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PowerPoint Presentation
Driving the On-Demand Economy with Predictive Analytics
Eric Frenkiel, CEO
DATA CORPUS
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DATA CORPUS
ACTORS
Applications
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DATA CORPUS
ACTORS
ApplicationsOPERATORS
Data Science
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DATA CORPUS
ACTORS
ApplicationsOPERATORS
Data Science
ACTORS + OPERATORS
Real-TimeMachine Learning
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ACTORS
ApplicationsOPERATORS
Data ScienceACTORS + OPERATORS
Real-TimeMachine Learning
FEEDBACK LOOP
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PRECISION
With Real-time ML, time becomes the smarter transaction for action7
TUNING
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DISCOVERY
With real-time ML, opportunities are presented as actions due to precision and accuracy of identification9
Todays TalkThe On-Demand EconomyIntroduction to MemSQLCustomer Use CasesDemo
The on-demand economy is here.
Consumers are now conditionedto instant services
Discuss the on-demand economy and what role MemSQL plays in it.
Data scientists need to carry the world forward
Too often stuck with batch processing and slow ETL
Slow LoadingSlow QueriesNo ConcurrencyOn-going Data Processing Barriers
A shift is underwaythe move to real time
The Real-Time Data Warehousefor the Frontline of Your Business
Real-TimeScalableMulti-CloudFast Ingest, Low Latency Queries, High ConcurrencyOperational and Ad-Hoc AnalyticsPowerful applicationsPetabyte scaleElasticCommodity hardwareLow TCOCloud Managed ServiceOn-premisesMulti-cloud deploymentsEnterprise-grade Security
A Modern Data Warehouse for the Enterprise Frontlines
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Real-Time DataMessaging andTransformsHistorical DataBare Metal, Virtual Machines, ContainersOn-Premises, Cloud, As a ServiceBusiness Intelligence DashboardsReal-Time ApplicationAnalytics
Real-Time Data WarehouseLive DataMemory Optimized Tables
Historical DataDisk Optimized Tables
Streaming IngestReal-Time Data Pipelines
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How Did We Get Here
Trying to build scale-out for a traditional product
Scale-out
Every piece of technology is scalableAnalyzing data from hundreds of thousands of machinesDelivering immense value in real-timeReal-time code deploymentDetecting anomaliesA/B testing resultsFundamentally making the business faster by providing data at your fingertipsAn Insiders View at Facebook
Imagine scaling a database on industry standard hardware.
Need 2x the performance? Add 2x the nodes.
MemSQL Confidential28
Product or Services Scores for Operational Data Warehouse
Critical Capabilities for Data Warehouse and Data Management Solutions for Analytics
Gartner, July 2016
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A few thoughts on the Cloud
Aim for Dual-Cloud Equilibrium
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Core Business Data
Gartner Hybrid DBMS Cloud Scenarios31
DevTestDisasterrecovery
Architecture SpanningUse Case Specific
Multicloud
Prod
Source: Gartner (April 2016)
Fully managed database servicefor real-time analyticsFast data ingest from Amazon S3,Kinesis, or Apache KafkaLift and Shift to the Cloud
REAL-TIME ANALYTICS AT YOUR SERVICE
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A Comprehensive Hybrid Cloud ApproachOn-Premises deploymentsAny hardware, NUMA optimizations, vectorized processingAny Linux, VMs, ContainersRobust security including Role-based Access Control (RBAC)Perfect for retiring legacy appliancesAny CloudAny cloud service IaaSSimple `replicate database` command
Strategic Approach to Global AnalyticsDevelop a center of excellence for real-time infrastructureInclude both real-time AND historical data
Identify complements and replacements for traditional technologiesData warehouse appliances, rigid systems
Choose a straightforward pathFaster historical insights, real-time data, predictive analytics
Customer Use Cases
Real-time analytics transformed profitability analysis of customer logistics from weekly to daily, and reduced latency from days to minutes+
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37BUSINESS BENEFITSNew increased profitability customer logistics analysis from weekly to dailyReduce Latency from days to minutes
TECHNICAL BENEFITSReduced 22 hour ETL to minutesIncreased query response time by 80x
THE KELLOGGS REAL-TIME ARCHITECTURE
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22 hours to minutes80x faster
Reducing delay in freshness of data from two hours to 10 minutes+
BUSINESS BENEFITSReach over 1.5 billion users across 100s of thousands of mobile appsReal-time optimization of advertising campaigns with improved post-install engagementsNet new personalized campaign performance reports for greater visibility
TECHNICAL BENEFITS10x faster data refresh, from hours to minutesAd-hoc queries on raw log-level data in secondsReal-time deduplication1 TB/day ingest
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THE MANAGE REAL-TIME ARCHITECTURE
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REAL-TIMEANALYTICS
Real-Time inputshttp://www.enterprisetech.com/2016/12/09/managing-30b-bid-requests/
DellEMC Adopts MemSQL for Customer Acquisition Lifecycle Management
+
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BUSINESS BENEFITSDeliver real-time customer updates to DellEMC Sales DepartmentScale customer analytics to increase sales productivityExecute joins across multiple distributed data setDrive real-time personalization for operational efficiency
TECHNICAL BENEFITSData loadingConcurrencySub-second responseDistributed joins
DELLEMC REAL-TIME ARCHITECTURE
REAL-TIMEANALYTICS
SECURE DATA LAKE ARCHITECTURE
45http://itblog.emc.com/2016/05/03/simplifying-lives-emc-myservice360/
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The global leader in Content Delivery Network services, has deployed MemSQL to enhance billing speed and efficiency for thousands of customers around the world +
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BUSINESS BENEFITSAnalyze Historical Against Live Data30% Increased Forecast AccuracyTighter Financial Reporting to Street
TECHNICAL BENEFITSAnalyze Millions of rows / secondMassive Concurrency8 Million UPSERTS per secondProcess 1PB Data Per Day
THE AKAMAI REAL-TIME ARCHITECTURE
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REAL-TIMEANALYTICS
Customer traffic statistics
Demo
Front OfficeBack Office
Real-TimeBatch
Predictive InsightHindsight
Q&A
www.memsql.comThank You