SlideShare une entreprise Scribd logo
1  sur  37
Télécharger pour lire hors ligne
Big Data on Public Cloud
Assoc. Prof. Dr. Thanachart Numnonda
Executive Director
IMC Institute
13 March 2015
2
“Bัy 2015, 20% of Global 1000 organizations
Will have established a strategic focus on
information infrastructure ”
Gartner
3
Big Data Landscape
Source: Big Data in the Enterprise. When to Use What?
4
Big Data Landscape
Source : http://www.vitria.com/
5
6
NoSQL
7
A scalable fault-tolerant distributed system
for data storage and processing
Completely written in java
Open source & distributed under Apache license
What is Hadoop?
8
Hadoop Environment
Source: Hadoop in Practice; Alex Holmes
9
Major Hadoop Components
Hadoop Distributed File System
(HDFS)
Map/Reduce System
10
Hadoop Distribution
Microsoft Azure
11
Big Data Future Architecture
Sscial Media Images e-mails Crawlers
ERP CRM LOB APPs
Unstructured and Structured Data
Parallel Data Warehouse
Hadoop On
Cloud
Hadoop On
Private
Server
Connectors
S
S
R
S
BI Platform
Familiar End User Tools
Spreadsheet Predictive Analytics
Data Market Place
NoSQL
Petabytes of Data
(Unstructured)
Hundreds of TB of Data
(structured)
12
Issue with Big Data Infrastructure
Large investment
Scalabilty
ROI
Business Cases
13
14Source : http://acloudyplace.com/
15
Big Data on Cloud
Using IaaS to leverage Cloud Vms
Using Big Data as a Services
16
Big Data Services on Cloud
Amazon
Elastic Mapreduce
Microsoft Azure Hadoop
17
Big Data as a Service
18
19
Database as a Service
Amazon RDS
IBM SQL Database for Bluemix
Microsoft SQL Database
Google CloudSQL
20
NoSQL as a Service
Amazon DynomoDB
Google Cloud DataStore
Microsoft Azure DocumentDB
Cloudant on IBM Bluemix.
Mongo DB on Heroku
21
Hadoop as a Service
Amazon Elastic Map Reduce
Rackspace Cloud Big Data Platform
Qubole
Google Cloud Platform
IBM Bluemix: Analytic on Hadoop
Microsoft Azure HDInsight
22
23
24
Big Data on Amazon EMR
25
26
27
28
Big Data on Cloud Roadmap
Step 1: Build the business case
Step 2: Assess your Big Data application
workloads
Step 3: Develop a technical approach for
deploying and managing Big Data in the cloud
Step 4: Address governance, security, privacy,
risk,
Step 5: Deploy, integrate, and operationalize
your cloud-based Big Data infrastructure
Source : Deploying Big Data Analytics Applications to the Cloud: Roadmap for Success: CSCS
29
Access your application workloads
Big-data storage
Big-data processing
Big-data development
Source : Deploying Big Data Analytics Applications to the Cloud: Roadmap for Success: CSCS
30
Sample applications
Enterprise applications already hosted in the
cloud
High-volume external data sources that
require considerable preprocessing
Tactical applications beyond your on-
premises, Big Data capabilities
Elastic provisioning of very large but short-
lived analytic sandboxes
Source : Deploying Big Data Analytics Applications to the Cloud: Roadmap for Success: CSCS
31
Demo
32
Amazon DynomoDB
33
Google BigQuery
34
Hadoop on Google
35
Amazon EMR
36
www.facebook.com/imcinstitute
37
Thank you
thanachart@imcinstitute.com
www.facebook.com/imcinstitute
www.slideshare.net/imcinstitute
www.thanachart.org

Contenu connexe

Tendances

Big data-analytics-cpe8035
Big data-analytics-cpe8035Big data-analytics-cpe8035
Big data-analytics-cpe8035Neelam Rawat
 
The rise of “Big Data” on cloud computing
The rise of “Big Data” on cloud computingThe rise of “Big Data” on cloud computing
The rise of “Big Data” on cloud computingMinhazul Arefin
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big DataKaran Desai
 
Guest Lecture: Introduction to Big Data at Indian Institute of Technology
Guest Lecture: Introduction to Big Data at Indian Institute of TechnologyGuest Lecture: Introduction to Big Data at Indian Institute of Technology
Guest Lecture: Introduction to Big Data at Indian Institute of TechnologyNishant Gandhi
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big DataKristof Jozsa
 
The Future Of Big Data
The Future Of Big DataThe Future Of Big Data
The Future Of Big DataMatthew Dennis
 
Big Data Analysis Patterns - TriHUG 6/27/2013
Big Data Analysis Patterns - TriHUG 6/27/2013Big Data Analysis Patterns - TriHUG 6/27/2013
Big Data Analysis Patterns - TriHUG 6/27/2013boorad
 
