More Related Content Similar to Sqrrl Overview for Stac Research (20) Sqrrl Overview for Stac Research2. WHO WE ARE
Sqrrl’s team has worked with the world’s largest
and most sensitive datasets for the last decade
! Over 20 years of combined
Accumulo experience
! Team includes former Technical
Director of Accumulo at NSA and
6 committers/contributors
Google’s
BigTable Paper
2006
NSA Builds
Accumulo
2008
NSA Open
Sources
Accumulo
2011
Sqrrl Founded
2012
1st Sqrrl Release
and Customers
2013
Investors:
© 2013 Sqrrl | All Rights Reserved | Proprietary and Confidential
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3. THE PROBLEM
Security is the number one hurdle for adopting
Big Data solutions
© 2013 Sqrrl | All Rights Reserved | Proprietary and Confidential
3
4. ACCUMULO DATA FORMAT
An Accumulo key is a 5-tuple, consisting of:
!
!
!
!
!
Row: Controls Atomicity
Column Family: Controls Locality
Column Qualifier: Controls Uniqueness
Visibility Label: Controls Access
Timestamp: Controls Versioning
Row
Col. Fam.
Col. Qual.
Visibility
Timestamp
Value
John Doe
Notes
PCP
PCP_JD
20120912
Patient suffers
from an acute …
John Doe
Test Results
Cholesterol
JD|PCP_JD
20120912
183
John Doe
Test Results
Mental Health
JD|PSYCH_JD
20120801
Pass
John Doe
Test Results
X-Ray
JD|PHYS_JD
20120513
1010110110100…
Accumulo
Key/Value
Example
© 2013 Sqrrl | All Rights Reserved
4
6. SECURITY
Sqrrl Enterprise has a powerful security model featuring
Cell-Level Security™, encryption, & RBAC/ABAC
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6
7. USE CASE
Many orgs are using Sqrrl Enterprise to enable a
Secure Data Lake™ capability (i.e., multitenancy)
Real-Time
Big Apps
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8. USE CASE
Sqrrl Enterprise can integrate with Stream
Processing Engines (SPEs)
SPE
DATA
Actions
Dashboards
Interactive
Analysis Tools
(Discovery + Forensics)
1.
2.
3.
4.
SPE queries Sqrrl to enrich streaming data
SPE persists results in Sqrrl for future query
SPE takes action automatically
SPE issues data-driven alerts
© 2013 Sqrrl | All Rights Reserved | Proprietary and Confidential
5. Sqrrl provides context for dashboards
6. Analysis tools query use Sqrrl to search and
manipulate historical data
8
9. USE CASE
Sqrrl Enterprise powers operational apps in the
financial services industry
Signals & Alerting
On Events
Intra-Day, Client Real Time Apps;
Front Office
Historical & Analytical Questions;
Middle/Back Office
Real-Time Operational Apps
BI-Reporting/Analytics
Analytical DB
FX
Messages
SPE
Equity
Trades
Messages
• Complex/Multi-Structured Data
• Fine grain Security
• Multi Tenancy/High Concurrency
• Operational Data Store
• Continuous Data Ingest
• Indexed
• Full Text Search
• Dynamic Schema
Pull
Relevant
Data
• MPP
• Ad Hoc Complex
Queries
• Structured
Analytics
• Medium to low
concurrency
Enterprise Data Bus
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