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@ldellaquila#Devoxx #OrientDB
Luigi Dell’Aquila
Director of Consulting
Orient Technologies LTD
Twitter: @ldellaquila
http://www.orientdb.com
OrientDB - the 2nd generation
of
(Multi-Model) NoSQL
And why GraphDB are the starting point of this revolution
@ldellaquila#Devoxx #OrientDB
“90% of the data 

in the world today 

has been created 

in the last two years alone.”
- IBM
@ldellaquila#Devoxx #OrientDB
Order #134
(Order)
John
(Provider)
Commodore
Amiga 1200
(Product)
Frank
(Customer)
Monitor 40”
(Product)
Mouse
(Product)
Bruno
(Provider)
@ldellaquila#Devoxx #OrientDB
Order #134
(Order)
John
(Provider)
Commodore
Amiga 1200
(Product)
Frank
(Customer)
Monitor 40”
(Product)
Mouse
(Product)
Bruno
(Provider)
Data by itself has little value, it’s the
relationship
between data that gives it
incredible value
@ldellaquila#Devoxx #OrientDB
Order #134
(Order)
John
(Provider)
Commodore
Amiga 1200
(Product)
(Sells)
Frank
(Customer)
(Has)
(Makes)
Monitor 40”
(Product)
(Sells)
(Has)
Mouse
(Product)
Bruno
(Provider)
(Sells)
(Has)
@ldellaquila#Devoxx #OrientDB
Key/Value Databases
Document Databases
Graph Databases
Column Databases
@ldellaquila#Devoxx #OrientDB
Key/Value Databases
Document Databases Graph Databases
Column Databases
@ldellaquila#Devoxx #OrientDB
Why do most NoSQL products
avoid
managing relationships?
@ldellaquila#Devoxx #OrientDB
ID Name
10 John
11 John
24 Mike
28 Mike
ID Address
10 24
10 33
32 44
ID Location
24 Milan
33 London
18 Paris
18 Madrid
44 Moscow
Customer CustomerAddress Address
Is this
familiar?
@ldellaquila#Devoxx #OrientDB
What’s	
  wrong	
  
with	
  JOIN?
@ldellaquila#Devoxx #OrientDB
A-­‐Z
A-­‐L M-­‐Z
Imagine	
  an	
  	
  
Address	
  Book	
  
where	
  we	
  want	
  to	
  find	
  
Luigi’s	
  phone	
  number
Index Lookup: how does it work?
@ldellaquila#Devoxx #OrientDB
A-­‐Z
A-­‐L M-­‐Z
A-­‐L
A-­‐D E-­‐L
M-­‐Z
M-­‐R S-­‐Z
Index	
  algorithms	
  are	
  all	
  
similar	
  and	
  based	
  on	
  
balanced	
  trees
Index Lookup: how does it work?
@ldellaquila#Devoxx #OrientDB
A-­‐Z
A-­‐L M-­‐Z
A-­‐L
A-­‐D E-­‐L
M-­‐Z
M-­‐R S-­‐Z
A-­‐D
A-­‐B C-­‐D
E-­‐L
E-­‐G H-­‐L
Index Lookup: how does it work?
@ldellaquila#Devoxx #OrientDB
A-­‐Z
A-­‐L M-­‐Z
A-­‐L
A-­‐D E-­‐L
M-­‐Z
M-­‐R S-­‐Z
A-­‐D
A-­‐B C-­‐D
E-­‐L
E-­‐G H-­‐L
E-­‐G
E-­‐F G
H-­‐L
H-­‐J K-­‐L
Index Lookup: how does it work?
@ldellaquila#Devoxx #OrientDB
Index Lookup: how does it work?
A-­‐Z
A-­‐L M-­‐Z
A-­‐L
A-­‐D E-­‐L
M-­‐Z
M-­‐R S-­‐Z
A-­‐D
A-­‐B C-­‐D
E-­‐L
E-­‐G H-­‐L
E-­‐G
E-­‐F G
H-­‐L
H-­‐J K-­‐L
Luigi
Found!	
  	
  
This	
  lookup	
  took	
  5	
  steps.	
  
