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Real-Time Geospatial Intelligence at Scale
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Mike KilrainPresident, MemSQL USG
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We live in an on-demand economy
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Consumers are now conditionedto instant services4
Data scientists need to carry the world forward5
Too often stuck with batch processing and slow ETL6
Slow LoadingSlow QueriesNo ConcurrencyOn-going Data Processing
Barriers
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There isa shift underwaythe move to real time
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INTRODUCING MEMSQL 5
The Real-Time Database Platform for Transactions and
Analyticsmemsql.com/download
10MemSQL is Designed for Modern WorkloadsScalable SQLIn-Memory
and Solid-StateDistributedDatacenter or CloudMulti-modeOLTP, OLAP,
HTAPMulti-modelANSI SQLKey-valueDocument/JSONGeospatialIn-Memory
rowstoreSolid-state columnstoreStream directly to rowstore or
columnstoreDistributed query optimizer and executionScale-out on
commodity hardware
Deploy on-premisesCloud agnosticAmazonMicrosoftGoogleDigital
OceanSimpleReal-TimeAffordableFlexible
SSD
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Real-time dashboards are just thefirst step
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Streamliner
real-time pipelines andpredictive analytics
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Spark MLlib Predictive ModelRaw Sensor 1 + Predictive Score
1Real-Time Scoring for Predictive Applications
IDS1S2P1P21
Real-Time Inputs
Apache Spark
STREAMLINER
Business Logic14
HadoopApache Spark
STREAMLINERExtending Hadoop to Real-Time Processing15
Putting Streamliner to work for IoT applications
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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 PowerStream17
Sensors
Wind TurbineWind FarmMemSQL PowerStream197,000 wind turbines
around the world18
1 to 2 million data points per secondwith MemSQL
Streamliner19
Apache Spark
STREAMLINERData Producers(simulating sensor activity)PowerStream
User InterfaceMemSQL PowerStream Architecture
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Real-time Business Intelligence dashboard
Simulated pickup/drop-off data streamed into MemSQL as rides
completeTaxiStats
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Real-time data on pickups by ZIP codeTotal ride volumeRides by
time of dayZoomData Dashboard
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Get the blueprint25
THANK YOU
