SlideShare ist ein Scribd-Unternehmen logo

Keynote 22 mei 2014 - dwh automation - 4 Quadrant

•
•
Prudenza B.V
Prudenza B.V

Keynote presentation on 22nd of may 2014 - conference: DWH automation. Explaining a managerial perspective on automation using a 4 quadrant model

Daten & AnalysenBusinessTechnologie
1 von 16
Downloaden Sie, um offline zu lesen
R.D.Damhof - 2014 The Data Quadrant: A managerial perspective on automation By Ronald Damhof Email: ronald.Damhof@prudenza.nl Linkedin: nl.linkedin.com/in/ronalddamhof/ Twitter: RonaldDamhof Blog: prudenza.typepad.com
R.D.Damhof - 2014 Logistics and manufacturing
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Push/Pull Point Push/Supply/Source driven Pull/Demand/Product driven ▪ All facts, fully temporal ▪ Mass deployment ▪ Control > Agility ▪ Repeatable & predictable processes ▪ Standardised processes ▪ High level of automation ▪ Declarative > Procedural ▪ Model driven/Meta data Driven ▪ Relatively high IT/Data expertise ▪ Truth, Interpretation, Context ▪ Piece deployment ▪ Agility > Control ▪ User-friendliness ▪ Relatively low IT expertise ▪ Higher level of procedural deployment ▪ Domain expertise essential
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Development Style Systematic Opportunistic • User and developer are separated • Defensive Governance; focus on control and compliance • Strong focus on non-functionals; auditability, robustness, traceability, …. • Centralised and organisation-wide information domain • Configured and controlled deployment environment (dev/tst/acc/prod) • User and developer are one / closely related • Offensive governance; focus on adaptability & agility • Decentralized & personal/workgroup/department/theme information domain • All deployment is done in production
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Development Style Systematic Opportunistic I II III IV Research, Innovation & 
 Design Facts Context “Shadow IT, Incubation, Ad-hoc, Once off” Push/Supply/Source driven Pull/Demand/Product driven Push/Pull Point
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation 7 applications of the model…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we produce…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we Organize…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we can govern…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How do people excel…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we do projects…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we use technology…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we model….
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Oh…about the money
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation What about the “Data Warehouse”?

Empfohlen

Idq summit2014 ronald damhof - it's all about the data
Idq summit2014 ronald damhof - it's all about the dataIdq summit2014 ronald damhof - it's all about the data
Idq summit2014 ronald damhof - it's all about the dataPrudenza B.V
 
Keynote 5 juni 2014 - dutch data vault masters - shu-ha-ri
Keynote 5 juni 2014 - dutch data vault masters - shu-ha-riKeynote 5 juni 2014 - dutch data vault masters - shu-ha-ri
Keynote 5 juni 2014 - dutch data vault masters - shu-ha-riPrudenza B.V
 
Sas insight sessie data management - Data Quadrant Model
Sas insight sessie data management - Data Quadrant ModelSas insight sessie data management - Data Quadrant Model
Sas insight sessie data management - Data Quadrant ModelPrudenza B.V
 
Bridging the gap between business and technology - Behaviour Driven Developme...
Bridging the gap between business and technology - Behaviour Driven Developme...Bridging the gap between business and technology - Behaviour Driven Developme...
Bridging the gap between business and technology - Behaviour Driven Developme...Eugenio Minardi
 
Bitcoin and cryptocurrencies fs club final - public
Bitcoin and cryptocurrencies fs club final - publicBitcoin and cryptocurrencies fs club final - public
Bitcoin and cryptocurrencies fs club final - publicChris Skinner
 
Big Data and Fast Data - Lambda Architecture in Action
Big Data and Fast Data - Lambda Architecture in ActionBig Data and Fast Data - Lambda Architecture in Action
Big Data and Fast Data - Lambda Architecture in ActionGuido Schmutz
 
Mike keating - News Int - 18th BDL meetup
Mike keating - News Int - 18th BDL meetupMike keating - News Int - 18th BDL meetup
Mike keating - News Int - 18th BDL meetupbigdatalondon
 
