SlideShare une entreprise Scribd logo
1  sur  32
Télécharger pour lire hors ligne
From BigTable to HBase and back
again
Leonardo Gamas
@leogamas
Who am i?
Leonardo Gamas
Software Engineer
Physics @ UEFS
@ Jusbrasil for 8 years
Trying to be fit ;)
@leogamas
Conectando Pessoas à Justiça
BigTable
BigTable
BigTable
Data model
Building blocks
Building blocks
Chubby
Serving data
HBase
Apache HBase
Use Apache HBase™ when you need random, realtime read/write access to
your Big Data. This project's goal is the hosting of very large tables -- billions of
rows X millions of columns -- atop clusters of commodity hardware. Apache
HBase is an open-source, distributed, versioned, non-relational database
modeled after Google's Bigtable: A Distributed Storage System for Structured
Data by Chang et al. Just as Bigtable leverages the distributed data storage
provided by the Google File System, Apache HBase provides Bigtable-like
capabilities on top of Hadoop and HDFS.
Building Blocks
Tables and Regions
Architecture
Adoption (Why HBase)
Hammer
Hammer time
Infrastructure
34 nodes
Each node with: 32 GB RAM, 400GB of SSD
Each node costing 350,00 USD per month
CAP strikes again
Google Cloud BigTable
Google Cloud BigTable
Fast
Integrated
Goodbye management
BigTable and Hammer
Data export
Data import
Takeaways
Questions?
Temos vagas!
vagas@jusbrasil.com.br
github.com/jusbrasil/careers

Contenu connexe

Tendances

re:Introduce Big Data and Hadoop Eco-system.
re:Introduce Big Data and Hadoop Eco-system.re:Introduce Big Data and Hadoop Eco-system.
re:Introduce Big Data and Hadoop Eco-system.Shakir Ali
 
ODI11g, Hadoop and "Big Data" Sources
ODI11g, Hadoop and "Big Data" SourcesODI11g, Hadoop and "Big Data" Sources
ODI11g, Hadoop and "Big Data" SourcesMark Rittman
 
Journées ABES 2014 - Projet CIB - Uwe Rich
Journées ABES 2014 - Projet CIB - Uwe Rich Journées ABES 2014 - Projet CIB - Uwe Rich
Journées ABES 2014 - Projet CIB - Uwe Rich ABES
 
Big data presentation
Big data presentationBig data presentation
Big data presentationSreeSowmya7
 
Introduction to Redis Data Structures
Introduction to Redis Data Structures Introduction to Redis Data Structures
Introduction to Redis Data Structures ScaleGrid.io
 
Seattle scalability meetup March 27,2013 intro slides
Seattle scalability meetup March 27,2013 intro slidesSeattle scalability meetup March 27,2013 intro slides
Seattle scalability meetup March 27,2013 intro slidesclive boulton
 
What's So Unique About a Columnar Database?
What's So Unique About a Columnar Database?What's So Unique About a Columnar Database?
What's So Unique About a Columnar Database?FlyData Inc.
 
Big Data - Linked In_DEEPU
Big Data - Linked In_DEEPUBig Data - Linked In_DEEPU
Big Data - Linked In_DEEPUDeepu M
 
The Internet as a Single Database
The Internet as a Single DatabaseThe Internet as a Single Database
The Internet as a Single DatabaseDatafiniti
 
How to migrate to GraphDB in 10 easy to follow steps
How to migrate to GraphDB in 10 easy to follow steps How to migrate to GraphDB in 10 easy to follow steps
How to migrate to GraphDB in 10 easy to follow steps Ontotext
 
Introdution to Apache Hadoop
Introdution to Apache HadoopIntrodution to Apache Hadoop
Introdution to Apache HadoopMike Frampton
 
Big data and hadoop lightining talk
Big data and hadoop   lightining talkBig data and hadoop   lightining talk
Big data and hadoop lightining talkEsther Kundin
 
Výběr Big Data platformy - Jan Sovka - IBM
Výběr Big Data platformy - Jan Sovka - IBMVýběr Big Data platformy - Jan Sovka - IBM
Výběr Big Data platformy - Jan Sovka - IBMProfinit
 
Big data, Hadoop - lunchtime talk 2015.02.26
Big data, Hadoop - lunchtime talk 2015.02.26Big data, Hadoop - lunchtime talk 2015.02.26
Big data, Hadoop - lunchtime talk 2015.02.26Robert Gibbon
 
Overview of bigdata
Overview of bigdataOverview of bigdata
Overview of bigdataAbinaya B
 

Tendances (19)

re:Introduce Big Data and Hadoop Eco-system.
re:Introduce Big Data and Hadoop Eco-system.re:Introduce Big Data and Hadoop Eco-system.
re:Introduce Big Data and Hadoop Eco-system.
 
