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Big Data: Operational Excellence
The document outlines a series of webinars focused on big data applications across various sectors, including healthcare, public services, and operational excellence. It emphasizes the importance of real-time analytics and predictive maintenance for improving business efficiency and decision-making. Additionally, it highlights the roles of data scientists and the implementation of Hadoop for managing and analyzing large datasets.
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Big Data: Operational Excellence
- 2. Big Data WebinarSeries
- 3. Big Data WebinarSeries Customer Intimacy & Develop New BusinessCustomer Intimacy & Develop New BusinessMarch 11, 2014 Operational ExcellenceOperational ExcellenceMarch 18, 2014 March 25, 2014 April 1, 2014 April 3, 2014 Big Data in Public ServicesBig Data in Public Services Big Data in Healthcare & Life SciencesBig Data in Healthcare & Life Sciences Big Data in Human ResourcesBig Data in Human Resources
- 4. Big Data Overview NewData Structured Semi Not structured Social Media Mobile Sensor data Analytics becomes 1-on-1 & Real-Time Enables a huge number of ‘new’ or improved Big Data Applications Open Data Analytics becomes 1-on-1 & Real-Time Business domains Operational Excellence Customer Intimacy New Business Risk Management Retail Banking/securities Healthcare Telecom Media & entertainment Government Utilities Insurance Manufacturing Pharma Transport Services X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X … Source: Gartner
- 5. 1-on-1 & RealTime Analytics
- 6. • Engines &Gas Turbines for Aircraft & Vessels • 18K components per engine • Real-time capture of Sensor Data • Temperature, pressure, vibration, speed, location,consumption,… • 13K+ Aircraft Engines in use • Data is monitored and Analyzed in Engine Health Monitoring Center Predictive Analytics Proactive Maintenance (Operational Peace of Mind + Financial Predictability) Prescriptive Analytics Input for product development next generation engines (Fuel consumption, CO2-emissions & Noise) Operational Excellence
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- 9. Operational Excellence • Capturingrefrigerator, heating & lighting data over period 1 year (Temperature/Elect. Consumption) • Build KPI’s • Execute on anomalies • Capture sensor data from Gas Turbines (500Gb/Sensor/Day) • Reveal patterns on when blades brake • Pro-active Maintenance • Acquiring data from telematics sensors (46K vehicles: speed, direction, braking,… • Match with On-line Map Data • Reconfiguration of drivers pick-ups & drop-offs TelcoTelco • Capture log data from cable modems and network devices (temp./voltage/throughput/…) • Reveal patterns on failure • Pro-active Maintenance
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- 13. Data Flow Concepts AnalyzeAnalyzeAcquireAcquireOrganizeOrganize DecideDecide OLTP Data RDBMS ETL DWH BI
- 14. Data Flow Concepts AnalyzeAnalyzeAcquireAcquireOrganizeOrganize DecideDecide RDBMS ETL DWH BI New Data OLTP Data
- 15. Use Case drivesthe Data Flows AnalyzeAnalyzeAcquireAcquire OrganizeOrganize DecideDecide RDBMS ETL DWH BI New Data OLTP Data
- 16. Use Case drivesthe Data Flows AnalyzeAnalyzeAcquireAcquire OrganizeOrganize DecideDecide RDBMS ETL New Data OLTP Data
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- 18. Cronos Big DataServices Offering Use Case Discovery Workshop Big Data Analytics Implementation Services Proof of Concepts
- 19. The role ofthe Data Scientist Business Strategy Analyst Hadoop System Administrator Hadoop Developer Data Architect Data Analyst/ Statistician Identify Business Pains & demonstrate through Analytical skills how the available data can be exploited on a Strategic Level Hadoop Cluster installation & administration. Data Loading Build the relevant dataset by cleansing, filtering, grouping and aggregating the data using parallel processing languages like MapReduce Hive, Pig, Impala,… ETL tooling, MDM, Data Cleaning & Matching Integration with Enterprise Architecture Data Governance & Security Through statistical Analysis, conceptual and predictive data modeling, machine learning,… Discover patterns, trends, insights. Translate these to Business Opportunities
- 20. Cronos Big DataReferences Use Case Discovery Workshop Proof Of Concept Implementation Services Big Data Analytics Call Center Healthcare Utility Editor Telco ISV Media Transport Manufacturing & Distribution Online Gaming
- 21. Clever usage ofdata to make better decisions Clever usage of data to make better decisions Conclusions
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Editor's Notes
- #8 Oplijsten van welke toepassingen in welk
- #21 N-Alloo Grabble Aquafin Blondé Telenet NGData De Persgroep Blondé/Thermo King POC voor Sales in samenwerking met Blondé. Samenbrengen van alle soorten databronnnen (CRM Sales & Service, ERP, Persberichten, Social Media,…) en dan via Content Mgmt platform van Blondé creëren van gepersonaliseerde “Sales Dashboard” voor de sales. Eriks Napoleon Games