Big data peresintaion
Big data peresintaion Big data peresintaion
Big data peresintaion ahmed alshikh
 
Mining Big Data in Real Time
Mining Big Data in Real TimeMining Big Data in Real Time
Mining Big Data in Real TimeAlbert Bifet
 
Big data competitive landscape overview
Big data competitive landscape overviewBig data competitive landscape overview
Big data competitive landscape overviewBisakha Praharaj
 
02 a holistic approach to big data
02 a holistic approach to big data02 a holistic approach to big data
02 a holistic approach to big dataRaul Chong
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big DataAmpoolIO
 
Gail Zhou on "Big Data Technology, Strategy, and Applications"
Gail Zhou on "Big Data Technology, Strategy, and Applications"Gail Zhou on "Big Data Technology, Strategy, and Applications"
Gail Zhou on "Big Data Technology, Strategy, and Applications"Gail Zhou, MBA, PhD
 
Big Data - Applications and Technologies Overview
Big Data - Applications and Technologies OverviewBig Data - Applications and Technologies Overview
Big Data - Applications and Technologies OverviewSivashankar Ganapathy
 
Connecting and Exploiting Big Data
Connecting and Exploiting Big DataConnecting and Exploiting Big Data
Connecting and Exploiting Big DataR A Akerkar
 
Big data analytics with Apache Hadoop
Big data analytics with Apache  HadoopBig data analytics with Apache  Hadoop
Big data analytics with Apache HadoopSuman Saurabh
 
10 Most Effective Big Data Technologies
10 Most Effective Big Data Technologies10 Most Effective Big Data Technologies
10 Most Effective Big Data TechnologiesMahindra Comviva
 

Tendances (20)

Big data-analytics-cpe8035
Big data-analytics-cpe8035Big data-analytics-cpe8035
Big data-analytics-cpe8035
 
The rise of “Big Data” on cloud computing
The rise of “Big Data” on cloud computingThe rise of “Big Data” on cloud computing
The rise of “Big Data” on cloud computing
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big Data
 
Guest Lecture: Introduction to Big Data at Indian Institute of Technology
Guest Lecture: Introduction to Big Data at Indian Institute of TechnologyGuest Lecture: Introduction to Big Data at Indian Institute of Technology
Guest Lecture: Introduction to Big Data at Indian Institute of Technology
 
Bigdata analytics
Bigdata analyticsBigdata analytics
Bigdata analytics
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big Data
 
The Future Of Big Data
The Future Of Big DataThe Future Of Big Data
The Future Of Big Data
 
Big Data Analysis Patterns - TriHUG 6/27/2013
Big Data Analysis Patterns - TriHUG 6/27/2013Big Data Analysis Patterns - TriHUG 6/27/2013
Big Data Analysis Patterns - TriHUG 6/27/2013
 
Big data peresintaion
Big data peresintaion Big data peresintaion
Big data peresintaion
 
Mining Big Data in Real Time
Mining Big Data in Real TimeMining Big Data in Real Time
Mining Big Data in Real Time
 
Big data competitive landscape overview
Big data competitive landscape overviewBig data competitive landscape overview
Big data competitive landscape overview
 
02 a holistic approach to big data
02 a holistic approach to big data02 a holistic approach to big data
02 a holistic approach to big data
 
Fundamentals of Big Data
Fundamentals of Big DataFundamentals of Big Data
Fundamentals of Big Data
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big Data
 
Gail Zhou on "Big Data Technology, Strategy, and Applications"
Gail Zhou on "Big Data Technology, Strategy, and Applications"Gail Zhou on "Big Data Technology, Strategy, and Applications"
Gail Zhou on "Big Data Technology, Strategy, and Applications"
 
Big Data - Applications and Technologies Overview
Big Data - Applications and Technologies OverviewBig Data - Applications and Technologies Overview
Big Data - Applications and Technologies Overview
 
Connecting and Exploiting Big Data
Connecting and Exploiting Big DataConnecting and Exploiting Big Data
Connecting and Exploiting Big Data
 
Big data analytics with Apache Hadoop
Big data analytics with Apache  HadoopBig data analytics with Apache  Hadoop
Big data analytics with Apache Hadoop
 
10 Most Effective Big Data Technologies
10 Most Effective Big Data Technologies10 Most Effective Big Data Technologies
10 Most Effective Big Data Technologies
 
Data lake ppt
Data lake pptData lake ppt
Data lake ppt
 

En vedette

IT Technology Trends 2014
IT Technology Trends 2014IT Technology Trends 2014
IT Technology Trends 2014IMC Institute
 
Hadoop Hand-on Lab: Installing Hadoop 2
Hadoop Hand-on Lab: Installing Hadoop 2Hadoop Hand-on Lab: Installing Hadoop 2
Hadoop Hand-on Lab: Installing Hadoop 2IMC Institute
 