ODI11g, Hadoop and "Big Data" Sources
ODI11g, Hadoop and "Big Data" SourcesODI11g, Hadoop and "Big Data" Sources
ODI11g, Hadoop and "Big Data" Sources
 
Journées ABES 2014 - Projet CIB - Uwe Rich
Journées ABES 2014 - Projet CIB - Uwe Rich Journées ABES 2014 - Projet CIB - Uwe Rich
Journées ABES 2014 - Projet CIB - Uwe Rich
 
Big data presentation
Big data presentationBig data presentation
Big data presentation
 
Introduction to Redis Data Structures
Introduction to Redis Data Structures Introduction to Redis Data Structures
Introduction to Redis Data Structures
 
Seattle scalability meetup March 27,2013 intro slides
Seattle scalability meetup March 27,2013 intro slidesSeattle scalability meetup March 27,2013 intro slides
Seattle scalability meetup March 27,2013 intro slides
 
What's So Unique About a Columnar Database?
What's So Unique About a Columnar Database?What's So Unique About a Columnar Database?
What's So Unique About a Columnar Database?
 
Big Data - Linked In_DEEPU
Big Data - Linked In_DEEPUBig Data - Linked In_DEEPU
Big Data - Linked In_DEEPU
 
Python for data science
Python for data sciencePython for data science
Python for data science
 
The Internet as a Single Database
The Internet as a Single DatabaseThe Internet as a Single Database
The Internet as a Single Database
 
How to migrate to GraphDB in 10 easy to follow steps
How to migrate to GraphDB in 10 easy to follow steps How to migrate to GraphDB in 10 easy to follow steps
How to migrate to GraphDB in 10 easy to follow steps
 
Introdution to Apache Hadoop
Introdution to Apache HadoopIntrodution to Apache Hadoop
Introdution to Apache Hadoop
 
First Step in NoSql
First Step in NoSqlFirst Step in NoSql
First Step in NoSql
 
20110922 owf
20110922 owf20110922 owf
20110922 owf
 
Big data and hadoop lightining talk
Big data and hadoop   lightining talkBig data and hadoop   lightining talk
Big data and hadoop lightining talk
 
Výběr Big Data platformy - Jan Sovka - IBM
Výběr Big Data platformy - Jan Sovka - IBMVýběr Big Data platformy - Jan Sovka - IBM
Výběr Big Data platformy - Jan Sovka - IBM
 
Big data, Hadoop - lunchtime talk 2015.02.26
Big data, Hadoop - lunchtime talk 2015.02.26Big data, Hadoop - lunchtime talk 2015.02.26
Big data, Hadoop - lunchtime talk 2015.02.26
 
Big table
Big tableBig table
Big table
 
Overview of bigdata
Overview of bigdataOverview of bigdata
Overview of bigdata
 

Similaire à From BigTable to HBase and back again

Data infrastructure at Facebook
Data infrastructure at Facebook Data infrastructure at Facebook
Data infrastructure at Facebook AhmedDoukh
 
Overview of big data & hadoop version 1 - Tony Nguyen
Overview of big data & hadoop   version 1 - Tony NguyenOverview of big data & hadoop   version 1 - Tony Nguyen
Overview of big data & hadoop version 1 - Tony NguyenThanh Nguyen
 
Overview of Big data, Hadoop and Microsoft BI - version1
Overview of Big data, Hadoop and Microsoft BI - version1Overview of Big data, Hadoop and Microsoft BI - version1
Overview of Big data, Hadoop and Microsoft BI - version1Thanh Nguyen
 
Techincal Talk Hbase-Ditributed,no-sql database
Techincal Talk Hbase-Ditributed,no-sql databaseTechincal Talk Hbase-Ditributed,no-sql database
Techincal Talk Hbase-Ditributed,no-sql databaseRishabh Dugar
 
Eric Baldeschwieler Keynote from Storage Developers Conference
Eric Baldeschwieler Keynote from Storage Developers ConferenceEric Baldeschwieler Keynote from Storage Developers Conference
Eric Baldeschwieler Keynote from Storage Developers ConferenceHortonworks
 
How Hadoop Revolutionized Data Warehousing at Yahoo and Facebook
How Hadoop Revolutionized Data Warehousing at Yahoo and FacebookHow Hadoop Revolutionized Data Warehousing at Yahoo and Facebook
How Hadoop Revolutionized Data Warehousing at Yahoo and FacebookAmr Awadallah
 
Hadoop: Distributed Data Processing
Hadoop: Distributed Data ProcessingHadoop: Distributed Data Processing
Hadoop: Distributed Data ProcessingCloudera, Inc.
 
