SlideShare una empresa de Scribd logo
1 de 31
Presented by Pieter Brinkman , Director of Developer & Platform Evangelism
Sitecore
DMS Data model Oh (No)SQL
where is the data at?Sitecore xDB:
DMS Data model
MongoDB
Introduction
Architecture
Experience Marketing
Reporting Database API
Session state
Scaling
Q&A
Reporting Service
Collections
Collection Database
Aggregation service
Personalization
Distributed Computing
Experience Profile
Possible subjects
xDB
Introducing Sitecore Experience PlatformArchitecture
formerly known as Customer Engagement Platform
• It’s the harvesting engine
• DMS fully scalable; horizontal and vertical
• Collecting, processing and analyzing
• Experience Profile, xDB foundational piece!
Sitecore 7.5 (Experience Platform)
• Experience Platform environment with:
• Content Delivery
• Content Databases Server (core, master, web)
• Collection Database Server
• Reporting database
Experience PlatformArchitecture
Report Optimized
Data Storage
Content Databases
Collection Database
Content Delivery
xDB in Cloud
Scalable ServicesArchitecture
Services
Session state
Collection
Processing
Reporting
• Provide session management services to the content delivery
and personalization components.
• Can be implemented by any ASP.NET session state store
provider that supports the Session_End event.
• Default session state mode supported in Sitecore xDB is inProc
ASP.NET
• Comes with a compatible provider for MongoDB and SQL
server.
Services
Session state
Collection
Processing
Reporting
The Collection Database (MongoDB) is a NoSQL scalable database
that stores data about contacts, history and automations. It is
capable of collecting and storing vast amounts of customer
experience data.
Services
Session state
Collection
Processing
Reporting
• Generic framework for processing tasks (distributed computing).
• Extracts information from raw captured analytics data and
transforms it into a form suitable for use in analytics.
• Performs specific tasks on the collection database that involve
mass updates.
• The Aggregation process is implemented using a Sitecore
application instance connected to both the Collection database
and Reporting databases.
• For development you can also run on the same Sitecore instance
as other components. Configure processing or aggregation on
single or multiple dedicated servers to achieve higher
performance on high-traffic solutions.
Services
Session state
Collection
Processing
Reporting
Reporting Database (RDB)
• The analytics Reporting database (RDB) stores aggregated
information from the collection database optimized for fast
querying and reporting.
• Implemented in SQL Server.
Reporting Service
• The reporting serviceAPI allows you to execute queries and
extract information from the Collection Database and the
Reporting Database or any other database.
• Main goal is to gutter all information necesary for the report,
processing might be the combination of multilple datasources
Vertical scaling
• Dedicated server for each component
• We’re still implementing a lot of new
features.
• This is the start not the finish.
Multi-server environment
Single, dedicated servers for each software
component in the xDB
Vertical scaling
It is possible to increase
capacity by upgrading
individual hardware
components, depending on the
requirements of each
dedicated server
Horizontal scaling
• MultipleCD instances (multiple clusters).
• Dedicated session state servers
• NoSQL Collection database (MongoDB) for
storing contact and interaction data
• Multiple processing on multiple servers.
• MultipleCM and Reporting servers
• Multiple geographically distributed CD
clusters.
Dataflow example
Session
Shared
Contact
Private
Interaction
Writing to the collection database
Collection
Database
Goal
Page
Page
Contact (if exists)
Reporting Service
Processing Service
Aggregation task
Reporting data flow overview
Collection Database
Report Optimized Data
Storage
Content Management
Experience Analytics Experience Analytics
Experience Dashboard
Experience Profile
Detailed reporting data flow
Collection Database
Reporting Database
Segmentation Index
Custom Data Source
ReportingService
Content Management
Processing
Service
Aggregation
task
Blue arrow : data fetched
Orange arrow : data pushed
Custom Reports
Collection Database
MongoDB architecture
MongoDB databases
• Analytics database is the place to be.
• _history and _live databases are Sitecore
internal databases
• Local is MongoDB system database
Analytics Database collections overview
• Contacts
A contact is a person that uses one or more devices to interact with your
organization.
• Interactions
An interaction is the way in which a contact or customer communicates or
engages with your organization.
• Devices
A contact may use a device to interact with your organization.
• Automation States
Stores documents that keep track of the automation states of contacts.
• Other collections
Used internally by Sitecore for caching and processing.
Interaction collection
Each record in the interaction collection contains:
• references to the Contact (visitor).
• detailed data from one session (visit).
• the interaction page trail (pages).
DMS Data model translation to MongoDB collections
DMS Data model translation to MongoDB collections
Contacts, Interactions, Pages
Jared
[2]
(0)(1)(2)
[3]
DEMO
Reporting Database
Data Model
Reporting database
The tables in the reporting database are simplified for performance optimization
and contain data from the collection Database needed for summary and trend
reports.
The reporting database contains Dimension and Fact tables.
Reporting Database tables
The Fact table contains information about the metrics collected. A fact table can be used
by one or more reports.
The data in the fact tables are calculated by the aggregation task.
Fact tables
“It’s not what you make, it’s what you keep”
by Dan Solovay (Sitecore MVP)
Questions?
@pieterbrink123