Apache Spark in Action
Apache Spark in ActionApache Spark in Action
Apache Spark in ActionIMC Institute
 
Install Apache Hadoop for Development/Production
Install Apache Hadoop for  Development/ProductionInstall Apache Hadoop for  Development/Production
Install Apache Hadoop for Development/ProductionIMC Institute
 
บทความ Big Data School ใน IMC e-Magazine
บทความ Big Data School ใน IMC e-Magazineบทความ Big Data School ใน IMC e-Magazine
บทความ Big Data School ใน IMC e-MagazineIMC Institute
 
Big data processing using Hadoop with Cloudera Quickstart
Big data processing using Hadoop with Cloudera QuickstartBig data processing using Hadoop with Cloudera Quickstart
Big data processing using Hadoop with Cloudera QuickstartIMC Institute
 
Thailand Hadoop Big Data Challenge #1
Thailand Hadoop Big Data Challenge #1Thailand Hadoop Big Data Challenge #1
Thailand Hadoop Big Data Challenge #1IMC Institute
 
Big Data on Public Cloud Using Cloudera on GoGrid & Amazon EMR
Big Data on Public Cloud Using Cloudera on GoGrid & Amazon EMRBig Data on Public Cloud Using Cloudera on GoGrid & Amazon EMR
Big Data on Public Cloud Using Cloudera on GoGrid & Amazon EMRIMC Institute
 
Hadoop Workshop on EC2 : March 2015
Hadoop Workshop on EC2 : March 2015Hadoop Workshop on EC2 : March 2015
Hadoop Workshop on EC2 : March 2015IMC Institute
 
Cloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัล
Cloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัลCloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัล
Cloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัลIMC Institute
 
การบริหารจัดการระบบ Cloud Computing สำหรับองค์กรธุรกิจ SME
การบริหารจัดการระบบ  Cloud Computing  สำหรับองค์กรธุรกิจ SMEการบริหารจัดการระบบ  Cloud Computing  สำหรับองค์กรธุรกิจ SME
การบริหารจัดการระบบ Cloud Computing สำหรับองค์กรธุรกิจ SMEIMC Institute
 
Mahout Workshop on Google Cloud Platform
Mahout Workshop on Google Cloud PlatformMahout Workshop on Google Cloud Platform
Mahout Workshop on Google Cloud PlatformIMC Institute
 
Big Data Analytics Using Hadoop Cluster On Amazon EMR
Big Data Analytics Using Hadoop Cluster  On Amazon EMRBig Data Analytics Using Hadoop Cluster  On Amazon EMR
Big Data Analytics Using Hadoop Cluster On Amazon EMRIMC Institute
 
Big Data Analytics using Mahout
Big Data Analytics using MahoutBig Data Analytics using Mahout
Big Data Analytics using MahoutIMC Institute
 
Introduction to Data Mining, Business Intelligence and Data Science
Introduction to Data Mining, Business Intelligence and Data ScienceIntroduction to Data Mining, Business Intelligence and Data Science
Introduction to Data Mining, Business Intelligence and Data ScienceIMC Institute
 
Thailand ICT Review 2014
Thailand ICT Review 2014Thailand ICT Review 2014
Thailand ICT Review 2014IMC Institute
 

En vedette (20)

IT Technology Trends 2014
IT Technology Trends 2014IT Technology Trends 2014
IT Technology Trends 2014
 
Hadoop Hand-on Lab: Installing Hadoop 2
Hadoop Hand-on Lab: Installing Hadoop 2Hadoop Hand-on Lab: Installing Hadoop 2
Hadoop Hand-on Lab: Installing Hadoop 2
 
Apache Spark in Action
Apache Spark in ActionApache Spark in Action
Apache Spark in Action
 
Install Apache Hadoop for Development/Production
Install Apache Hadoop for  Development/ProductionInstall Apache Hadoop for  Development/Production
Install Apache Hadoop for Development/Production
 
บทความ Big Data School ใน IMC e-Magazine
บทความ Big Data School ใน IMC e-Magazineบทความ Big Data School ใน IMC e-Magazine
บทความ Big Data School ใน IMC e-Magazine
 
Big data processing using Hadoop with Cloudera Quickstart
Big data processing using Hadoop with Cloudera QuickstartBig data processing using Hadoop with Cloudera Quickstart
Big data processing using Hadoop with Cloudera Quickstart
 
HPC Cluster & Cloud Computing
HPC Cluster & Cloud ComputingHPC Cluster & Cloud Computing
HPC Cluster & Cloud Computing
 
Thailand Hadoop Big Data Challenge #1
Thailand Hadoop Big Data Challenge #1Thailand Hadoop Big Data Challenge #1
Thailand Hadoop Big Data Challenge #1
 