IW14 Keynote, Dr. Wolfram Jost, CTO, Software AG
IW14 Keynote, Dr. Wolfram Jost, CTO, Software AGIW14 Keynote, Dr. Wolfram Jost, CTO, Software AG
IW14 Keynote, Dr. Wolfram Jost, CTO, Software AGSoftware AG
 

Empfohlen

Idq summit2014 ronald damhof - it's all about the data
Idq summit2014 ronald damhof - it's all about the dataIdq summit2014 ronald damhof - it's all about the data
Idq summit2014 ronald damhof - it's all about the dataPrudenza B.V
 
Keynote 5 juni 2014 - dutch data vault masters - shu-ha-ri
Keynote 5 juni 2014 - dutch data vault masters - shu-ha-riKeynote 5 juni 2014 - dutch data vault masters - shu-ha-ri
Keynote 5 juni 2014 - dutch data vault masters - shu-ha-riPrudenza B.V
 
Sas insight sessie data management - Data Quadrant Model
Sas insight sessie data management - Data Quadrant ModelSas insight sessie data management - Data Quadrant Model
Sas insight sessie data management - Data Quadrant ModelPrudenza B.V
 
Bridging the gap between business and technology - Behaviour Driven Developme...
Bridging the gap between business and technology - Behaviour Driven Developme...Bridging the gap between business and technology - Behaviour Driven Developme...
Bridging the gap between business and technology - Behaviour Driven Developme...Eugenio Minardi
 
Bitcoin and cryptocurrencies fs club final - public
Bitcoin and cryptocurrencies fs club final - publicBitcoin and cryptocurrencies fs club final - public
Bitcoin and cryptocurrencies fs club final - publicChris Skinner
 
Big Data and Fast Data - Lambda Architecture in Action
Big Data and Fast Data - Lambda Architecture in ActionBig Data and Fast Data - Lambda Architecture in Action
Big Data and Fast Data - Lambda Architecture in ActionGuido Schmutz
 
Mike keating - News Int - 18th BDL meetup
Mike keating - News Int - 18th BDL meetupMike keating - News Int - 18th BDL meetup
Mike keating - News Int - 18th BDL meetupbigdatalondon
 
IW14 Keynote, Dr. Wolfram Jost, CTO, Software AG
IW14 Keynote, Dr. Wolfram Jost, CTO, Software AGIW14 Keynote, Dr. Wolfram Jost, CTO, Software AG
IW14 Keynote, Dr. Wolfram Jost, CTO, Software AGSoftware AG
 
From Data to Data Driven - Applications that will change your business
From Data to Data Driven - Applications that will change your businessFrom Data to Data Driven - Applications that will change your business
From Data to Data Driven - Applications that will change your businessNG DATA
 
RHT Enterprise Technology Services Overview-FINAL
RHT Enterprise Technology Services Overview-FINALRHT Enterprise Technology Services Overview-FINAL
RHT Enterprise Technology Services Overview-FINALJames Settlemire
 
RHT Enterprise Technology Services Overview
RHT Enterprise Technology Services OverviewRHT Enterprise Technology Services Overview
RHT Enterprise Technology Services OverviewJeremy Brookshire
 
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...Product Excellence
 
CV DvdPloeg en
CV DvdPloeg enCV DvdPloeg en
CV DvdPloeg enDanny van der Ploeg
 
Customer Event Hub - the modern Customer 360° view
Customer Event Hub - the modern Customer 360° viewCustomer Event Hub - the modern Customer 360° view
Customer Event Hub - the modern Customer 360° viewSwiss Data Forum Swiss Data Forum
 
Nvent Enabling The Data Driven Enterprise
Nvent Enabling The Data Driven EnterpriseNvent Enabling The Data Driven Enterprise
Nvent Enabling The Data Driven EnterpriseGrafic.guru
 
Mastering AI Integration & Innovation Unlocking Enterprise Success
Mastering AI Integration & Innovation Unlocking Enterprise SuccessMastering AI Integration & Innovation Unlocking Enterprise Success
Mastering AI Integration & Innovation Unlocking Enterprise SuccessAlexander Hendorf
 