Más contenido relacionado

La actualidad más candente

Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013
Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013
Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013Scott Hoag
 
Building Solutions With Business Connectivity Services
Building Solutions With Business Connectivity ServicesBuilding Solutions With Business Connectivity Services
Building Solutions With Business Connectivity ServicesChakkaradeep Chandran
 
JAXSPUG April 2016 - Staying in the Know with Office 365
JAXSPUG April 2016 - Staying in the Know with Office 365JAXSPUG April 2016 - Staying in the Know with Office 365
JAXSPUG April 2016 - Staying in the Know with Office 365Scott Hoag
 
Sharepoint Saturday - Sharepoint Integration and Business Intelligence
Sharepoint Saturday - Sharepoint Integration and Business IntelligenceSharepoint Saturday - Sharepoint Integration and Business Intelligence
Sharepoint Saturday - Sharepoint Integration and Business IntelligenceFrançois Souyri
 
SharePoint 2013 Hybrid Deployment: End-to-end configuration process
SharePoint 2013 Hybrid Deployment: End-to-end configuration processSharePoint 2013 Hybrid Deployment: End-to-end configuration process
SharePoint 2013 Hybrid Deployment: End-to-end configuration processsamhassa
 
Fried sp techcon hybrid search deeper dive
Fried sp techcon hybrid search deeper diveFried sp techcon hybrid search deeper dive
Fried sp techcon hybrid search deeper diveJeff Fried
 
Enterprise content management overview in SharePoint 2013
Enterprise content management overview in SharePoint 2013Enterprise content management overview in SharePoint 2013
Enterprise content management overview in SharePoint 2013SPC Adriatics
 
ECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
ECS19 - Mike Ammerlaan - Microsoft Graph Data ConnectECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
ECS19 - Mike Ammerlaan - Microsoft Graph Data ConnectEuropean Collaboration Summit
 
2b - PowerPivot y SharePoint 2010, por Tomas Hernandez
2b - PowerPivot y SharePoint 2010, por Tomas Hernandez2b - PowerPivot y SharePoint 2010, por Tomas Hernandez
2b - PowerPivot y SharePoint 2010, por Tomas HernandezLuis Du Solier
 
SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...
SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...
SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...Brian Culver
 
BI in the Cloud - Microsoft Power BI Overview and Demo
BI in the Cloud - Microsoft Power BI Overview and DemoBI in the Cloud - Microsoft Power BI Overview and Demo
BI in the Cloud - Microsoft Power BI Overview and DemoChristopher Foot
 