Big Data Analytics 2014
Big Data Analytics 2014Big Data Analytics 2014
Big Data Analytics 2014Stratebi
 
SDMA-FDMA-TDMA-fixed TDM
SDMA-FDMA-TDMA-fixed TDMSDMA-FDMA-TDMA-fixed TDM
SDMA-FDMA-TDMA-fixed TDMSanSan149
 
Hadoop introduction
Hadoop introductionHadoop introduction
Hadoop introduction葵慶 李
 
Hadoop demo ppt
Hadoop demo pptHadoop demo ppt
Hadoop demo pptPhil Young
 
Hw09 Practical HBase Getting The Most From Your H Base Install
Hw09   Practical HBase  Getting The Most From Your H Base InstallHw09   Practical HBase  Getting The Most From Your H Base Install
Hw09 Practical HBase Getting The Most From Your H Base InstallCloudera, Inc.
 
A Glimpse of Bigdata - Introduction
A Glimpse of Bigdata - IntroductionA Glimpse of Bigdata - Introduction
A Glimpse of Bigdata - Introductionsaisreealekhya
 
An introduction to Big-Data processing applying hadoop
An introduction to Big-Data processing applying hadoopAn introduction to Big-Data processing applying hadoop
An introduction to Big-Data processing applying hadoopAmir Sedighi
 

Similaire à From BigTable to HBase and back again (20)

Data infrastructure at Facebook
Data infrastructure at Facebook Data infrastructure at Facebook
Data infrastructure at Facebook
 
Overview of big data & hadoop version 1 - Tony Nguyen
Overview of big data & hadoop   version 1 - Tony NguyenOverview of big data & hadoop   version 1 - Tony Nguyen
Overview of big data & hadoop version 1 - Tony Nguyen
 
Overview of Big data, Hadoop and Microsoft BI - version1
Overview of Big data, Hadoop and Microsoft BI - version1Overview of Big data, Hadoop and Microsoft BI - version1
Overview of Big data, Hadoop and Microsoft BI - version1
 
Techincal Talk Hbase-Ditributed,no-sql database
Techincal Talk Hbase-Ditributed,no-sql databaseTechincal Talk Hbase-Ditributed,no-sql database
Techincal Talk Hbase-Ditributed,no-sql database
 
Eric Baldeschwieler Keynote from Storage Developers Conference
Eric Baldeschwieler Keynote from Storage Developers ConferenceEric Baldeschwieler Keynote from Storage Developers Conference
Eric Baldeschwieler Keynote from Storage Developers Conference
 
How Hadoop Revolutionized Data Warehousing at Yahoo and Facebook
How Hadoop Revolutionized Data Warehousing at Yahoo and FacebookHow Hadoop Revolutionized Data Warehousing at Yahoo and Facebook
How Hadoop Revolutionized Data Warehousing at Yahoo and Facebook
 
Hadoop: Distributed Data Processing
Hadoop: Distributed Data ProcessingHadoop: Distributed Data Processing
Hadoop: Distributed Data Processing
 
Big Data Analytics 2014
Big Data Analytics 2014Big Data Analytics 2014
Big Data Analytics 2014
 
Big Data A La Carte Menu
Big Data A La Carte MenuBig Data A La Carte Menu
Big Data A La Carte Menu
 
SDMA-FDMA-TDMA-fixed TDM
SDMA-FDMA-TDMA-fixed TDMSDMA-FDMA-TDMA-fixed TDM
SDMA-FDMA-TDMA-fixed TDM
 
Case study on big data
Case study on big dataCase study on big data
Case study on big data
 
Hadoop introduction
Hadoop introductionHadoop introduction
Hadoop introduction
 
Big data and tools
Big data and tools Big data and tools
Big data and tools
 
Hadoop demo ppt
Hadoop demo pptHadoop demo ppt
Hadoop demo ppt
 
The ABC of Big Data
The ABC of Big DataThe ABC of Big Data
The ABC of Big Data
 
Hw09 Practical HBase Getting The Most From Your H Base Install
Hw09   Practical HBase  Getting The Most From Your H Base InstallHw09   Practical HBase  Getting The Most From Your H Base Install
Hw09 Practical HBase Getting The Most From Your H Base Install
 
A Glimpse of Bigdata - Introduction
A Glimpse of Bigdata - IntroductionA Glimpse of Bigdata - Introduction
A Glimpse of Bigdata - Introduction
 
00 hadoop welcome_transcript
00 hadoop welcome_transcript00 hadoop welcome_transcript
00 hadoop welcome_transcript
 
BIGDATA ppts
BIGDATA pptsBIGDATA ppts
BIGDATA ppts
 
An introduction to Big-Data processing applying hadoop
An introduction to Big-Data processing applying hadoopAn introduction to Big-Data processing applying hadoop
An introduction to Big-Data processing applying hadoop
 

Dernier

Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWERMadyBayot
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Orbitshub
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfOverkill Security
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Zilliz
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 

Dernier (20)

Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 

From BigTable to HBase and back again