SlideShare une entreprise Scribd logo
1  sur  23
Télécharger pour lire hors ligne
Big Data Governance in Hadoop
with Cloudera Navigator
Emre Sevinç
emre.sevinc@bigindustries.be
Agenda
● Introduction
● What is data governance and why should you care about it?
● What is Cloudera Navigator and how does it fit in?
● Cloudera Navigator Demonstration
● What’s new in the latest release of Cloudera 5.10?
Where are You with Hadoop? 1/2
Your relationship with Hadoop ...
● Still learning
● Evaluating distributions
● Testing / Development / Prototyping
● In production
Where are You with Hadoop? 2/2
Your are using / planning to use Hadoop in ...
● Banking
● Telecom
● Healthcare
● Media / entertainment
● Internet services ...
Data Governance...
“... refers to the overall management of the availability,
usability, integrity, auditability ,and security of the data
employed in an enterprise.
A sound data governance program includes a governing
body, a defined set of procedures and policies, and a plan
to execute them.
Data governance is used by organizations to exercise
control over processes and methods used by their data
stewards in order to improve data quality.”
Cloudera Big Data Maturity Survey 2016
https://goo.gl/d3A0ps
Data Governance & Challenges
● Compliance Officers: how to track, understand, and protect access to sensitive data?
○ Am I prepared for an audit?
○ Who’s accessing what data?
○ What are they doing with the data?
○ Is sensitive data governed and protected?
● Data Stewards and Curators: how to manage and organize data assets at Hadoop
scale?
○ How to efficiently manage the data lifecycle from ingest to purge?
○ How to classify data efficiently?
○ How to make data available to end users efficiently?
● Data Scientists and BI Users: how to effortlessly find and trust the data that matter
the most?
○ How can I explore data on my own?
○ Can I trust what I find?
○ How to find related data sets?
● Hadoop Administrators and DBAs: how to boost user productivity and cluster
performance?
○ How is data being used today?
○ How can I optimize for future workloads?
Your Hadoop data management concern
is...
● Compliance, e.g. EU General Data Protection Regulation
(GDPR)
● Stewardship (lifecycle management)
● Curation (metadata tagging)
● Enabling end-user self-service
● Administration (optimization)
● Other
What is Cloudera Navigator?
How does Cloudera Navigator fit into
the Big Data Governance picture?
Cloudera Navigator Governance Foundation
Unified Auditing Comprehensive Lineage
Unified Metadata Universal Policies
Cloudera Navigator
● Trusted for production: deployed at 100s of customers in
various industries, running in production for 4 years
● Compliance-ready: Cloudera is the first Hadoop
distribution that passed an independent PCI audit
● Integrates well with industry-leading partner solutions
Integration with Others 1/2
Integration with Others 2/2
https://github.com/cloudera/navigator-sdk
Lineage
Metadata - Business & Technical
Cloudera Navigator Demo
Unified Auditing
Unified Auditing
Unified Auditing
What’s new in Cloudera 5.10 (1/3)
● Comprehensive Governance for the Cloud
○ Cataloging, metadata management, and
comprehensive lineage for data on Amazon S3
○ The only big data governance solution for data
stored on-premise as well as in the cloud
What’s new in Cloudera 5.10 (2/3)
Comprehensive
Governance for the Cloud
What’s new in Cloudera 5.10 (3/3)
● Policy-based business metadata assignment and validation
● Major performance optimizations
● Refreshed look-and-feel for increased data stewardship
productivity
● Solr indexing has been optimized to improve search speed
and reduce memory requirements.
Thanks for attending!
Questions? Comments?
emre.sevinc@bigindustries.be

Contenu connexe

Tendances

Hortonworks Hybrid Cloud - Putting you back in control of your data
Hortonworks Hybrid Cloud - Putting you back in control of your dataHortonworks Hybrid Cloud - Putting you back in control of your data
Hortonworks Hybrid Cloud - Putting you back in control of your dataScott Clinton
 