SharePoint 2013 Admin in the Hybrid World
SharePoint 2013 Admin in the Hybrid WorldSharePoint 2013 Admin in the Hybrid World
SharePoint 2013 Admin in the Hybrid WorldJason Himmelstein
 
Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...
Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...
Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...Lucas Jellema
 
Cygnet Infotech's SharePoint 2013 Capabilities
Cygnet Infotech's SharePoint 2013 CapabilitiesCygnet Infotech's SharePoint 2013 Capabilities
Cygnet Infotech's SharePoint 2013 Capabilitiesrrpillai
 
8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier
8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier
8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du SolierLuis Du Solier
 

La actualidad más candente (20)

Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013
Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013
Canberra SPUG - February 2014 - Pitfalls of Migrating to SharePoint 2013
 
Is BCS Dead?
Is BCS Dead?Is BCS Dead?
Is BCS Dead?
 
Power Up with Power BI
Power Up with Power BIPower Up with Power BI
Power Up with Power BI
 
Building Solutions With Business Connectivity Services
Building Solutions With Business Connectivity ServicesBuilding Solutions With Business Connectivity Services
Building Solutions With Business Connectivity Services
 
Hcl digital experience
Hcl digital experienceHcl digital experience
Hcl digital experience
 
JAXSPUG April 2016 - Staying in the Know with Office 365
JAXSPUG April 2016 - Staying in the Know with Office 365JAXSPUG April 2016 - Staying in the Know with Office 365
JAXSPUG April 2016 - Staying in the Know with Office 365
 
Microsoft Enterprise Seach using SharePoint
Microsoft Enterprise Seach using SharePointMicrosoft Enterprise Seach using SharePoint
Microsoft Enterprise Seach using SharePoint
 
Sharepoint Saturday - Sharepoint Integration and Business Intelligence
Sharepoint Saturday - Sharepoint Integration and Business IntelligenceSharepoint Saturday - Sharepoint Integration and Business Intelligence
Sharepoint Saturday - Sharepoint Integration and Business Intelligence
 
Bw web application design
Bw web application designBw web application design
Bw web application design
 
SharePoint 2013 Hybrid Deployment: End-to-end configuration process
SharePoint 2013 Hybrid Deployment: End-to-end configuration processSharePoint 2013 Hybrid Deployment: End-to-end configuration process
SharePoint 2013 Hybrid Deployment: End-to-end configuration process
 
Fried sp techcon hybrid search deeper dive
Fried sp techcon hybrid search deeper diveFried sp techcon hybrid search deeper dive
Fried sp techcon hybrid search deeper dive
 
Enterprise content management overview in SharePoint 2013
Enterprise content management overview in SharePoint 2013Enterprise content management overview in SharePoint 2013
Enterprise content management overview in SharePoint 2013
 
ECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
ECS19 - Mike Ammerlaan - Microsoft Graph Data ConnectECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
ECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
 
2b - PowerPivot y SharePoint 2010, por Tomas Hernandez
2b - PowerPivot y SharePoint 2010, por Tomas Hernandez2b - PowerPivot y SharePoint 2010, por Tomas Hernandez
2b - PowerPivot y SharePoint 2010, por Tomas Hernandez
 
SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...
SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...
SharePointFest 2013 Washington DC - SPT 103 - SharePoint 2013 Extranets: How ...
 
BI in the Cloud - Microsoft Power BI Overview and Demo
BI in the Cloud - Microsoft Power BI Overview and DemoBI in the Cloud - Microsoft Power BI Overview and Demo
BI in the Cloud - Microsoft Power BI Overview and Demo
 
SharePoint 2013 Admin in the Hybrid World
SharePoint 2013 Admin in the Hybrid WorldSharePoint 2013 Admin in the Hybrid World
SharePoint 2013 Admin in the Hybrid World
 
Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...
Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...
Planning your move to the cloud: SaaS Enablement and User Experience (Oracle ...
 