With	
  millions	
  of	
  indexed	
  
records,	
  the	
  tree	
  depth	
  
could	
  be	
  1000’s	
  of	
  levels!
@ldellaquila#Devoxx #OrientDB
ID Name
10 John
11 John
24 Mike
28 Mike
ID Address
10 24
10 33
32 44
ID Location
24 Milan
33 London
18 Paris
18 Madrid
44 Moscow
Customer CustomerAddress Address
Joins are executed every time
you cross relationships
Querying million of records
joining 3-4 tables could
generate billions of
combinations
@ldellaquila#Devoxx #OrientDB
This is why the database
query performance
suffers as the database
increases in size
O(Log N)
@ldellaquila#Devoxx #OrientDB
PERFORMANCE
DATABASE SIZE
RDBMS performance on traversal
@ldellaquila#Devoxx #OrientDB
Solution: Graph Database!
@ldellaquila#Devoxx #OrientDB
“A graph database is any
storage system
that provides
index-free adjacency”
- Marko Rodriguez
(author of TinkerPop Blueprints)
@ldellaquila#Devoxx #OrientDB
Back to school:
Graph Theory crash course
@ldellaquila#Devoxx #OrientDB
Basic Graph
Luigi Antwerp
Visited
@ldellaquila#Devoxx #OrientDB
Vertices	
  and	
  Edges	
  can	
  
have	
  properties
Vertices	
  are	
  directed
*	
  https://github.com/tinkerpop/blueprints/wiki/Property-­‐Graph-­‐Model
Property Graph Model*
Antwerp	
  
country:	
  Belgium
Luigi	
  
company:	
  
OrientTechnologies
Vertices	
  and	
  Edges	
  can	
  
have	
  properties
Vertices	
  and	
  Edges	
  can	
  
have	
  properties
Visited	
  
on:	
  2015
@ldellaquila#Devoxx #OrientDB
Luigi Antwerp
Visited	
  
on:	
  2015
An	
  Edge	
  connects	
  only	
  2	
  vertices	
  	
  
Use	
  multiple	
  edges	
  to	
  represent	
  1-­‐N	
  and	
  
N-­‐M	
  relationships
Worked	
  
on:	
  2015
1-N and N-M Relationships
@ldellaquila#Devoxx #OrientDB
Congrats! This is your diploma in
«Graph Theory»
@ldellaquila#Devoxx #OrientDB
How does a true*
Graph Database
manage relationships?
*a “Graph” layer on top of a DBMS doesn’t qualify as a true GraphDB
@ldellaquila#Devoxx #OrientDB
Luigi Antwerp
Visited	
  
on:	
  2015
#13:55
#15:99
Each element in the
Graph has own immutable
Record ID
#22:11
(Edge)
(Vertex)
(Vertex)
Each element in the
Graph has own immutable
Record ID
Each element in the
Graph has own immutable
Record ID
@ldellaquila#Devoxx #OrientDB
Luigi Antwerp
Visited	
  
on:	
  2015
#13:55
#15:99
Connections use
persistent pointers
out = #22:11
in = #22:11
#22:11
(Edge)
(Vertex)
(Vertex)
out = #13:55
in = #15:99
@ldellaquila#Devoxx #OrientDB
Luigi Antwerp
Visited	
  
on:	
  2015
#13:55
#15:99out = #22:11
in = #22:11
#22:11
(Edge)
(Vertex)
(Vertex)
out = #13:55
in = #15:99
@ldellaquila#Devoxx #OrientDB
Luigi Lyon
Visited	
  