Making the Case for Hadoop in a Large Enterprise-British Airways
Making the Case for Hadoop in a Large Enterprise-British AirwaysMaking the Case for Hadoop in a Large Enterprise-British Airways
Making the Case for Hadoop in a Large Enterprise-British AirwaysDataWorks Summit
 
Emergence of MongoDB as an Enterprise Data Hub
Emergence of MongoDB as an Enterprise Data HubEmergence of MongoDB as an Enterprise Data Hub
Emergence of MongoDB as an Enterprise Data HubMongoDB
 
Modern Data Management for Federal Modernization
Modern Data Management for Federal ModernizationModern Data Management for Federal Modernization
Modern Data Management for Federal ModernizationDenodo
 
Building a Modern Analytic Database with Cloudera 5.8
Building a Modern Analytic Database with Cloudera 5.8Building a Modern Analytic Database with Cloudera 5.8
Building a Modern Analytic Database with Cloudera 5.8Cloudera, Inc.
 
Harnessing the Power of Big Data at Freddie Mac
Harnessing the Power of Big Data at Freddie MacHarnessing the Power of Big Data at Freddie Mac
Harnessing the Power of Big Data at Freddie MacDataWorks Summit
 
Rethink Analytics with an Enterprise Data Hub
Rethink Analytics with an Enterprise Data HubRethink Analytics with an Enterprise Data Hub
Rethink Analytics with an Enterprise Data HubCloudera, Inc.
 
Meet the experts dwo bde vds v7
Meet the experts dwo bde vds v7Meet the experts dwo bde vds v7
Meet the experts dwo bde vds v7mmathipra
 
Constant Contact: An Online Marketing Leader’s Data Lake Journey
Constant Contact: An Online Marketing Leader’s Data Lake JourneyConstant Contact: An Online Marketing Leader’s Data Lake Journey
Constant Contact: An Online Marketing Leader’s Data Lake JourneySeeling Cheung
 
The Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data HubThe Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data HubCloudera, Inc.
 
Oil and gas big data edition
Oil and gas  big data editionOil and gas  big data edition
Oil and gas big data editionMark Kerzner
 
Case study: Hadoop as ELT for Leading US Retailer - Happiest Minds
Case study: Hadoop as ELT for Leading US Retailer - Happiest MindsCase study: Hadoop as ELT for Leading US Retailer - Happiest Minds
Case study: Hadoop as ELT for Leading US Retailer - Happiest MindsHappiest Minds Technologies
 
AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14
AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14
AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14Phillip Delaney
 
Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...
Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...
Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...Cloudera, Inc.
 
The Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data HubThe Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data HubCloudera, Inc.
 
Hadoop: Making it work for the Business Unit
Hadoop: Making it work for the Business UnitHadoop: Making it work for the Business Unit
Hadoop: Making it work for the Business UnitDataWorks Summit
 
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...DataWorks Summit/Hadoop Summit
 
Making Big Data Analytics with Hadoop fast & easy (webinar slides)
Making Big Data Analytics with Hadoop fast & easy (webinar slides)Making Big Data Analytics with Hadoop fast & easy (webinar slides)
Making Big Data Analytics with Hadoop fast & easy (webinar slides)Yellowfin
 
4 Steps to Make Customer Data Actionable
4 Steps to Make Customer Data Actionable 4 Steps to Make Customer Data Actionable
4 Steps to Make Customer Data Actionable Jean-Michel Franco
 
zData Inc. Big Data Consulting and Services - Overview and Summary
zData Inc. Big Data Consulting and Services - Overview and SummaryzData Inc. Big Data Consulting and Services - Overview and Summary
zData Inc. Big Data Consulting and Services - Overview and SummaryzData Inc.
 