Cygnet Infotech's SharePoint 2013 Capabilities
Cygnet Infotech's SharePoint 2013 CapabilitiesCygnet Infotech's SharePoint 2013 Capabilities
Cygnet Infotech's SharePoint 2013 Capabilities
 
8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier
8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier
8 - Productividad en la Nube con BPOS - SharePoint Online, por Luis Du Solier
 

Similar a Sitecore 7.5 xDB oh(No)SQL - Where is the data at?

Introduction to SharePoint for SQLserver DBAs
Introduction to SharePoint for SQLserver DBAsIntroduction to SharePoint for SQLserver DBAs
Introduction to SharePoint for SQLserver DBAsSteve Knutson
 
Sitecore xDB - Architecture and Configuration
Sitecore xDB - Architecture and ConfigurationSitecore xDB - Architecture and Configuration
Sitecore xDB - Architecture and ConfigurationCodersCenter
 
Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013
Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013
Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013K.Mohamed Faizal
 
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...Amazon Web Services
 
Ai big dataconference_ml_fastdata_vitalii bondarenko
Ai big dataconference_ml_fastdata_vitalii bondarenkoAi big dataconference_ml_fastdata_vitalii bondarenko
Ai big dataconference_ml_fastdata_vitalii bondarenkoOlga Zinkevych
 
Vitalii Bondarenko "Machine Learning on Fast Data"
Vitalii Bondarenko "Machine Learning on Fast Data"Vitalii Bondarenko "Machine Learning on Fast Data"
Vitalii Bondarenko "Machine Learning on Fast Data"DataConf
 
Sap bods Training in Hyderabad | Sap bods Online Training
Sap bods Training in Hyderabad | Sap bods  Online Training Sap bods Training in Hyderabad | Sap bods  Online Training
Sap bods Training in Hyderabad | Sap bods Online Training CHENNAKESHAVAKATAGAR
 
Sap bods training in hyderabad
Sap bods training in hyderabadSap bods training in hyderabad
Sap bods training in hyderabadRajitha D
 
IBM IoT Architecture and Capabilities at the Edge and Cloud
IBM IoT Architecture and Capabilities at the Edge and Cloud IBM IoT Architecture and Capabilities at the Edge and Cloud
IBM IoT Architecture and Capabilities at the Edge and Cloud Pradeep Natarajan
 
Making ultra fast ultra scalable solutions with sitecore 8
Making ultra fast ultra scalable solutions with sitecore 8Making ultra fast ultra scalable solutions with sitecore 8
Making ultra fast ultra scalable solutions with sitecore 8Mark van Aalst
 
(BDT317) Building A Data Lake On AWS
(BDT317) Building A Data Lake On AWS(BDT317) Building A Data Lake On AWS
(BDT317) Building A Data Lake On AWSAmazon Web Services
 
Discover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS Summit
Discover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS SummitDiscover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS Summit
Discover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS SummitAmazon Web Services
 
Big Data Analytics on the Cloud Oracle Applications AWS Redshift & Tableau
Big Data Analytics on the Cloud Oracle Applications AWS Redshift & TableauBig Data Analytics on the Cloud Oracle Applications AWS Redshift & Tableau
Big Data Analytics on the Cloud Oracle Applications AWS Redshift & TableauSam Palani
 
MongoDB Breakfast Milan - Mainframe Offloading Strategies
MongoDB Breakfast Milan -  Mainframe Offloading StrategiesMongoDB Breakfast Milan -  Mainframe Offloading Strategies
MongoDB Breakfast Milan - Mainframe Offloading StrategiesMongoDB
 
Optimization SQL Server for Dynamics AX 2012 R3
Optimization SQL Server for Dynamics AX 2012 R3Optimization SQL Server for Dynamics AX 2012 R3
Optimization SQL Server for Dynamics AX 2012 R3Juan Fabian
 
