Sqrrl Overview for Stac Research

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Ely Kahn presents at Stac Research Fall 2013 NYC Summit.

Ely Kahn presents at Stac Research Fall 2013 NYC Summit.

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  • 1. Securely explore your data SQRRL OVERVIEW Ely Kahn VP Business Development ely@sqrrl.com
  • 2. 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 2
  • 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
  • 5. INDEXES AND QFDS Input Indexes QuestionFocused Datasets © 2013 Sqrrl | All Rights Reserved Transformation Logs/ Observations •  Immutable •  Append-Only •  Simple Security Model •  •  •  •  •  •  Real-Time Online Sorted Grouped Aggregated Complex Security Model 5
  • 6. SECURITY Sqrrl Enterprise has a powerful security model featuring Cell-Level Security™, encryption, & RBAC/ABAC © 2013 Sqrrl | All Rights Reserved | Proprietary and Confidential 6
  • 7. USE CASE Many orgs are using Sqrrl Enterprise to enable a Secure Data Lake™ capability (i.e., multitenancy) Real-Time Big Apps © 2013 Sqrrl | All Rights Reserved | Proprietary and Confidential 7
  • 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 © 2013 Sqrrl | All Rights Reserved | Proprietary and Confidential 9