SCM-APO-PP/DS-Production Planning and Detailed Scheduling
SCM-APO-PP/DS-Production Planning and Detailed SchedulingSCM-APO-PP/DS-Production Planning and Detailed Scheduling
SCM-APO-PP/DS-Production Planning and Detailed SchedulingAJAY
 
Level Up – How to Achieve Hadoop Acceleration
Level Up – How to Achieve Hadoop AccelerationLevel Up – How to Achieve Hadoop Acceleration
Level Up – How to Achieve Hadoop AccelerationInside Analysis
 
Operationalizing Data Analytics
Operationalizing Data AnalyticsOperationalizing Data Analytics
Operationalizing Data AnalyticsVMware Tanzu
 
Organising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldOrganising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldDataWorks Summit/Hadoop Summit
 
Hanontwerper
HanontwerperHanontwerper
HanontwerperHan Verhoeven, Grafisch Ontwerper
 
Sidewalk - Context & Personalization seminar
Sidewalk - Context & Personalization seminarSidewalk - Context & Personalization seminar
Sidewalk - Context & Personalization seminarComma Group
 
Sidewalk seminar
Sidewalk seminarSidewalk seminar
Sidewalk seminarSidewalkBE
 
Hadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataHadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataSenturus
 
The Hadoop Guarantee: Keeping Analytics Running On Time
The Hadoop Guarantee: Keeping Analytics Running On TimeThe Hadoop Guarantee: Keeping Analytics Running On Time
The Hadoop Guarantee: Keeping Analytics Running On TimeInside Analysis
 
modern security risks for big data and mobile applications
modern security risks for big data and mobile applicationsmodern security risks for big data and mobile applications
modern security risks for big data and mobile applicationsTrivadis
 
CV2 Khabir Ahmad Raja
CV2 Khabir Ahmad RajaCV2 Khabir Ahmad Raja
CV2 Khabir Ahmad RajaRaja Ahmad
 
HDFS & MapReduce
HDFS & MapReduceHDFS & MapReduce
HDFS & MapReduceSkillspeed
 
[Dutch] Data: Van Innovatie naar Waarde
[Dutch] Data: Van Innovatie naar Waarde[Dutch] Data: Van Innovatie naar Waarde
[Dutch] Data: Van Innovatie naar WaardePrudenza B.V
 
FB 24-31 Ronald Damhof_FR
FB 24-31 Ronald Damhof_FRFB 24-31 Ronald Damhof_FR
FB 24-31 Ronald Damhof_FRPrudenza B.V
 

Weitere ähnliche Inhalte

Ähnlich wie Keynote 22 mei 2014 - dwh automation - 4 Quadrant

From Data to Data Driven - Applications that will change your business
From Data to Data Driven - Applications that will change your businessFrom Data to Data Driven - Applications that will change your business
From Data to Data Driven - Applications that will change your businessNG DATA
 
RHT Enterprise Technology Services Overview-FINAL
RHT Enterprise Technology Services Overview-FINALRHT Enterprise Technology Services Overview-FINAL
RHT Enterprise Technology Services Overview-FINALJames Settlemire
 
RHT Enterprise Technology Services Overview
RHT Enterprise Technology Services OverviewRHT Enterprise Technology Services Overview
RHT Enterprise Technology Services OverviewJeremy Brookshire
 
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...Product Excellence
 
Nvent Enabling The Data Driven Enterprise
Nvent Enabling The Data Driven EnterpriseNvent Enabling The Data Driven Enterprise
Nvent Enabling The Data Driven EnterpriseGrafic.guru
 
Mastering AI Integration & Innovation Unlocking Enterprise Success
Mastering AI Integration & Innovation Unlocking Enterprise SuccessMastering AI Integration & Innovation Unlocking Enterprise Success
Mastering AI Integration & Innovation Unlocking Enterprise SuccessAlexander Hendorf
 
