1803 SalonBigData Vcompressée
Transcript of 1803 SalonBigData Vcompressée
HyperCube
M.Hispa,E.Jesover,P.Maury
13Mars2018
Salon Big Data 2018
www.hcube.iowww.bearingpoint.fr
Who we are
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WhollyownedaffiliateofBearingPointconsultingfirm
WeareaDataScience/MLplatformVendor
5k+RegisteredusersWW
EMPLOYEES
20+Developers100+HyperCubechampions&datascienceexperts
PARTNERSHIPS
10+GlobaltechnologyandServicespartnerships
OFFICES
15+R&DLabbasedinPariswithlocalsalesforceinEU/JP/US
ACQUISITION
1OptimProcessacquiredin‘17tospeed-upIndustry4.0gotomarket
55%Revenuegrowthin2017
REVENUES USERS
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understand structure&distributionofyou data
connect easily toexistingsql/NoSql database
generate predictive models&measure performance
gaininsightsonkeydriversandrelated relationships
HyperCubeasacomprehensive AIworkbench that makes DataScience easy,powerful anddeployed
interact with your dataquickly andintuitively
putinto productiontodeliver tangibleresults
OurDATAPlatformtospeedupdatadriven applications&servicesdevelopment
OptixOptimProcess
Nitro…
Credit Risk ScoringSalesForecast
…
Ext.SOLUTIONS HYPERCUBE VERTICALAPPS DataAAS
HYPERCUBEDATAPLATFORM
BusinessLogic
CoreFeatures
Computation
UserExperience
CommonHTMLUI
MACHINELEARNING OPTIMISATION&SIMULATIONSTATISTICS
SQL/NoSQL DATABASE– HADOOP/HDFSData
Authentification/Tasks Mgt /FileMgt /Logs&Monitoring…
PredixSalesForce
R6Abacus
…
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OptimizeB2Bcatalogquotesmanagement
• Homogenizepricingpolicy
• DriveupMargins
Driveindustry4.0&IoT revolution
• Enhancequality• Reduceenergy
consumption• Anticipatefailures
OptimizedeliveriesatD/W/M+1foreveryPoS
• Generatesavings&incrementalrevenue
• Increaseproductivity
SalonBigData2018 7AwardedatESMO2014FiledanEuropeanPatent
ScientificpublicationsandSelectionatscientificcongresses
LungCancerChronicKidneyFailurePorphyriaTransplantrejection
BrainDiseases
Wedevelopcloserelationships withAcademics
Aphilanthropicendowmentfundcomposedofbioinformaticians &DataScientists
Toworkonmedicalresearchinrare/orphandiseases&majorpublichealthissues
BigDatateachingchairatTelecomParisTech
tofillthegapbetweenindustrydatachallenges&academicresearch
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Whatmakeusdifferent
R&DonproprietaryMLAlgorithms
Software+Auto-scalablecloudplatformoffering
Strongsupport&leverageofBearingPointnetwork
Academicsfruitfulcollaboration
OurITStack
HyperCubereliesoncutting edge androbust technologiesforBigDataandMachineLearning
ProductArchitecture
Internet/LocalNetwork
Securitybydefault:HTTPS/JWT
HyperCubePublicAPI
ExpressJSSocketIO mongoDBHTTPReverse
Proxy
Node.js
PythonNumpy,Scipy,Pandas,Jupyter
NoteBook,SciKitLearn
InBrowser:HTML5/CSSD3 AngularJS Material Bootstrap
JQuery
Hadoop
SPARKMLib
HDFSS3
AzureHBase
HyperCubePlatformArchitectureonAWS
WebApplicationFirewall(WAF)
EC2ContainerService(ECS)
VirtualPrivate Cloud(VPC)
ApplicationLoadBalancer(ALB)
Storage&
Static FilesS3
Node
PythonWorkerPythonWorker
PythonWorker
Node PythonWorker
PythonWorker
VPC
MongoDBAtlascluster
EC2ContainerService(ECS)
Availability Zone
Prometheus,NGINX,InternalApplicationLoadBalancer(ALB)fluentd
ElasticSearchKibanaGrafana
EC2OnDemand
PythonWorker
PythonWorker
NodePythonWorker
EC2SpotFleet
PythonWorker Node
PythonWorker
VPCpeering
LiveDemo!
Verticals shortvideos