redis in memory data processing - imcsummit.org · – redis stream events - trigger an execution...

RedisGearsndashRedisinmemorydataprocessingJUNE 2019 | PIETER CAILLIAU

bull ProducedinBelgium

bull (instanceof)SETomTom

bull Consultantneo4j

bull SolutionArchitectRedisLabs

bull ProductManagerRedisLabs

bull cailliaup

Aboutme

2

1 WhatisRedisandRedisEnterprise

2 StreamProcessingwithRedisGears

3 RedisGearsasaMultimodelEngine

Agenda

4

RedisisFasthellip

5

hellipExtremelyFast

DB-EnginesRanking

6

7

Andyoursquovebeenusingitalready

RedisisExtensivelyandDiverselyUsed

8

UsesRedisforTimelinefollowing

Scope10-20TB

UsesRedisforLocalsiteglobalcaching

UsesRedisforRepositoryrouter

Scope10+TB

UsesRedisforGeosearchuserprofiles

Scope10-20TB

UsesRedisforAllmessages

Scope40TB

RedisTopDifferentiators

Simplicity ExtensibilityPerformanceNoSQLBenchmark

1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC

Servedentirelyfrommemory

Single-threadedlockfree

MostcommandsareexecutedwithO(1)

complexity

Accesstodiscreteelements

withinobjects

Reducedbandwidthoverheadrequirements

Easytoparsenetworkingprotocol

Pipeliningforreduced

networkoverhead

Connectionpooling

OPTIMIZEDARCHITECTURE ADVANCEDPROCESSING EFFICIENTOPERATION

RedisSpeeddifferentiators

11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



bull Createyourowndatatypesandcommands

bull ReuseRedisrsquosimplicityperformancescalabilityandhighavailability

bull CanbewritteninCC++GoPythonRustZig

bull Leverageexistingdatastructures

bull TurnRedisintoaMulti-Modeldatabase

ModulesExtendRedisInfinitely

12

httpsredislabscomcommunityredis-modules-hub

RediSearch(GA) redisearchio

RedisBloom(GA) redisbloomio

RedisTimeSeries redistimeseriesio

RedisJSON(GA) redisjsonio

RedisAI redisaiio

RedisGraph(GA) redisgraphio

RedisModules

13

14

Introducing

RedisEnterprise

15

DBaaSbull Availablesincemid2013

bull 8500+enterprisecustomers

Softwarebull Availablesinceearly2015

bull 300+enterprisecustomers550K+databases

managedworldwide

bull 6oftopFortune10companies

bull 3oftop5communicationscompanies

Customersbull 3oftop4creditcardissuers

bull 3oftop5healthcarecompanies

bull CloudProvider

bull Highermarginbyndash Idleness

bull CloudLock-in

CloudProvidershavedifferentincentives

16

bull DBAASProvider

bull Highermarginbybetterresourceutilizationndash Multi-tenancyndash ReducingRAMndash CPUutilization

RedisEnterpriseAUniquePrimaryDatabase

HIGHESTPERFORMANCELINEARSCALING

HIGHAVAILABILITYWITHINSTANTFAILOVER

DURABILITYATMEMORYSPEEDS

ACTIVE-ACTIVEGEODISTRIBUTION(CRDT-BASED)

BUILT-INHIGHPERFORMANCE SEARCH

MULTI-MODEL

FLEXIBLEDEPLOYMENTOPTIONS(CLOUDON-PREMHYBRID)

INTELLIGENTTIEREDDATAACCESS(RAMampFLASHMEMORY)

FAST RELIABLE FLEXIBLE

RedisEnterpriseCluster

Node1 Node2 NodeN(oddnumber)

18

Unevennumberofsymmetricnodes



19

Singlemasterdatabase

M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3

Howdokeysgetassignedtopartitions

22


23



24

AHighlyAvailableClusteredDatabase

M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer

RESTAPIZerolatencyproxy

RedisShards

RedisEnterpriseSharedNothingSymmetricArchitecture

ClusterManagementPath

NodeWatchdogClusterWatchdog


RedisShardsampProxies

DataPath

26

Data-PathandControlManagementPathSeparation

27

asadatagrid

MicroservicesArchitectureandPolyglotPersistence

28

AuthenticationAuthentication

Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS

TheCostofPolyglotPersistence


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS

Increasedapplicationcomplexity CostlycommunicationApplicationdoesheavyliftinginsharingdatakeepingdatasetsinsync

