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Real-Time Geospatial Intelligence at Scale
1
Mike Kilrain
President, MemSQL USG
2
We live in an
on-demand
economy
3
Consumers
are now
conditioned
to instant
services
4
Data
scientists
need to carry
the world
forward
5
Too often
stuck with
batch
processing
and slow ETL
6
Slow Loading
Slow Queries
No Concurrency
On-going Data Processing Barriers
7
There is
a shift
underway…
the move to
real time
8
INTRODUCING MEMSQL 5
The Real-Time Database Platform for
Transactions and Analytics
memsql.com/download
10
MemSQL is Designed for Modern Workloads
Scalable SQL
In-Memory and Solid-
State
Distributed Datacenter or Cloud
 Multi-mode
 OLTP, OLAP, HTAP
 Multi-model
 ANSI SQL
 Key-value
 Document/JSON
 Geospatial
 In-Memory rowstore
 Solid-state columnstore
 Stream directly to rowstore
or columnstore
 Distributed query optimizer
and execution
 Scale-out on commodity
hardware
 Deploy on-premises
 Cloud agnostic
 Amazon
 Microsoft
 Google
 Digital Ocean
Simple Real-Time Affordable Flexible
SSD
11
Real-time
dashboards
are just the
first step
12
Streamliner
real-time
pipelines and
predictive
analytics
13
Spark MLlib Predictive Model
Raw Sensor 1 + Predictive Score 1
Real-Time Scoring for Predictive Applications
ID S1 S2 P1 P2
1
…
Real-
Time
Inputs
Apache Spark
STREAMLINER
Business
Logic
14
Hadoop
Apache Spark
STREAMLINER
Extending Hadoop to Real-Time Processing
15
Putting
Streamliner to
work for IoT
applications
16
Internet-of-Things simulation depicting health
of wind turbines globally.
7 machines - AWS C4-2X
large instances, at
$0.311 per hour per machine,
annual cost ~ $19,000.
MemSQL PowerStream
17
Sensors
Wind Turbine Wind Farm
MemSQL PowerStream
197,000 wind turbines around the world
18
1 to 2 million data points per second
with MemSQL Streamliner
19
Apache Spark
STREAMLINER
Data Producers
(simulating sensor
activity)
PowerStream User
Interface
MemSQL PowerStream Architecture
20
21
22
Real-time Business Intelligence
dashboard
Simulated pickup/
drop-off data streamed into
MemSQL as rides complete
TaxiStats
23
 Real-time data on
pickups by ZIP code
 Total ride volume
 Rides by time of day
ZoomData Dashboard
24
Get the blueprint
25
THANK YOU

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