Practical Business Intelligence with SharePoint 2013
Practical Business Intelligence with SharePoint 2013Practical Business Intelligence with SharePoint 2013
Practical Business Intelligence with SharePoint 2013Ivan Sanders
 
What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013J.D. Wade
 
IBM Internet-of-Things architecture and capabilities
IBM Internet-of-Things architecture and capabilitiesIBM Internet-of-Things architecture and capabilities
IBM Internet-of-Things architecture and capabilitiesIBM_Info_Management
 

Similar a Sitecore 7.5 xDB oh(No)SQL - Where is the data at? (20)

Mongo db 3.4 Overview
Mongo db 3.4 OverviewMongo db 3.4 Overview
Mongo db 3.4 Overview
 
Introduction to SharePoint for SQLserver DBAs
Introduction to SharePoint for SQLserver DBAsIntroduction to SharePoint for SQLserver DBAs
Introduction to SharePoint for SQLserver DBAs
 
Sitecore xDB - Architecture and Configuration
Sitecore xDB - Architecture and ConfigurationSitecore xDB - Architecture and Configuration
Sitecore xDB - Architecture and Configuration
 
Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013
Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013
Deep Dive into SharePoint Topologies and Server Architecture for SharePoint 2013
 
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...
AWS re:Invent 2016| DAT318 | Migrating from RDBMS to NoSQL: How Sony Moved fr...
 
Ai big dataconference_ml_fastdata_vitalii bondarenko
Ai big dataconference_ml_fastdata_vitalii bondarenkoAi big dataconference_ml_fastdata_vitalii bondarenko
Ai big dataconference_ml_fastdata_vitalii bondarenko
 
Vitalii Bondarenko "Machine Learning on Fast Data"
Vitalii Bondarenko "Machine Learning on Fast Data"Vitalii Bondarenko "Machine Learning on Fast Data"
Vitalii Bondarenko "Machine Learning on Fast Data"
 
Sap bods Training in Hyderabad | Sap bods Online Training
Sap bods Training in Hyderabad | Sap bods  Online Training Sap bods Training in Hyderabad | Sap bods  Online Training
Sap bods Training in Hyderabad | Sap bods Online Training
 
Sap bods training in hyderabad
Sap bods training in hyderabadSap bods training in hyderabad
Sap bods training in hyderabad
 
IBM IoT Architecture and Capabilities at the Edge and Cloud
IBM IoT Architecture and Capabilities at the Edge and Cloud IBM IoT Architecture and Capabilities at the Edge and Cloud
IBM IoT Architecture and Capabilities at the Edge and Cloud
 
Making ultra fast ultra scalable solutions with sitecore 8
Making ultra fast ultra scalable solutions with sitecore 8Making ultra fast ultra scalable solutions with sitecore 8
Making ultra fast ultra scalable solutions with sitecore 8
 
(BDT317) Building A Data Lake On AWS
(BDT317) Building A Data Lake On AWS(BDT317) Building A Data Lake On AWS
(BDT317) Building A Data Lake On AWS
 
Discover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS Summit
Discover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS SummitDiscover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS Summit
Discover MongoDB Atlas and MongoDB Stitch - DEM02-S - Mexico City AWS Summit
 
Big Data Analytics on the Cloud Oracle Applications AWS Redshift & Tableau
Big Data Analytics on the Cloud Oracle Applications AWS Redshift & TableauBig Data Analytics on the Cloud Oracle Applications AWS Redshift & Tableau
Big Data Analytics on the Cloud Oracle Applications AWS Redshift & Tableau
 
MongoDB Breakfast Milan - Mainframe Offloading Strategies
MongoDB Breakfast Milan -  Mainframe Offloading StrategiesMongoDB Breakfast Milan -  Mainframe Offloading Strategies
MongoDB Breakfast Milan - Mainframe Offloading Strategies
 
