©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