big data: operational excellence
DESCRIPTION
How can Big Data help to improve the Operational Excellence within your organization. Use Cases, Architecture, and project ApproachTRANSCRIPT
Big Data Webinar Series
Big Data Webinar Series
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
Big Data OverviewNew Data
Structured Semi
Not structured
SocialMedia 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 BusinessRisk
Management
RetailBanking/securitiesHealthcareTelecomMedia & entertainmentGovernment UtilitiesInsuranceManufacturingPharmaTransportServices
XXXXXXXXXXX
XXXXXXXXXXX
XXXXXXXXXX X
XXXXXXXXXXX
…
Source: Gartner
1-on-1 & Real Time Analytics
• 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
Operational Excellence
Operational Excellence
Operational Excellence• Capturing refrigerator, 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
Operational Excellence
Operational Excellence
Operational Excellence
Data Flow Concepts
AnalyzeAnalyzeAcquireAcquire OrganizeOrganize DecideDecide
OLTP Data
RDBMS ETL DWH BI
Data Flow Concepts
AnalyzeAnalyzeAcquireAcquire OrganizeOrganize DecideDecide
RDBMS ETL DWH BI
New Data
OLTP Data
Use Case drives the Data Flows
AnalyzeAnalyzeAcquireAcquire OrganizeOrganize DecideDecide
RDBMS ETL DWH BI
New Data
OLTP Data
Use Case drives the Data Flows
AnalyzeAnalyzeAcquireAcquire OrganizeOrganize DecideDecide
RDBMS ETL
New Data
OLTP Data
Big Data Journey
Cronos Big Data Services Offering
Use Case Discovery Workshop
Big DataAnalytics
Implementation Services
Proof ofConcepts
The role of the 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
ArchitectureData
Governance & Security
Through statistical Analysis,
conceptual and predictive data
modeling, machine learning,…
Discover patterns, trends, insights.
Translate these to Business
Opportunities
Cronos Big Data ReferencesUse Case Discovery Workshop
Proof OfConcept
Implementation Services
Big Data Analytics
Call Center
Healthcare
Utility
Editor
Telco
ISV
Media
Transport
Manufacturing & Distribution
Online Gaming
Clever usage of datato make better decisions
Clever usage of datato make better decisions
Conclusions
Contact: [email protected]`+32 496 57 66 27