HighoperationalburdenHighercostofownershipDifferentdatabaseshavespecializedadministrativescalingavailability

requirements

Sub-optimalResourceUsage HighercostDedicatingpodsserversforeachtypeofdatabasereducesdeploymentefficiency

API API API API APIAPI API

RedisEnterpriseAMulti-modelDatabaseforMicroservices

Authentication Customers Catalog Search FraudDetection SessionStore

SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document

Built-inMessageBroker

Built-inPub-SubStreamsforeventsynchacrossdatastores

Whatarewemissing

bull Howtoconsumemessagesinthisldquobuiltinmessageborkerrdquo

bull GivenashardeddatabasehowcanIrunanalyticalqueries

bull MultiModeldatabasendash Singlecopyincoredatatypesndash Intermodulecommunicationndash ComponentXdoingtranslationsbetweenmodules

33

RedisGears

Introducing

RedisGearsisaServerlessengineformulti-modelandclusteroperationsinRedissupportingbotheventdriven

aswellasbatchoperations

WhatisRedisGears

GearsCoordinator MapReducerGearsExecuter

GearsinfrastructureiswritteninC

C-API

Soon Soon

HighPerformanceArchitecture

RedisGearsallowstodefineapipeofoperations

bull Returningvaluefromoneoperationispassedtothenextoperationinthepipe

bull Lastoperationreturningtheresulttotheuserbull Firstoperationiscalledlsquoreaderrsquo-responsibleforprovidingdata

ndash Keysreader-readkeysfromRedisndash Streamreader-readstreamsfromRedisndash Pythonreader-allowtousertowritehisownreadersinpython

ScriptingwithRedisGears

36

bull Map

bull FlatMap

bull Filterbull Groupby+Reducebull Aggregatebull Sortbull Limit

bull ForEachbull Distinct

SupportedOperations

37

Reader(Flat)Mapper

UsingRedisGearsndash(Flat)Mapping

UsingRedisGears-Filtering

Reader Filterrecordwith1doc

UsingRedisGears-Aggregate

Reader CountAggregator

1

1

Demo

GearshasastreamingAPItoallowtotriggergearsexecutiononeventsndash RedisStreamevents-Triggeranexecutionwheneveranewdataentersasteamndash RedisKeysevents-Triggeranoperationwheneverakeyistouched

UseCase1ndashStreamProcessing

RedisTimeSeriesRedisStreams

Everysec

BecauseofRedisGearsrsquoflexibility(itsactuallyrunningpython)youcanachieveinternalmoduleintegrationwithitndash ReadfromhashesandindexinRediSearchRedisGraphndash ReadRedisJSONdataandpasstoRedisTimeSeriesndash hellip

UseCase2ndashaMultiModelEngine

RediSearch

RedisHashesEveryupdate

RedisGraph

createthebuilderbuilder=GearsBuilder()filtereventsonkeyall_keysbuilderfilter(lambdaxx[key]=all_keys)addthekeystoall_keyssetbuildermap(lambdaxexecute(saddall_keysx[key]))registertheexecutiononkeyspacenotificationbuilderregister()

Buildagearthatcreatesmaintainsasetofallkeyswithinredis

Recipe1ndasheventriggering

createthepipebuilderKeysOnlyReaderisaperformanceimprovementonlypipingthekeysbuilder=GearsBuilder(KeysOnlyReader)getfromeachhashthegenresfieldbuildermap(lambdaxexecute(hgetxgenres))filterthosewhodonothavegenresbuilderfilter(lambdaxxisnotNone)splitgenresbycommabuilderflatmap(lambdaxxsplit())countforeachgenrethenumberoftimesitappearsbuildercountby()starttheexecutionbuilderrun(movie)