on:	
  2015
#13:55
#15:99out = #22:11
in = #22:11
#22:11
(Edge)
(Vertex)
(Vertex)
out = #13:55
in = #15:99
@ldellaquila#Devoxx #OrientDB
A Graph Database creates the
relationship just once
(when the edge is created)
VS
RDBMS computes the
relationship every time
you query a database
@ldellaquila#Devoxx #OrientDB
When you move from a RDBMS
to a Graph Database you jump
from a O(log N) speed to a near O(1)
With a Graph Database, the
traversing time is
not affected by database size!
This is huge in the BigData age
@ldellaquila#Devoxx #OrientDB
No costs to traverse relationships:
• Recommendation engines
• Social Applications
• Spatial Apps
• Master Data Management
• Information Clustering
John
Thriller
Comedy
Pulp
Fiction
Mr Bean
Theater
B
Theater
A
Theater C
NYC
San Josè
Lives in
Likes
@ldellaquila#Devoxx #OrientDB
RelationshipsComplexity>
Data Complexity >
Relational
Key Value
Column
Graph
Document
First generation NoSQL
@ldellaquila#Devoxx #OrientDB
@ldellaquila#Devoxx #OrientDB
Oracle
(RDBMS)
Redis or
Memcache
(Key/Value)
MongoDB
(DocDB)
Neo4j
(GraphDB)
Application
ETL
Primary
DB
@ldellaquila#Devoxx #OrientDB
Oracle
(RDBMS)
Redis or
Memcache
(Key/Value)
MongoDB
(DocDB)
Neo4j
(GraphDB)
Application
ETL
- No standard between NoSQL
products
- Multiple vendors = multiple skills
- ETL + synchronization code
is costly to write and maintain
- Performance and Reliability is
hard to predict
@ldellaquila#Devoxx #OrientDB
2nd Generation NoSQL
is
Multi-Model
2nd Generation NoSQL
is
Multi-model
@ldellaquila#Devoxx #OrientDB
GraphDocument
Object
Key/Value
Multi Model represents the
intersection
of multiple models in just one
product
What’s Multi-Model DBMS?
@ldellaquila#Devoxx #OrientDB
GraphDocument
Object
Key/Value
Multi Model represents the
intersection
of multiple models in just one
product
What’s Multi-Model DBMS?
- Just one product to learn and maintain
- Just one vendor relationship to manage
- No ETL, no synchronization required
- Performance and Reliability is easy to test from the beginning
@ldellaquila#Devoxx #OrientDB
`
{
”@rid": “12:382”,
”@class": ”Customer",
“name”: “Frank”,
“surname” : “Raggio”,
“phone” : “+39 33123212”,
“details”: {
“city”:”London",
“tags”:”millennial”
}
}
Frank
Order
M
akes
General purpose solution:
• JSON
• Schema-less
• Schema-full
• Schema-hybrid
• Nested documents
• Rich indexing and querying
• Developer friendly
@ldellaquila#Devoxx #OrientDB
RelationshipsComplexity>
Data Complexity >
Relational
Key Value
Column
Graph Multi-Model
Document
Second Generation NoSQL
@ldellaquila#Devoxx #OrientDB
With a true Graph, Document,
Key/Value and Object Oriented engine
@ldellaquila#Devoxx #OrientDB
FEATURES ORIENTDB)) MONGODB NEO4J
MYSQL)
(RDBMS)
Operational Database X X X
Graph Database X X
Document Database X X
Object-Oriented Concepts X
Schema-full, Schema-less, Schema mix X
User and Role & Record Level Security X
Record Level Locking X X X
SQL X X
ACID Transaction X X X
Relationships (Linked Documents) X X X
Custom Data Types X X X
Embedded Documents X X
Multi-Master Zero Configuration Replication X
Sharding X X
Server Side Functions X X X
Native HTTP Rest/ JSON X X
Embeddable with No Restrictions X
@ldellaquila#Devoxx #OrientDB
• Support for TinkerPop standard for
Graph DB: Gremlin language and
Blueprints API
• SQL + extensions for graphs
• JDBC driver to connect any BI tool
• HTTP/JSON support
• Drivers in Java, Node.js, Python,
PHP, .NET, Perl, C/C++ and more
API & Standards
@ldellaquila#Devoxx #OrientDB
Master Node Master Node
C
C C C
CC
C
Multi-master
Replication
Atomic, Consistent, Isolated and Durable (ACID) multi-statement transactions
@ldellaquila#Devoxx #OrientDB
Master Node Master Node
C
C C C
CC
C
Auto-
Discovered
Node
Multi-Master Replication, Sharding and Auto-Discovery to Simplify Ops
+200k Tps on Commodity Hardware
Demo
@ldellaquila#Devoxx #OrientDB
@ldellaquila#Devoxx #OrientDB
50,000
Downloads per
Month from 200+
countries.
70+
Committers
contributing to
the product
1000s
Users from SMBs
to Fortune 10
Companies.
17+
Years of Research
have been put in
the product
@ldellaquila#Devoxx #OrientDB
Graph DBMS increased their popularity by 500% within the last 2 years
Document DBMS are the 3rd fastest growing category
@ldellaquila#Devoxx #OrientDB
@ldellaquila#Devoxx #OrientDB
Udemy Getting Started Training is
★★★★★ and Free
http://www.orientechnologies.com/getting-started
OrientDB Enterprise is Free for
Development
OrientDB Community is FREE for any
purpose (APACHE 2 license)
@ldellaquila#Devoxx #OrientDB
Thank you!
Luigi Dell’Aquila
@ldellaquila
http://www.orientdb.com
Q/A

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