Optimization SQL Server for Dynamics AX 2012 R3
Optimization SQL Server for Dynamics AX 2012 R3Optimization SQL Server for Dynamics AX 2012 R3
Optimization SQL Server for Dynamics AX 2012 R3
 
Practical Business Intelligence with SharePoint 2013
Practical Business Intelligence with SharePoint 2013Practical Business Intelligence with SharePoint 2013
Practical Business Intelligence with SharePoint 2013
 
Serverless SQL
Serverless SQLServerless SQL
Serverless SQL
 
What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013
 
IBM Internet-of-Things architecture and capabilities
IBM Internet-of-Things architecture and capabilitiesIBM Internet-of-Things architecture and capabilities
IBM Internet-of-Things architecture and capabilities
 

Más de Pieter Brinkman

Digital Experience is a teamsport - Sitecore User Group Conference keynote
Digital Experience is a teamsport - Sitecore User Group Conference keynoteDigital Experience is a teamsport - Sitecore User Group Conference keynote
Digital Experience is a teamsport - Sitecore User Group Conference keynotePieter Brinkman
 
Developer Marketing in B2B SaaS where the developer is not the buyer authorit...
Developer Marketing in B2B SaaS where the developer is not the buyer authorit...Developer Marketing in B2B SaaS where the developer is not the buyer authorit...
Developer Marketing in B2B SaaS where the developer is not the buyer authorit...Pieter Brinkman
 
Why marketers are the real winners with Sitecore XM Cloud
Why marketers are the real winners with Sitecore XM CloudWhy marketers are the real winners with Sitecore XM Cloud
Why marketers are the real winners with Sitecore XM CloudPieter Brinkman
 
Architects Guide to SaaS migration (SUGCON EU 2022 keynote)
Architects Guide to SaaS migration (SUGCON EU 2022 keynote)Architects Guide to SaaS migration (SUGCON EU 2022 keynote)
Architects Guide to SaaS migration (SUGCON EU 2022 keynote)Pieter Brinkman
 
Composale DXP with MACH architecture.pptx
Composale DXP with MACH architecture.pptxComposale DXP with MACH architecture.pptx
Composale DXP with MACH architecture.pptxPieter Brinkman
 
Keynote SUGCON 2021 - Sitecore and SaaS our shared journey
Keynote SUGCON 2021 - Sitecore and SaaS our shared journeyKeynote SUGCON 2021 - Sitecore and SaaS our shared journey
Keynote SUGCON 2021 - Sitecore and SaaS our shared journeyPieter Brinkman
 
Sitecore Experience Edge
Sitecore Experience EdgeSitecore Experience Edge
Sitecore Experience EdgePieter Brinkman
 
What's new in Sitecore 9.3
What's new in Sitecore 9.3What's new in Sitecore 9.3
What's new in Sitecore 9.3Pieter Brinkman
 
Community - Technical Keynote - Sitecore Symposium 2016
Community -  Technical Keynote - Sitecore Symposium 2016Community -  Technical Keynote - Sitecore Symposium 2016
Community - Technical Keynote - Sitecore Symposium 2016Pieter Brinkman
 
Mobile (App) Development with Sitecore
Mobile (App) Development with SitecoreMobile (App) Development with Sitecore
Mobile (App) Development with SitecorePieter Brinkman
 
Understanding the Sitecore Architecture
Understanding the Sitecore ArchitectureUnderstanding the Sitecore Architecture
Understanding the Sitecore ArchitecturePieter Brinkman
 
Sitecore 7; What's in it for you?
Sitecore 7; What's in it for you? Sitecore 7; What's in it for you?
Sitecore 7; What's in it for you? Pieter Brinkman
 
Sitecore 7 first look by Pieter Brinkman (Dutch)
Sitecore 7 first look by Pieter Brinkman (Dutch)Sitecore 7 first look by Pieter Brinkman (Dutch)
Sitecore 7 first look by Pieter Brinkman (Dutch)Pieter Brinkman
 