Buildagearthatcountshowoftenagenreisusedwithinasetofmovies

Recipe2ndashmapreducing

createthebuilderwithaStreamReaderbuilder=GearsBuilder(StreamReader)extracteachfieldvaluepairfromthemessageandincreasethepipegranularitybuilderflatmap(lambdax[(a[0]a[1])forainxitems()])filteroutthestreamIditselfbuilderfilter(lambdaxx[0]=streamId)makesurethegearsdatalivesinthecorrectshardbuilderrepartition(lambdaxx[0])applyeachfieldvaluepairtoakeybuilderforeach(lambdaxexecute(setx[0]x[1]))registeronnewmessagesonthestreaminputStreambuilderregister(inputStream)

Buildagearthatconsumesastreamandupdateskeysaccordingly

Recipe3ndashstreamprocessing

ExampleTriggerExplained

47


48


49

ExampleTriggerExplained-Flatmap

50

ExampleTriggerExplained-Repartition

51

ExampleTriggerExplained-executeCommand

52

Demo

DemoSetup

54

bull httpsgithubcomRedisGearsAnimalRecognitionDemo

bull redisfoundmycat

Challenge

55





RedisAI redisaiio


RedisModules

56

RedisGearsredisgearsio

Thankyoupieterredislabscom

57

bull ProducedinBelgium

bull (instanceof)SETomTom

bull Consultantneo4j

bull SolutionArchitectRedisLabs

bull ProductManagerRedisLabs

bull cailliaup

Aboutme

2




Agenda

4

RedisisFasthellip

5

hellipExtremelyFast

DB-EnginesRanking

6

7



8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57




Agenda

4

RedisisFasthellip

5

hellipExtremelyFast

DB-EnginesRanking

6

7



8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

4

RedisisFasthellip

5

hellipExtremelyFast

DB-EnginesRanking

6

7



8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

5

hellipExtremelyFast

DB-EnginesRanking

6

7



8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

DB-EnginesRanking

6

7



8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

7



8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


8


Scope10-20TB



Scope10+TB


Scope10-20TB


Scope40TB



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



1

RedisDataStructures

2 3

RedisModules

9

Lists

Hashes

Bitmaps

Strings

Bitfield

Streams

Hyperloglog

SortedSets

Sets

GeospatialIndexes

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

10

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling



11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

11

WritteninC




complexity


withinobjects




networkoverhead

Connectionpooling









12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57







12






RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57





RedisAI redisaiio


RedisModules

13

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

14

Introducing

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

RedisEnterprise

15





managedworldwide





bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

bull CloudProvider


bull CloudLock-in


16

bull DBAASProvider








MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57







MULTI-MODEL






18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



18




19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



19


M



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



20

AnHAdatabase

SM



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



21

AClusteredDatabase

M1 M2 M3


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


22


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


23



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



24


M1 M2 M3S3 S1 S2

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

RedisEnterpriseNode

25

ClusterManager

EnterpriseLayer

OpenSourceLayer


RedisShards






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57






DataPath

26


27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

27

asadatagrid


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


28


Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



Authentication

KeyValue

K V

KeyValue

K V

KeyValue

K V

Customers

KeyValue

K V

Graph

CustomersKeyValue

K V

Graph

Catalog

RDBMS Cache

Search

SessionStore

SessionStore

SessionStore

Document

Document

Document

API

API

API

API

API

API

API

API

API

FraudDetection

API

ColumnarSearch

Fulfilment API

RDBMS



requirements





SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57




SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


SearchGraphKeyValue

RDBMS

KeyValueCache

RDBMS

Cache

Fulfilment

KeyValue Document



Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

Whatarewemissing




33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

33

RedisGears

Introducing



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



WhatisRedisGears



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



C-API

Soon Soon







36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57






36

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

bull Map

bull FlatMap



SupportedOperations

37

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

Reader(Flat)Mapper






1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57





1

1

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

Demo




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57




Everysec



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



RediSearch


RedisGraph











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57











47


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


48


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


49


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


50


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


51


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57


52

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

Demo

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57

DemoSetup

54



Challenge

55





RedisAI redisaiio


RedisModules

56



57



Challenge

55





RedisAI redisaiio


RedisModules

56



57





RedisAI redisaiio


RedisModules

56



57


57

redis in memory data processing - imcsummit.org · – redis stream events - trigger an execution...

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