SCM-APO-PP/DS-Production Planning and Detailed Scheduling
SCM-APO-PP/DS-Production Planning and Detailed SchedulingSCM-APO-PP/DS-Production Planning and Detailed Scheduling
SCM-APO-PP/DS-Production Planning and Detailed SchedulingAJAY
 
Level Up – How to Achieve Hadoop Acceleration
Level Up – How to Achieve Hadoop AccelerationLevel Up – How to Achieve Hadoop Acceleration
Level Up – How to Achieve Hadoop AccelerationInside Analysis
 
Operationalizing Data Analytics
Operationalizing Data AnalyticsOperationalizing Data Analytics
Operationalizing Data AnalyticsVMware Tanzu
 
Organising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldOrganising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldDataWorks Summit/Hadoop Summit
 
Sidewalk - Context & Personalization seminar
Sidewalk - Context & Personalization seminarSidewalk - Context & Personalization seminar
Sidewalk - Context & Personalization seminarComma Group
 
Sidewalk seminar
Sidewalk seminarSidewalk seminar
Sidewalk seminarSidewalkBE
 
Hadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataHadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataSenturus
 
The Hadoop Guarantee: Keeping Analytics Running On Time
The Hadoop Guarantee: Keeping Analytics Running On TimeThe Hadoop Guarantee: Keeping Analytics Running On Time
The Hadoop Guarantee: Keeping Analytics Running On TimeInside Analysis
 
modern security risks for big data and mobile applications
modern security risks for big data and mobile applicationsmodern security risks for big data and mobile applications
modern security risks for big data and mobile applicationsTrivadis
 
CV2 Khabir Ahmad Raja
CV2 Khabir Ahmad RajaCV2 Khabir Ahmad Raja
CV2 Khabir Ahmad RajaRaja Ahmad
 
HDFS & MapReduce
HDFS & MapReduceHDFS & MapReduce
HDFS & MapReduceSkillspeed
 

Ähnlich wie Keynote 22 mei 2014 - dwh automation - 4 Quadrant (20)

From Data to Data Driven - Applications that will change your business
From Data to Data Driven - Applications that will change your businessFrom Data to Data Driven - Applications that will change your business
From Data to Data Driven - Applications that will change your business
 
RHT Enterprise Technology Services Overview-FINAL
RHT Enterprise Technology Services Overview-FINALRHT Enterprise Technology Services Overview-FINAL
RHT Enterprise Technology Services Overview-FINAL
 
RHT Enterprise Technology Services Overview
RHT Enterprise Technology Services OverviewRHT Enterprise Technology Services Overview
RHT Enterprise Technology Services Overview
 
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
All stakeholders count but the Product Manager should decide by Hadas Sheinfl...
 
CV DvdPloeg en
CV DvdPloeg enCV DvdPloeg en
CV DvdPloeg en
 
Customer Event Hub - the modern Customer 360° view
Customer Event Hub - the modern Customer 360° viewCustomer Event Hub - the modern Customer 360° view
Customer Event Hub - the modern Customer 360° view
 
Nvent Enabling The Data Driven Enterprise
Nvent Enabling The Data Driven EnterpriseNvent Enabling The Data Driven Enterprise
Nvent Enabling The Data Driven Enterprise
 
Mastering AI Integration & Innovation Unlocking Enterprise Success
Mastering AI Integration & Innovation Unlocking Enterprise SuccessMastering AI Integration & Innovation Unlocking Enterprise Success
Mastering AI Integration & Innovation Unlocking Enterprise Success
 
SCM-APO-PP/DS-Production Planning and Detailed Scheduling
SCM-APO-PP/DS-Production Planning and Detailed SchedulingSCM-APO-PP/DS-Production Planning and Detailed Scheduling
SCM-APO-PP/DS-Production Planning and Detailed Scheduling
 
Level Up – How to Achieve Hadoop Acceleration
Level Up – How to Achieve Hadoop AccelerationLevel Up – How to Achieve Hadoop Acceleration
Level Up – How to Achieve Hadoop Acceleration
 