Tendances (20)

Hortonworks Hybrid Cloud - Putting you back in control of your data
Hortonworks Hybrid Cloud - Putting you back in control of your dataHortonworks Hybrid Cloud - Putting you back in control of your data
Hortonworks Hybrid Cloud - Putting you back in control of your data
 
Making the Case for Hadoop in a Large Enterprise-British Airways
Making the Case for Hadoop in a Large Enterprise-British AirwaysMaking the Case for Hadoop in a Large Enterprise-British Airways
Making the Case for Hadoop in a Large Enterprise-British Airways
 
Emergence of MongoDB as an Enterprise Data Hub
Emergence of MongoDB as an Enterprise Data HubEmergence of MongoDB as an Enterprise Data Hub
Emergence of MongoDB as an Enterprise Data Hub
 
Modern Data Management for Federal Modernization
Modern Data Management for Federal ModernizationModern Data Management for Federal Modernization
Modern Data Management for Federal Modernization
 
Building a Modern Analytic Database with Cloudera 5.8
Building a Modern Analytic Database with Cloudera 5.8Building a Modern Analytic Database with Cloudera 5.8
Building a Modern Analytic Database with Cloudera 5.8
 
Harnessing the Power of Big Data at Freddie Mac
Harnessing the Power of Big Data at Freddie MacHarnessing the Power of Big Data at Freddie Mac
Harnessing the Power of Big Data at Freddie Mac
 
Rethink Analytics with an Enterprise Data Hub
Rethink Analytics with an Enterprise Data HubRethink Analytics with an Enterprise Data Hub
Rethink Analytics with an Enterprise Data Hub
 
Meet the experts dwo bde vds v7
Meet the experts dwo bde vds v7Meet the experts dwo bde vds v7
Meet the experts dwo bde vds v7
 
Constant Contact: An Online Marketing Leader’s Data Lake Journey
Constant Contact: An Online Marketing Leader’s Data Lake JourneyConstant Contact: An Online Marketing Leader’s Data Lake Journey
Constant Contact: An Online Marketing Leader’s Data Lake Journey
 
The Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data HubThe Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data Hub
 
Oil and gas big data edition
Oil and gas  big data editionOil and gas  big data edition
Oil and gas big data edition
 
Case study: Hadoop as ELT for Leading US Retailer - Happiest Minds
Case study: Hadoop as ELT for Leading US Retailer - Happiest MindsCase study: Hadoop as ELT for Leading US Retailer - Happiest Minds
Case study: Hadoop as ELT for Leading US Retailer - Happiest Minds
 
AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14
AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14
AURIN Data Hubs Supporting Smarter Cities - Phil Delaney, Locate14
 
Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...
Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...
Turning Petabytes of Data into Profit with Hadoop for the World’s Biggest Ret...
 
The Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data HubThe Future of Data Management: The Enterprise Data Hub
The Future of Data Management: The Enterprise Data Hub
 
Hadoop: Making it work for the Business Unit
Hadoop: Making it work for the Business UnitHadoop: Making it work for the Business Unit
Hadoop: Making it work for the Business Unit
 
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
ING's Customer-Centric Data Journey from Community Idea to Private Cloud Depl...
 
Making Big Data Analytics with Hadoop fast & easy (webinar slides)
Making Big Data Analytics with Hadoop fast & easy (webinar slides)Making Big Data Analytics with Hadoop fast & easy (webinar slides)
Making Big Data Analytics with Hadoop fast & easy (webinar slides)
 
4 Steps to Make Customer Data Actionable
4 Steps to Make Customer Data Actionable 4 Steps to Make Customer Data Actionable
4 Steps to Make Customer Data Actionable
 
zData Inc. Big Data Consulting and Services - Overview and Summary
zData Inc. Big Data Consulting and Services - Overview and SummaryzData Inc. Big Data Consulting and Services - Overview and Summary
zData Inc. Big Data Consulting and Services - Overview and Summary
 

Similaire à Big Data Governance in Hadoop Environments with Cloudera Navigatorfeb2017meetu

