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©2019 Baker Hughes, GE company, LLC (“BHGE”). All rights reserved.
From Edge to AI
Mike Olson
Founder and Chief Strategy Officer
2 © Cloudera, Inc. All rights reserved.
of unstructured data is analyzed or
used at all (3)
THE DATA-DRIVEN ENTERPRISE
connected devices
more data
(2)
AN UNTAPPED OPPORTUNITY
(1)
of structured data is actively used in making decisions (3)
1. IDC estimates that there will be 30B IoT and connected devices in 2020
2. IDC estimates that there will be 440x more data in 2020 than 2005
3. Harvard Business Review 2017
THE DATA ECONOMY
3 © Cloudera, Inc. All rights reserved.
SNAPSHOT OF CLOUDERA
TTM Revenue Customers Employees
4 © Cloudera, Inc. All rights reserved.
the enterprise data cloud company
We believe that datacan make what is impossible today, possible tomorrow
We empower peopleto transform complex data into clear and actionable insights
We deliver an enterprise data cloud
for any data, anywhere, from the Edge to AI
5 © Cloudera, Inc. All rights reserved.
MARKET DEVELOPMENT & PHASES OF GROWTH
BIG DATA
TECH
DATA
PLATFORM
CIO
& Data Admins
ML, ANALYTICS
& CLOUD
LOB
& Data ScientistsIT early
adopters &
Developers
DIGITAL
TRANSFORMATIONpowered by data
C-suite &
Boards
6 © Cloudera, Inc. All rights reserved.
The Industry’s First Enterprise Data Cloud
From the Edge to AI
Data
Engineering
Data
Warehouse
IoT, Ingest &
Streaming
AI, ML &
Data Science
Enterprise Data Cloud
7 © Cloudera, Inc. All rights reserved.
ACTIONABLE INTELLIGENCE FUELS OIL & GAS INDUSTRY
ERP
Data
Field
Comments
REAL-TIME
MONITORING
SINGLE VIEW OF
OPERATIONS
PREDICTIVE
MAINTENANCE
LAS ARCHIVE
& ANALYTICS
UNSTRUCTURED
DATA
CLASSIFICATION
Engineering
Notes
WITSML
Data
Weather &
EnvironmentVehicle
GPS Data
GIS Data
SCADA
Systems
Production
Histories
G&G
Data
IoT Gateway
Data
Video
8 © Cloudera, Inc. All rights reserved.
IoT
Gateways
IoT
Hub
END-TO-END IOT ARCHITECTURE: OVERVIEWIntegrating IoT Operating Technology, Data Management, Analytics, and Applications
Application Data
ApplicationsConnected
“Things”
Telemetry
Data
Application
Integration
Real-Time
Analytics
Data IngestReal-Time
ProcessingData Storage
Data SecurityMachine
Learning
Telemetry
Data
Management
Telemetry
Data
Management
9 © Cloudera, Inc. All rights reserved.
Historian Offload
Basic Visualization
Advanced &
Predictive Analytics
Modeling & Machine
Learning
Push Intelligence
to the IoT ‘edge’
OFFLOAD
VISUALIZE
ANALYZE
MODEL
PREDICT
TRANSFORM
Real-Time
Analytics & BI
Add New Connected
& Contextual Data
Sources
TYPICAL IOT ANALYTICS JOURNEY
10 © Cloudera, Inc. All rights reserved.
KEY USE CASES FOR OIL & GAS
PRODUCTION
OPTIMIZATION
FIELD PLANNING &
DEVELOPMENT
RELIABILITY,
INTEGRITY,
PROCESS
OPTIMIZATION• Subsurface lithology
identification and
prediction
• Optimized drilling
• Monitor production flow
in real-time
• Improve safety &
efficiency
• Well lifecycle
management
• Equipment monitoring
& diagnostics
• Eliminate asset down-
time
• Real-time to predictive
analytics & alerts
THANK YOUMike Olson
mike.olson@cloudera.com
@mikeolson
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