STEPHEN V. MOCCIO DIRECTOR, COMMERCIAL TECHNOLOGY
Transcription
STEPHEN V. MOCCIO DIRECTOR, COMMERCIAL TECHNOLOGY
www.bde.data-tactics.com STEPHEN V. MOCCIO DIRECTOR, COMMERCIAL TECHNOLOGY L3 DATA TACTICS smoccio@data-tactics.com | (571) 297-2170 www.bde.data-tactics.com Myths on Big Data Truth Big Data is defined for data sets that are massive in volume Complexity over volume Big Data provides solutions in handling of unstructured data Structured, unstructured, and semi-structured Big Data is just hype Enabling increased revenue and reduced costs Big Data is for big companies Small companies adopting Big Data initiatives Big Data costs big $$$ Open Source Standards ‹ ‹ Commonly Discussed Myths on Big Data www.bde.data-tactics.com Big Data Knowledge ✓ Innovation and Design • Data Center Hybrid Hosted ✓ Consolidation • No SQL • COOP / DR Built-in • Multi Datacenter e.g. “Spanner” 2. Data Management Security and Provenance Data Knowledge Management Data Lifecycle / Curation / Perishability 3. Data Engineering Data Extract, Transform, Load Data Normalization Data Semantic Enhancement Ontologies and Semantics Knowledge Quality Entity Relationships 4. Data Analytics Greater Intelligent Machine Processing Intelligent Alerting aka “Don’t bother the analyst” ‹ ‹ 1. Data Architecture www.bde.data-tactics.com ‹ BDE INHERENTLY INCREASES THE VERACITY OF DATA WHILE PROVIDING A PLATFORM THAT CAN HANDLE THE VOLUME, VELOCITY AND VARIETY OF BIG DATA. THIS ALLOWS YOUR ORGANIZATION TO FOCUS ON THE VALUE FACTOR, REINFORCING A SUCCESSFUL TRANSITION TO BIG DATA. ‹ FIVE “V’s” OF BIG DATA www.bde.data-tactics.com Big Data Science Toolkits Wrangle the data to gather, extract, transform and load. Manage the data in a way that gives you access to big data quickly and reliably. Explore the data so you can generate a hypothesis. Make predictions using statistical methods such as regression and classification. ‹ ‹ Communicate the results using visualization, presentations, and interpretable summaries. www.bde.data-tactics.com LOAD DATA QUICKLY ‹ ‹ ACCESS BIG DATA INTELLIGENCE & INSIGHT ON DAY ONE www.bde.data-tactics.com BDE USER INTERFACE (UI) Activity-Based Intelligence (ABI) User Experience focuses on creating an environment that assists users in making analytic connections that are nonobvious outside of a Big Data / 3rd dimensional context. www.bde.data-tactics.com Advanced Analytics Commercial Applications ✓ Optimization targets ✓ Performance analysis (network, system, etc.) ✓ Data Governance and Privacy Controls ✓ Security log analysis ✓ Pattern recognition (abnormal insider usage pattern) ✓ Problem and failure analysis ✓ Hardware: Warranty, MTBF, quality, MTTR, etc. ✓ Software: Root cause analysis, failure clustering ✓ Usage Analysis ✓ Dwell time/usage time ✓ Response times 1 Raw Data 2 Analysis B&W SA 3 Processing & Normalization 4 Analysis: LUBAP 5 Results Outlier Detection & Data Reduction www.bde.data-tactics.com BIG DATA VISUALIZATIONS PROVIDE THE ABILITY TO NAVIGATE POTENTIALLY HUNDREDS OF MILLIONS OF DATA POINTS AND RECORDS THROUGH BIG DATA VISUALIZATIONS. BDE creates an environment that assists users in making analytic connections that are non- ‹ ‹ ‹ obvious outside of a Big Data context. www.bde.data-tactics.com GEOSPATIAL ANALYTICS TO CREATE UNDERSTANDING OF SPATIAL DATA, HEAT MAP ANALYTICS ARE CREATED FOR ALL DATA SOURCES WITH GEO-RECTIFIED DATA. BDE focuses on creating an environment that assists users in making analytic connections that are non-obvious outside of temporal & ‹ ‹ spatial context. www.bde.data-tactics.com TRANSITION YOUR ARCHITECTURE TO BIG DATA Rapid, Agile Architecture Implementation Simplify, Standardize, and Automate BDE Architecture Benefits No Downtime / Self-healing Full Data Protection / Replication – 99.999% data reliability Low Cost / Vendor Agnostic Significantly Reduce Datacenter Management Effort Simplified and Minimized Administration Security Architecture Comprehensive security architecture COOP & Business Continuity Disaster Recovery Service Availability High latencies (>250ms) Saturated network(s) Database Replication Time Data Backup Time Virtual Environment Availability Build Process Training Communication Governance ‹ BDE EFFICIENTLY TRANSITIONS YOUR ARCHITECURE TO BIG DATA BY SIGNIFICANTLY SHORTENING THE IMPLEMENTATION TIME BY A FACTOR OF 5O OVER COMPETITORS ‹ Robust, Scalable, Modular www.bde.data-tactics.com L3 DATA TACTICS INFO ABOUT DATA TACTICS COMPANY INFO Data Tactics Corporation is a full spectrum cloud and big data company, focused on ADDRESS 7901 Jones Branch Drive, McLean, VA 22102 PHONE (703) 506 3735 EMAIL bde@data-tactics.com the unique problems of transitioning corporate architectures to big data enterprises quickly and efficiently. The Data Tactics' team has led the creation, integration, and implementation of innovative and proven solutions in the world of enterprise Big Data and business intelligence analytics, positioning them as recognized experts in the data management and big data habitat. For additional information, please visit www.data- bde@data-tactics.com www.linkedin.com/company/data -tactics-corporation www.twitter.com/datatactics www.datatactics.blogspot.com www.youtube.com/datatactics www.flikr.com/photos/datatactics ‹ ‹ tactics.com