Operationalizing Data Analytics
Operationalizing Data AnalyticsOperationalizing Data Analytics
Operationalizing Data Analytics
 
Organising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data WorldOrganising the Data Lake - Information Management in a Big Data World
Organising the Data Lake - Information Management in a Big Data World
 
Hanontwerper
HanontwerperHanontwerper
Hanontwerper
 
Sidewalk - Context & Personalization seminar
Sidewalk - Context & Personalization seminarSidewalk - Context & Personalization seminar
Sidewalk - Context & Personalization seminar
 
Sidewalk seminar
Sidewalk seminarSidewalk seminar
Sidewalk seminar
 
Hadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big DataHadoop and the Future of SQL: Using BI Tools with Big Data
Hadoop and the Future of SQL: Using BI Tools with Big Data
 
The Hadoop Guarantee: Keeping Analytics Running On Time
The Hadoop Guarantee: Keeping Analytics Running On TimeThe Hadoop Guarantee: Keeping Analytics Running On Time
The Hadoop Guarantee: Keeping Analytics Running On Time
 
modern security risks for big data and mobile applications
modern security risks for big data and mobile applicationsmodern security risks for big data and mobile applications
modern security risks for big data and mobile applications
 
CV2 Khabir Ahmad Raja
CV2 Khabir Ahmad RajaCV2 Khabir Ahmad Raja
CV2 Khabir Ahmad Raja
 
HDFS & MapReduce
HDFS & MapReduceHDFS & MapReduce
HDFS & MapReduce
 

Mehr von Prudenza B.V

[Dutch] Data: Van Innovatie naar Waarde
[Dutch] Data: Van Innovatie naar Waarde[Dutch] Data: Van Innovatie naar Waarde
[Dutch] Data: Van Innovatie naar WaardePrudenza B.V
 
FB 24-31 Ronald Damhof_FR
FB 24-31 Ronald Damhof_FRFB 24-31 Ronald Damhof_FR
FB 24-31 Ronald Damhof_FRPrudenza B.V
 
FB 24-31 Ronald Damhof
FB 24-31 Ronald Damhof FB 24-31 Ronald Damhof
FB 24-31 Ronald Damhof Prudenza B.V
 
FB_24-31_Ronald Damhof
FB_24-31_Ronald DamhofFB_24-31_Ronald Damhof
FB_24-31_Ronald DamhofPrudenza B.V
 
20130527 jill dyche - im ronald [Dutch]
20130527 jill dyche - im ronald [Dutch]20130527 jill dyche - im ronald [Dutch]
20130527 jill dyche - im ronald [Dutch]Prudenza B.V
 
20130527 jill dyche - im ronald
20130527 jill dyche - im ronald20130527 jill dyche - im ronald
20130527 jill dyche - im ronaldPrudenza B.V
 
Tdwi agile data warehouse - dv, what is the buzz about
Tdwi agile data warehouse - dv, what is the buzz aboutTdwi agile data warehouse - dv, what is the buzz about
Tdwi agile data warehouse - dv, what is the buzz aboutPrudenza B.V
 
[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen
[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen
[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgenPrudenza B.V
 
[Dutch] Analytics is waarde-loos
[Dutch] Analytics is waarde-loos[Dutch] Analytics is waarde-loos
[Dutch] Analytics is waarde-loosPrudenza B.V
 
Data Vault automation conference - all presentations
Data Vault automation conference - all presentationsData Vault automation conference - all presentations
Data Vault automation conference - all presentationsPrudenza B.V
 
Keynote Ronald Damhof Data Vault Automation
Keynote Ronald Damhof Data Vault Automation Keynote Ronald Damhof Data Vault Automation
Keynote Ronald Damhof Data Vault Automation Prudenza B.V
 

Mehr von Prudenza B.V (11)

[Dutch] Data: Van Innovatie naar Waarde
[Dutch] Data: Van Innovatie naar Waarde[Dutch] Data: Van Innovatie naar Waarde
[Dutch] Data: Van Innovatie naar Waarde
 
