In this webinar, we will share insightful lessons from building and shipping large scale applications built on graph databases. Find about practical and tangible decisions that come into play when designing and delivering solutions that can detect financial fraud, help law enforcement identify bad actors, tackle opioid crisis and any similar use cases where understanding network of people, places and events is critical to the success. View webinar: https://youtu.be/PTQIJJ3oqgw

1. Graph Data at Scale
Building the world’s largest distributed
graph applications with DataStax &
Dr. Denise Gosnell, DataStax Sr. Manager, Global Graph Practice
Adam Judelson, Deloitte US VP of Product, Mission Graph
© 2018 DataStax, All Rights Reserved.

2. 0 Why Graphs?
1 3 Lessons
2 Partner Solution Preview: MissionGraph

3. © DataStax, All Rights Reserved.
Why Graphs?

4. Why Graphs?
4
?

5. Why Graphs?
5

6. Why graphs?
© 2016 DataStax, All Rights Reserved. 6

7. Why graphs?
© 2016 DataStax, All Rights Reserved. 7

8. © DataStax, All Rights Reserved.
Lesson 1:
Industry timing is everything.

9. 9
Setting Industry Context
1980s 2000s 2020s
{ : }

10. 10
26x
Data is more valuable
when it is connected.
Source: The Practitioner’s Guide to Graph Data. O’Reilly Media. Spring 2020.

11. 11
DataStax Enterprise Graph
Graph Powered
Insights
Graph Your Way
Always Available;
Unmatched Scalability

12. 12
DataStax Enterprise Graph
Understand
Relationships
in your data
Largest graph
deployments
in the world
7 years
with zero
downtime

13. © DataStax, All Rights Reserved.
Lesson 2:
Build upon a real foundation.

14. Customer 360

15. A lot of people get stuck on
‘Is this a graph problem?’
when, instead, they also should be thinking
‘How will graph help my developer’s productivity’?
-Data Science Team Lead
Customer 360

16. Path Finding

17. Path Finding
Distance, Outliers, and Ranking

18. Bill of
Materials

19. Bill of
Materials
SQL
WITH EmployeeHierarchy (EmployeeID,
LastName,
FirstName,
ReportsTo,
HierarchyLevel) AS
( SELECT EmployeeID, LastName, FirstName, ReportsTo, 1 as HierarchyLevel
FROM Employees
WHERE ReportsTo IS NULL
UNION ALL
SELECT e.EmployeeID, e.LastName, e.FirstName, e.ReportsTo,
eh.HierarchyLevel + 1 AS HierarchyLevel
FROM Employees e
INNER JOIN EmployeeHierarchy eh
ON e.ReportsTo = eh.EmployeeID
) SELECT *
FROM EmployeeHierarchy
ORDER BY HierarchyLevel, LastName, FirstName Queries from
http://sql2gremlin.com/#_recursive_query

20. Bill of
Materials
Gremlin
g.V().hasLabel("employee").
where(__.not(out("reportsTo"))).
repeat(__.in("reportsTo")).
emit().
path().
by(("firstName") + " " + e.value("lastName")).
next()
Queries from
http://sql2gremlin.com/#_recursive_query

21. © DataStax, All Rights Reserved.
Lesson 3:
Relationships are key.

22. Copyright © 2018 Deloitte Development LLC. All rights reserved. 22
DataStax
An Alliance that derives measurable value.
22 Members of the core
MissionGraph™ Product team
DataStax-led MissionGraph
Qualification Sessions64
Achieved Competencies
GOVERNMENT MACHINE
LEARNING
DEVOPS BIG DATA EMPOWERED
DISCOVERY

24. Copyright © 2017 Deloitte Development LLC. All rights reserved. 24
Demo

25. Entities at Scale Across Personas

26. Integrating Data
Address Arrest Associate Weapons

27. Entity Resolution

28. Models at Scale
Recommendation Security Risk

29. Investigate
Locate Identify Connect

30. Getting answers regardless of data style
Multi-Model

31. This is
Rapidly making sense of disconnected information

32. Powered by
MissionGraph is a data integration, enhancement,
and exploration platform that is designed to be
customized by domain to empower massive-scale
analysis.
This product is here now to help you grow your
business.

33. © DataStax, All Rights Reserved.
Where do we go from here?

34. 0 Why Graphs?
1 3 Lessons
2 Partner Solution Preview: MissionGraph

35. Copyright © 2018 Deloitte Development LLC. All rights reserved. 35
© DataStax, All Rights Reserved.
Connected data is more valuable.

36. Copyright © 2018 Deloitte Development LLC. All rights reserved. 36
DataStax
MissionGraph:
A platform for rapidly making sense of
disconnected information.
DataStax Graph:
A distributed graph database that is
optimized for fast data storage, zero
downtime, and analysis of multifaceted
datasets in real time.
How can you get involved?
Adam Judelson
VP of Product, Mission Graph
missiongraphinfo@deloitte.com
Kristian Gyorkos
Sr. Director Global Partners, DataStax
kristian.gyorkos@datastax.com
Denise Gosnell
Global Graph Practice Lead, DataStax
Denise.Gosnell@datastax.com
THE WHOTHE WHAT

37. Copyright © 2018 Deloitte Development LLC. All rights reserved. 37
DataStax Graph–Learning more
Upcoming webinar, August 8th
“DataStax Graph Practice: Best practices for working with DataStax
Graph”
DataStax Academy and Labs
“Graph Specialist” learning path (academy.datastax.com)
DataStax Graph for Labs (downloads.datastax.com/#labs)
Events this Fall
Strata Data Conference in NYC
Deloitte Experience Analytics datastax.com/products/datastax-enterprise-
graph

38. Copyright © 2018 Deloitte Development LLC. All rights reserved. 38
Graph Data at Scale
Building the world’s largest distributed
graph applications with DataStax &
Dr. Denise Gosnell, DataStax Sr. Manager, Global Graph Practice
Adam Judelson, Deloitte US VP of Product, Mission Graph
© 2018 DataStax, All Rights Reserved.