Más de Pieter Brinkman (13)

Digital Experience is a teamsport - Sitecore User Group Conference keynote
Digital Experience is a teamsport - Sitecore User Group Conference keynoteDigital Experience is a teamsport - Sitecore User Group Conference keynote
Digital Experience is a teamsport - Sitecore User Group Conference keynote
 
Developer Marketing in B2B SaaS where the developer is not the buyer authorit...
Developer Marketing in B2B SaaS where the developer is not the buyer authorit...Developer Marketing in B2B SaaS where the developer is not the buyer authorit...
Developer Marketing in B2B SaaS where the developer is not the buyer authorit...
 
Why marketers are the real winners with Sitecore XM Cloud
Why marketers are the real winners with Sitecore XM CloudWhy marketers are the real winners with Sitecore XM Cloud
Why marketers are the real winners with Sitecore XM Cloud
 
Architects Guide to SaaS migration (SUGCON EU 2022 keynote)
Architects Guide to SaaS migration (SUGCON EU 2022 keynote)Architects Guide to SaaS migration (SUGCON EU 2022 keynote)
Architects Guide to SaaS migration (SUGCON EU 2022 keynote)
 
Composale DXP with MACH architecture.pptx
Composale DXP with MACH architecture.pptxComposale DXP with MACH architecture.pptx
Composale DXP with MACH architecture.pptx
 
Keynote SUGCON 2021 - Sitecore and SaaS our shared journey
Keynote SUGCON 2021 - Sitecore and SaaS our shared journeyKeynote SUGCON 2021 - Sitecore and SaaS our shared journey
Keynote SUGCON 2021 - Sitecore and SaaS our shared journey
 
Sitecore Experience Edge
Sitecore Experience EdgeSitecore Experience Edge
Sitecore Experience Edge
 
What's new in Sitecore 9.3
What's new in Sitecore 9.3What's new in Sitecore 9.3
What's new in Sitecore 9.3
 
Community - Technical Keynote - Sitecore Symposium 2016
Community -  Technical Keynote - Sitecore Symposium 2016Community -  Technical Keynote - Sitecore Symposium 2016
Community - Technical Keynote - Sitecore Symposium 2016
 
Mobile (App) Development with Sitecore
Mobile (App) Development with SitecoreMobile (App) Development with Sitecore
Mobile (App) Development with Sitecore
 
Understanding the Sitecore Architecture
Understanding the Sitecore ArchitectureUnderstanding the Sitecore Architecture
Understanding the Sitecore Architecture
 
Sitecore 7; What's in it for you?
Sitecore 7; What's in it for you? Sitecore 7; What's in it for you?
Sitecore 7; What's in it for you?
 
Sitecore 7 first look by Pieter Brinkman (Dutch)
Sitecore 7 first look by Pieter Brinkman (Dutch)Sitecore 7 first look by Pieter Brinkman (Dutch)
Sitecore 7 first look by Pieter Brinkman (Dutch)
 

Último

Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 

Último (20)

Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 

Sitecore 7.5 xDB oh(No)SQL - Where is the data at?

