flockdata overview
TRANSCRIPT
©2013-2015 FlockData LLC - All rights reserved
Open-source information management and data integration
COLLECT | CONNECT | COMPARE
TURNING DATA INTO INFORMATION
©2013-2015 FlockData LLC - All rights reserved
“The evidence is clear: data driven decisions tend to be better
decisions. Leaders will either embrace this fact or be replaced
by others who do.” – Harvard Business Review
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Companies resistant to data
do not thrive.
Even if you have the desire…
you can’t get the data…
It exists in 27 different computer
systems with different structures.
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1. 3 V’s of Data
2. Data problems are hard - where do you start?
The challenges businesses face
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Data versioning
Data models
27 different systems
New systems accessing data
Additional integrations
Data connectivity
Data silos
Data schemas
Changes to models over time
Audit trails
Compliance
These shouldn’t be problems any more in 2015.
We have the technology. We can make it better.
©2013-2015 FlockData LLC - All rights reserved
Data integration Flexible data store Data workbench
APIBatch loaderJava Springframework
©2013-2015 FlockData LLC - All rights reserved
Data integration Flexible data store Data workbench
APIBatch loaderJava Springframework
Logical datawarehouseSearch indexGraphTimelineVersioning& audit
©2013-2015 FlockData LLC - All rights reserved
Data integration Flexible data store Data workbench
APIBatch loaderJava Springframework
Logical datawarehouseSearch indexGraphTimelineVersioning& audit
Data workbenchAsk & answer data questionsReportsDashboards
©2013-2015 FlockData LLC - All rights reserved
The rise of graph data
“Google's Knowledge Graph and Twitter's Interest Graph are similar to Facebook's Social Graph, and traditional database vendors such as Oracle, IBM, Microsoft Research's “Trinity”
are getting into the Graph…
Source: http://www.zdnet.com/article/facebooks-social-graph-neo4j-show-rising-use-of-graph-databases/
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What do the world’s largest & most complex data stores have in common?
Sources: https://gigaom.com/2013/06/06/heres-how-the-nsa-analyzes-all-that-call-data/https://gigaom.com/2013/06/07/under-the-covers-of-the-nsas-big-data-effort/
http://neo4j.com/blog/why-the-most-important-part-of-facebook-graph-search-is-graph/
•multiple instances each storing tens of petabytes •backend of the agency’s most widely used analytical
capabilities •Accumulo is especially adept at analyzing trillions of data
points in order to build massive graphs
©2013-2015 FlockData LLC - All rights reserved
What do the world’s largest & most complex data stores have in common?
Sources: https://gigaom.com/2013/06/06/heres-how-the-nsa-analyzes-all-that-call-data/https://gigaom.com/2013/06/07/under-the-covers-of-the-nsas-big-data-effort/
http://neo4j.com/blog/why-the-most-important-part-of-facebook-graph-search-is-graph/
•multiple instances each storing tens of petabytes •backend of the agency’s most widely used analytical
capabilities •Accumulo is especially adept at analyzing trillions of data
points in order to build massive graphs
•Technology giants such as Facebook, Google, and Twitter have all built graph technologies from the ground up to differentiate and grow their business. Building and maintaining one’s own database management system however is not a practical solution if you’re not Facebook.
•PageRank changed the fundamentals of web search - taking into account how the pages are connected
•Facebook = Social graph •Google = Knowledge graph •Twitter = Interest graph
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HTTP/REST/JSON
Info Flows Through FlockData
• Pipe in data from anywhere through simple REST API, in JSON format
• Model data profile with business context (domain document) and load in that JSON format into flockdata
• Different data tools for different analysis types
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FlockData provides a single, unified multi-model access
point for both data storage and information retrieval
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Connect Meta Data
Disclaimer: image not generated by AuditBucket
Meta-data captured and stored
Connections are made for analysis
See hidden relationships fast!
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Connected Sales Data Analysis
Analyze most sold items, top sellers
View sales channels per item or channel type
Thicknesses and arrows indicate strength and
relevance of data points
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How companies manage data: Evolution towards simplicity
1990s / 2000s
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How companies manage data: Evolution towards simplicity
1990s / 2000s 2010+
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flockdata vs. ______Product Time to
implementCost of
implemen-tation
Focus of platform
Skills needed Features TCO Approach
to data
FlockData 1-2 Weeks $0-$80KInformation
management, meta-data
& graph
Understand-ing of your
data
Audit, integration,
graph, search, storage
$10s-100s K USD
Business-centric
Hadoop 4-8 Weeks $0-$500K
Storage & platform for
building tools
CodingStorage,
interface to algorithms
$100s K - 1m+ USD
Technically focused
Data Ware-house
6-12 Months $500K-$5M
Data storage in structures
SQL, ETL Storage, aggregates
$100s K - 1m+ USD
Strict structure /
SQL
Elastic Search 4-8 Weeks $50K-
$100KSearch in
clusterCoding & Sysadmin
Storage, search
$10s-100s K USD
Technically focused
Neo4j 4-8 Weeks $0-$100K Graph in cluster Coding Storage,
graph$10s-100s
K USDTechnically
focused
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What customers are saying about flockdata
I got goosebumps listening to you talk about data…Smart people heading for a bright future.
- Head of data management, ANZ Bank
Nobody’s talked to me about my data in a business context like this before - CIO, WestStar Mortgage
(FlockData is) the only thing you need to do, to effectively manage information - Big data consultant
©2013-2015 FlockData LLC - All rights reserved
Benefits of flockdata
• Integrate information in a logical, context-aware and flexible framework
• Consistent business focused approach to enterprise information
• Builds an enterprise graph and search engine from your data
• Find ANY data tracked from ANY system FAST
• Manage data for audit, governance, lineage, change data control and compliance