MVP (Minimum Viable Product) Readiness | Boost Labs
MVP (Minimum Viable Product) Readiness | Boost LabsMVP (Minimum Viable Product) Readiness | Boost Labs
MVP (Minimum Viable Product) Readiness | Boost LabsBoost Labs
 
InfoSphere BigInsights
InfoSphere BigInsightsInfoSphere BigInsights
InfoSphere BigInsightsWilfried Hoge
 
Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...
Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...
Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...Denodo
 
DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?
DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?
DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?DATAVERSITY
 
Putting the Ops in DataOps: Orchestrate the Flow of Data Across Data Pipelines
Putting the Ops in DataOps: Orchestrate the Flow of Data Across Data PipelinesPutting the Ops in DataOps: Orchestrate the Flow of Data Across Data Pipelines
Putting the Ops in DataOps: Orchestrate the Flow of Data Across Data PipelinesDATAVERSITY
 
Get ahead of the cloud or get left behind
Get ahead of the cloud or get left behindGet ahead of the cloud or get left behind
Get ahead of the cloud or get left behindMatt Mandich
 
NOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science Workbench
NOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science WorkbenchNOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science Workbench
NOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science WorkbenchNOVA DATASCIENCE
 
The Journey to Success with Big Data
The Journey to Success with Big DataThe Journey to Success with Big Data
The Journey to Success with Big DataCloudera, Inc.
 
Self-Service Analytics with Guard Rails
Self-Service Analytics with Guard RailsSelf-Service Analytics with Guard Rails
Self-Service Analytics with Guard RailsDenodo
 
On the road to Engineering excellence
On the road to Engineering excellenceOn the road to Engineering excellence
On the road to Engineering excellenceAlexander Mrynskyi
 
Sricharan_Sana_11yrs_MDM_DM_CRM
Sricharan_Sana_11yrs_MDM_DM_CRMSricharan_Sana_11yrs_MDM_DM_CRM
Sricharan_Sana_11yrs_MDM_DM_CRMsricharan sana
 
Google Cloud Machine Learning
 Google Cloud Machine Learning  Google Cloud Machine Learning
Google Cloud Machine Learning India Quotient
 
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini
 
Keynote - Anil Patel - Bank on Openess
Keynote - Anil Patel - Bank on OpenessKeynote - Anil Patel - Bank on Openess
Keynote - Anil Patel - Bank on OpenessSparkrock
 
Comprehensive Security for the Enterprise IV: Visibility Through a Single End...
Comprehensive Security for the Enterprise IV: Visibility Through a Single End...Comprehensive Security for the Enterprise IV: Visibility Through a Single End...
Comprehensive Security for the Enterprise IV: Visibility Through a Single End...Cloudera, Inc.
 
¿En qué se parece el Gobierno del Dato a un parque de atracciones?
¿En qué se parece el Gobierno del Dato a un parque de atracciones?¿En qué se parece el Gobierno del Dato a un parque de atracciones?
¿En qué se parece el Gobierno del Dato a un parque de atracciones?Denodo
 
DAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the Same
DAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the SameDAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the Same
DAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the SameDATAVERSITY
 
Keyrus US Information
Keyrus US InformationKeyrus US Information
Keyrus US InformationJulian Tong
 
Hybrid Development Webinar - English
Hybrid Development Webinar - EnglishHybrid Development Webinar - English
Hybrid Development Webinar - EnglishCollabNet
 

Similaire à Big Data Governance in Hadoop Environments with Cloudera Navigatorfeb2017meetu (20)

MVP (Minimum Viable Product) Readiness | Boost Labs
MVP (Minimum Viable Product) Readiness | Boost LabsMVP (Minimum Viable Product) Readiness | Boost Labs
MVP (Minimum Viable Product) Readiness | Boost Labs
 
InfoSphere BigInsights
InfoSphere BigInsightsInfoSphere BigInsights
InfoSphere BigInsights
 
Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...
Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...
Implementar una estrategia eficiente de gobierno y seguridad del dato con la ...
 
DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?
DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?
DAS Slides: Emerging Trends in Data Architecture — What’s the Next Big Thing?
 
Putting the Ops in DataOps: Orchestrate the Flow of Data Across Data Pipelines
Putting the Ops in DataOps: Orchestrate the Flow of Data Across Data PipelinesPutting the Ops in DataOps: Orchestrate the Flow of Data Across Data Pipelines
Putting the Ops in DataOps: Orchestrate the Flow of Data Across Data Pipelines
 
Get ahead of the cloud or get left behind
Get ahead of the cloud or get left behindGet ahead of the cloud or get left behind
Get ahead of the cloud or get left behind
 
NOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science Workbench
NOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science WorkbenchNOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science Workbench
NOVA Data Science Meetup 2-21-2018 Presentation Cloudera Data Science Workbench
 
The Journey to Success with Big Data
The Journey to Success with Big DataThe Journey to Success with Big Data
The Journey to Success with Big Data
 
Self-Service Analytics with Guard Rails
Self-Service Analytics with Guard RailsSelf-Service Analytics with Guard Rails
Self-Service Analytics with Guard Rails
 
On the road to Engineering excellence
On the road to Engineering excellenceOn the road to Engineering excellence
On the road to Engineering excellence
 
Sricharan_Sana_11yrs_MDM_DM_CRM
Sricharan_Sana_11yrs_MDM_DM_CRMSricharan_Sana_11yrs_MDM_DM_CRM
Sricharan_Sana_11yrs_MDM_DM_CRM
 
Google Cloud Machine Learning
 Google Cloud Machine Learning  Google Cloud Machine Learning
Google Cloud Machine Learning
 
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with Cloudera
 
Keynote - Anil Patel - Bank on Openess
Keynote - Anil Patel - Bank on OpenessKeynote - Anil Patel - Bank on Openess
Keynote - Anil Patel - Bank on Openess
 
Comprehensive Security for the Enterprise IV: Visibility Through a Single End...
Comprehensive Security for the Enterprise IV: Visibility Through a Single End...Comprehensive Security for the Enterprise IV: Visibility Through a Single End...
Comprehensive Security for the Enterprise IV: Visibility Through a Single End...
 
¿En qué se parece el Gobierno del Dato a un parque de atracciones?
¿En qué se parece el Gobierno del Dato a un parque de atracciones?¿En qué se parece el Gobierno del Dato a un parque de atracciones?
¿En qué se parece el Gobierno del Dato a un parque de atracciones?
 
DAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the Same
DAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the SameDAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the Same
DAS Slides: Cloud-Based Data Warehousing – What’s New and What Stays the Same
 
Keyrus US Information
Keyrus US InformationKeyrus US Information
Keyrus US Information
 
Keyrus US Information
Keyrus US InformationKeyrus US Information
Keyrus US Information
 
Hybrid Development Webinar - English
Hybrid Development Webinar - EnglishHybrid Development Webinar - English
Hybrid Development Webinar - English
 

Dernier

+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesAI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesVictorSzoltysek
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionOnePlan Solutions
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...panagenda
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Modelsaagamshah0812
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrandmasabamasaba
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdfintroduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdfVishalKumarJha10
 
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfonteinmasabamasaba
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnAmarnathKambale
 
Architecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastArchitecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastPapp Krisztián
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyviewmasabamasaba
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providermohitmore19
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
Direct Style Effect Systems - The Print[A] Example - A Comprehension Aid
Direct Style Effect Systems -The Print[A] Example- A Comprehension AidDirect Style Effect Systems -The Print[A] Example- A Comprehension Aid
Direct Style Effect Systems - The Print[A] Example - A Comprehension AidPhilip Schwarz
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsJhone kinadey
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...masabamasaba
 
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisamasabamasaba
 

Dernier (20)

+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
Microsoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdfMicrosoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdf
 
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesAI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Models
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdfintroduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
 