FB 24-31 Ronald Damhof_FR
FB 24-31 Ronald Damhof_FRFB 24-31 Ronald Damhof_FR
FB 24-31 Ronald Damhof_FR
 
FB 24-31 Ronald Damhof
FB 24-31 Ronald Damhof FB 24-31 Ronald Damhof
FB 24-31 Ronald Damhof
 
FB_24-31_Ronald Damhof
FB_24-31_Ronald DamhofFB_24-31_Ronald Damhof
FB_24-31_Ronald Damhof
 
20130527 jill dyche - im ronald [Dutch]
20130527 jill dyche - im ronald [Dutch]20130527 jill dyche - im ronald [Dutch]
20130527 jill dyche - im ronald [Dutch]
 
20130527 jill dyche - im ronald
20130527 jill dyche - im ronald20130527 jill dyche - im ronald
20130527 jill dyche - im ronald
 
Tdwi agile data warehouse - dv, what is the buzz about
Tdwi agile data warehouse - dv, what is the buzz aboutTdwi agile data warehouse - dv, what is the buzz about
Tdwi agile data warehouse - dv, what is the buzz about
 
[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen
[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen
[Dutch] Data Health Care: hoe je data in goede gezondheid te krijgen
 
[Dutch] Analytics is waarde-loos
[Dutch] Analytics is waarde-loos[Dutch] Analytics is waarde-loos
[Dutch] Analytics is waarde-loos
 
Data Vault automation conference - all presentations
Data Vault automation conference - all presentationsData Vault automation conference - all presentations
Data Vault automation conference - all presentations
 
Keynote Ronald Damhof Data Vault Automation
Keynote Ronald Damhof Data Vault Automation Keynote Ronald Damhof Data Vault Automation
Keynote Ronald Damhof Data Vault Automation
 

Kürzlich hochgeladen

Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz1
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxfirstjob4
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionfulawalesam
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 

Kürzlich hochgeladen (20)

Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signals
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptx
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 

Keynote 22 mei 2014 - dwh automation - 4 Quadrant

  • 1. R.D.Damhof - 2014 The Data Quadrant: A managerial perspective on automation By Ronald Damhof Email: ronald.Damhof@prudenza.nl Linkedin: nl.linkedin.com/in/ronalddamhof/ Twitter: RonaldDamhof Blog: prudenza.typepad.com
  • 2. R.D.Damhof - 2014 Logistics and manufacturing
  • 3. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
  • 4. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Push/Pull Point Push/Supply/Source driven Pull/Demand/Product driven ▪ All facts, fully temporal ▪ Mass deployment ▪ Control > Agility ▪ Repeatable & predictable processes ▪ Standardised processes ▪ High level of automation ▪ Declarative > Procedural ▪ Model driven/Meta data Driven ▪ Relatively high IT/Data expertise ▪ Truth, Interpretation, Context ▪ Piece deployment ▪ Agility > Control ▪ User-friendliness ▪ Relatively low IT expertise ▪ Higher level of procedural deployment ▪ Domain expertise essential
  • 5. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Development Style Systematic Opportunistic • User and developer are separated • Defensive Governance; focus on control and compliance • Strong focus on non-functionals; auditability, robustness, traceability, …. • Centralised and organisation-wide information domain • Configured and controlled deployment environment (dev/tst/acc/prod) • User and developer are one / closely related • Offensive governance; focus on adaptability & agility • Decentralized & personal/workgroup/department/theme information domain • All deployment is done in production
  • 6. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Development Style Systematic Opportunistic I II III IV Research, Innovation & 
 Design Facts Context “Shadow IT, Incubation, Ad-hoc, Once off” Push/Supply/Source driven Pull/Demand/Product driven Push/Pull Point
  • 7. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation 7 applications of the model…
  • 8. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we produce…
  • 9. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we Organize…
  • 10. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we can govern…
  • 11. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How do people excel…
  • 12. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we do projects…
  • 13. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we use technology…
  • 14. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we model….
  • 15. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Oh…about the money
  • 16. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation What about the “Data Warehouse”?