  • 1. Presented by Pieter Brinkman , Director of Developer & Platform Evangelism Sitecore DMS Data model Oh (No)SQL where is the data at?Sitecore xDB:
  • 3. MongoDB Introduction Architecture Experience Marketing Reporting Database API Session state Scaling Q&A Reporting Service Collections Collection Database Aggregation service Personalization Distributed Computing Experience Profile Possible subjects xDB
  • 4. Introducing Sitecore Experience PlatformArchitecture formerly known as Customer Engagement Platform
  • 5. • It’s the harvesting engine • DMS fully scalable; horizontal and vertical • Collecting, processing and analyzing • Experience Profile, xDB foundational piece! Sitecore 7.5 (Experience Platform)
  • 6. • Experience Platform environment with: • Content Delivery • Content Databases Server (core, master, web) • Collection Database Server • Reporting database Experience PlatformArchitecture Report Optimized Data Storage Content Databases Collection Database Content Delivery xDB in Cloud
  • 8. Services Session state Collection Processing Reporting • Provide session management services to the content delivery and personalization components. • Can be implemented by any ASP.NET session state store provider that supports the Session_End event. • Default session state mode supported in Sitecore xDB is inProc ASP.NET • Comes with a compatible provider for MongoDB and SQL server.
  • 9. Services Session state Collection Processing Reporting The Collection Database (MongoDB) is a NoSQL scalable database that stores data about contacts, history and automations. It is capable of collecting and storing vast amounts of customer experience data.
  • 10. Services Session state Collection Processing Reporting • Generic framework for processing tasks (distributed computing). • Extracts information from raw captured analytics data and transforms it into a form suitable for use in analytics. • Performs specific tasks on the collection database that involve mass updates. • The Aggregation process is implemented using a Sitecore application instance connected to both the Collection database and Reporting databases. • For development you can also run on the same Sitecore instance as other components. Configure processing or aggregation on single or multiple dedicated servers to achieve higher performance on high-traffic solutions.
  • 11. Services Session state Collection Processing Reporting Reporting Database (RDB) • The analytics Reporting database (RDB) stores aggregated information from the collection database optimized for fast querying and reporting. • Implemented in SQL Server. Reporting Service • The reporting serviceAPI allows you to execute queries and extract information from the Collection Database and the Reporting Database or any other database. • Main goal is to gutter all information necesary for the report, processing might be the combination of multilple datasources
  • 12. Vertical scaling • Dedicated server for each component • We’re still implementing a lot of new features. • This is the start not the finish. Multi-server environment Single, dedicated servers for each software component in the xDB Vertical scaling It is possible to increase capacity by upgrading individual hardware components, depending on the requirements of each dedicated server
  • 13. Horizontal scaling • MultipleCD instances (multiple clusters). • Dedicated session state servers • NoSQL Collection database (MongoDB) for storing contact and interaction data • Multiple processing on multiple servers. • MultipleCM and Reporting servers • Multiple geographically distributed CD clusters.
  • 15. Session Shared Contact Private Interaction Writing to the collection database Collection Database Goal Page Page Contact (if exists)
  • 16. Reporting Service Processing Service Aggregation task Reporting data flow overview Collection Database Report Optimized Data Storage Content Management Experience Analytics Experience Analytics Experience Dashboard Experience Profile
  • 17. Detailed reporting data flow Collection Database Reporting Database Segmentation Index Custom Data Source ReportingService Content Management Processing Service Aggregation task Blue arrow : data fetched Orange arrow : data pushed Custom Reports
  • 19. MongoDB databases • Analytics database is the place to be. • _history and _live databases are Sitecore internal databases • Local is MongoDB system database
  • 20. Analytics Database collections overview • Contacts A contact is a person that uses one or more devices to interact with your organization. • Interactions An interaction is the way in which a contact or customer communicates or engages with your organization. • Devices A contact may use a device to interact with your organization. • Automation States Stores documents that keep track of the automation states of contacts. • Other collections Used internally by Sitecore for caching and processing.
  • 21. Interaction collection Each record in the interaction collection contains: • references to the Contact (visitor). • detailed data from one session (visit). • the interaction page trail (pages).
  • 22. DMS Data model translation to MongoDB collections
  • 23. DMS Data model translation to MongoDB collections
  • 25. DEMO
  • 27. Reporting database The tables in the reporting database are simplified for performance optimization and contain data from the collection Database needed for summary and trend reports. The reporting database contains Dimension and Fact tables.
  • 29. The Fact table contains information about the metrics collected. A fact table can be used by one or more reports. The data in the fact tables are calculated by the aggregation task. Fact tables
  • 30. “It’s not what you make, it’s what you keep” by Dan Solovay (Sitecore MVP)