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learn
 
Architecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastArchitecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the past
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service provider
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
Direct Style Effect Systems - The Print[A] Example - A Comprehension Aid
Direct Style Effect Systems -The Print[A] Example- A Comprehension AidDirect Style Effect Systems -The Print[A] Example- A Comprehension Aid
Direct Style Effect Systems - The Print[A] Example - A Comprehension Aid
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial Goals
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
 
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
 

Big Data Governance in Hadoop Environments with Cloudera Navigatorfeb2017meetu

  • 1. Big Data Governance in Hadoop with Cloudera Navigator Emre Sevinç emre.sevinc@bigindustries.be
  • 2. Agenda ● Introduction ● What is data governance and why should you care about it? ● What is Cloudera Navigator and how does it fit in? ● Cloudera Navigator Demonstration ● What’s new in the latest release of Cloudera 5.10?
  • 3. Where are You with Hadoop? 1/2 Your relationship with Hadoop ... ● Still learning ● Evaluating distributions ● Testing / Development / Prototyping ● In production
  • 4. Where are You with Hadoop? 2/2 Your are using / planning to use Hadoop in ... ● Banking ● Telecom ● Healthcare ● Media / entertainment ● Internet services ...
  • 5. Data Governance... “... refers to the overall management of the availability, usability, integrity, auditability ,and security of the data employed in an enterprise. A sound data governance program includes a governing body, a defined set of procedures and policies, and a plan to execute them. Data governance is used by organizations to exercise control over processes and methods used by their data stewards in order to improve data quality.”
  • 6. Cloudera Big Data Maturity Survey 2016 https://goo.gl/d3A0ps
  • 7. Data Governance & Challenges ● Compliance Officers: how to track, understand, and protect access to sensitive data? ○ Am I prepared for an audit? ○ Who’s accessing what data? ○ What are they doing with the data? ○ Is sensitive data governed and protected? ● Data Stewards and Curators: how to manage and organize data assets at Hadoop scale? ○ How to efficiently manage the data lifecycle from ingest to purge? ○ How to classify data efficiently? ○ How to make data available to end users efficiently? ● Data Scientists and BI Users: how to effortlessly find and trust the data that matter the most? ○ How can I explore data on my own? ○ Can I trust what I find? ○ How to find related data sets? ● Hadoop Administrators and DBAs: how to boost user productivity and cluster performance? ○ How is data being used today? ○ How can I optimize for future workloads?
  • 8. Your Hadoop data management concern is... ● Compliance, e.g. EU General Data Protection Regulation (GDPR) ● Stewardship (lifecycle management) ● Curation (metadata tagging) ● Enabling end-user self-service ● Administration (optimization) ● Other
  • 9. What is Cloudera Navigator? How does Cloudera Navigator fit into the Big Data Governance picture?
  • 10. Cloudera Navigator Governance Foundation Unified Auditing Comprehensive Lineage Unified Metadata Universal Policies
  • 11. Cloudera Navigator ● Trusted for production: deployed at 100s of customers in various industries, running in production for 4 years ● Compliance-ready: Cloudera is the first Hadoop distribution that passed an independent PCI audit ● Integrates well with industry-leading partner solutions
  • 13. Integration with Others 2/2 https://github.com/cloudera/navigator-sdk
  • 15. Metadata - Business & Technical
  • 20. What’s new in Cloudera 5.10 (1/3) ● Comprehensive Governance for the Cloud ○ Cataloging, metadata management, and comprehensive lineage for data on Amazon S3 ○ The only big data governance solution for data stored on-premise as well as in the cloud
  • 21. What’s new in Cloudera 5.10 (2/3) Comprehensive Governance for the Cloud
  • 22. What’s new in Cloudera 5.10 (3/3) ● Policy-based business metadata assignment and validation ● Major performance optimizations ● Refreshed look-and-feel for increased data stewardship productivity ● Solr indexing has been optimized to improve search speed and reduce memory requirements.
  • 23. Thanks for attending! Questions? Comments? emre.sevinc@bigindustries.be