1.
Enabling IoT Business Models:
Apache Spark & MongoDB
Mat Keep
Director, MongoDB Product Team
mat.keep@mongodb.com
@matkeep

2.
Product-as-a-Service
Hyper-Connected
Value Chains
Data
Brokerages

3.
Operational
Efficiency

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4
IOTApps Have
New DNA
• Data, data and more data
(Lots of it, lots of different structures)
• Algorithms & machine learning
• Real-time analytics: predict and act

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5
“We do not believe
traditional data
storage architectures
are well- suited to
accommodate the
volume, velocity, and
variety of IoT data”
Morgan Stanley,
The Internet of Things is Now, 2014

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IoT Database Requirements
Flexible
Data
Model Real
Time
Analy4cs
Scalable
Dynamic
Schema
Grow
Fast
Secondary
Indexes,
Aggrega9ons,
Search
Agile
Con9nuous
Innova9on
Enterprise-­‐Ready
Secure
&
Reliable

7.
Apache Spark is the
Taylor Swift of big
data software.
“
Derrick Harris, Fortune
“

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8
What is Spark?
Fast and general purpose distributed computing engine for large data
sets
• APIs in Java, Scala, Python, R
• Libraries for SQL, streaming, machine learning, …
• It’s fundamentally different to what’s come before

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Common Deployment Pattern
Sensor
Feed
Spark
Streaming
{
"time": "Mon Sep 24 03:35",
"freebandnames": 4
}
{
"time": "Mon Nov 5 09:40",
“mongoDBLondon": 400
}
{
"time": "Mon Nov 5 11:50",
“spark": 7556
}

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NowThen IoT Suite

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Automotive Field Data Project
Project SCFD
• Remote Condition Monitoring: Brakes,
power steering, engine components
• Usage patterns: temperature, voltage,
etc.
• Predictive analytics, product
optimization
Value Creation for Auto-Manufacturers
• Increases customer loyalty
• Improves product designAsset
Management
Stream
Processing
Big Data
Management
Analytics
B RM B RM

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• Use Case: Precision Agriculture
– Fleet monitoring & preventative maintenance
– Crop management: Optimize seed placement, fertilization
& irrigation
– 50+ sensors per machine, transmitting every 200ms, GPS
accuracy to 1cm
– MongoDB aggregates and stores sensor data for routing
control and visualizations
• Value Creation for Equipment Vendor
– Enables farmers to maximize agricultural yields
– Create a marketplace for data sharing & mobile apps
Agriculture: Farm Optimization

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Wearables: Clinical Health Trials
• Collect patient healthcare data
from wearable devices
• Collect patient data every 15
minutes
• Hundreds of billions of
measurements
• Stores survey, diaries, reminders
• Data accessed via clinicians and
pharma company
• Multi-tenant, HIPPA-compliant app
running on AWS
Results
• Faster and more accurate results
• Reduced medical trial costs

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Stratio: Customer Experience Management
• Use Case: Real-Time Monitoring, Multi-National Banking
Group
– Monitor online banking systems to ensure QoS
– Log data & social streams collected in Flume
– Aggregated and written to MongoDB
– Sessions rebuilt in the event of failure
– SparkSQL queries build operational dashboards
• Value Creation for Bank
– Improved customer service
– Deeper customer insight

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Data
&
analy9cs
unlock
IoT
value
IoT
places
new
demands
on
technology
choices
Open
source
&
cloud
makes
it
easier
than
ever
to
experiment,
measure
and
learn
Takeaways

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Learn More
• IoT & Big Data: Bosch & MongoDB Whitepaper
• Turning Analytics into Real-Time Action:
Spark and MongoDB

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For More Information
Resource Location
Case Studies mongodb.com/customers
Presentations mongodb.com/presentations
Free Online Training education.mongodb.com
Webinars and Events mongodb.com/events
Documentation docs.mongodb.org
MongoDB Downloads mongodb.com/download
Additional Info info@mongodb.com

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Are These in Your Technology Roadmap?