old in-house technology in only 2
months
� Supports the core system of the Viadeo Professional Social
Network
� Has been in production for 1 year ½
� Deals smoothly with Viadeo’s usage growth
Think about how Neo4J will improve your own business!