Big Data on Public Cloud Using Cloudera on GoGrid & Amazon EMR
Big Data on Public Cloud Using Cloudera on GoGrid & Amazon EMRBig Data on Public Cloud Using Cloudera on GoGrid & Amazon EMR
Big Data on Public Cloud Using Cloudera on GoGrid & Amazon EMR
 
Hadoop Workshop on EC2 : March 2015
Hadoop Workshop on EC2 : March 2015Hadoop Workshop on EC2 : March 2015
Hadoop Workshop on EC2 : March 2015
 
Big Data
Big DataBig Data
Big Data
 
Cloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัล
Cloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัลCloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัล
Cloud Computing สำหรับ ผู้บริหารเพื่อรองรับเศรษฐกิจดิจิทัล
 
การบริหารจัดการระบบ Cloud Computing สำหรับองค์กรธุรกิจ SME
การบริหารจัดการระบบ  Cloud Computing  สำหรับองค์กรธุรกิจ SMEการบริหารจัดการระบบ  Cloud Computing  สำหรับองค์กรธุรกิจ SME
การบริหารจัดการระบบ Cloud Computing สำหรับองค์กรธุรกิจ SME
 
Mahout Workshop on Google Cloud Platform
Mahout Workshop on Google Cloud PlatformMahout Workshop on Google Cloud Platform
Mahout Workshop on Google Cloud Platform
 
Big Data Analytics Using Hadoop Cluster On Amazon EMR
Big Data Analytics Using Hadoop Cluster  On Amazon EMRBig Data Analytics Using Hadoop Cluster  On Amazon EMR
Big Data Analytics Using Hadoop Cluster On Amazon EMR
 
Big Data Analytics
Big Data AnalyticsBig Data Analytics
Big Data Analytics
 
Big Data Analytics using Mahout
Big Data Analytics using MahoutBig Data Analytics using Mahout
Big Data Analytics using Mahout
 
Introduction to Data Mining, Business Intelligence and Data Science
Introduction to Data Mining, Business Intelligence and Data ScienceIntroduction to Data Mining, Business Intelligence and Data Science
Introduction to Data Mining, Business Intelligence and Data Science
 
ITSS Overview
ITSS OverviewITSS Overview
ITSS Overview
 
Thailand ICT Review 2014
Thailand ICT Review 2014Thailand ICT Review 2014
Thailand ICT Review 2014
 

Similaire à Big Data on Public Cloud

SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)
SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)
SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)Sascha Dittmann
 
Get Started Quickly with IBM's Hadoop as a Service
Get Started Quickly with IBM's Hadoop as a ServiceGet Started Quickly with IBM's Hadoop as a Service
Get Started Quickly with IBM's Hadoop as a ServiceIBM Cloud Data Services
 
Infochimps: Cloud for Big Data
Infochimps: Cloud for Big DataInfochimps: Cloud for Big Data
Infochimps: Cloud for Big Datainside-BigData.com
 
IBM Smarter Analytics
IBM Smarter AnalyticsIBM Smarter Analytics
IBM Smarter AnalyticsAdrian Turcu
 
Future of big data nick kabra speaker compendium march 2013
Future of big data nick kabra speaker compendium march 2013Future of big data nick kabra speaker compendium march 2013
Future of big data nick kabra speaker compendium march 2013nkabra
 
Big Data Companies and Apache Software
Big Data Companies and Apache SoftwareBig Data Companies and Apache Software
Big Data Companies and Apache SoftwareBob Marcus
 
Sycamore Quantum Computer 2019 developed.pptx
Sycamore Quantum Computer 2019 developed.pptxSycamore Quantum Computer 2019 developed.pptx
Sycamore Quantum Computer 2019 developed.pptxshujee381
 
Cloud Computing & Big Data
Cloud Computing & Big DataCloud Computing & Big Data
Cloud Computing & Big DataMrinal Kumar
 
BIG Data & Hadoop Applications in Social Media
BIG Data & Hadoop Applications in Social MediaBIG Data & Hadoop Applications in Social Media
BIG Data & Hadoop Applications in Social MediaSkillspeed
 
SendGrid Improves Email Delivery with Hybrid Data Warehousing
SendGrid Improves Email Delivery with Hybrid Data WarehousingSendGrid Improves Email Delivery with Hybrid Data Warehousing
SendGrid Improves Email Delivery with Hybrid Data WarehousingAmazon Web Services
 
How Big Data ,Cloud Computing ,Data Science can help business
How Big Data ,Cloud Computing ,Data Science can help businessHow Big Data ,Cloud Computing ,Data Science can help business
How Big Data ,Cloud Computing ,Data Science can help businessAjay Ohri
 
Hadoop Reporting and Analysis - Jaspersoft
Hadoop Reporting and Analysis - JaspersoftHadoop Reporting and Analysis - Jaspersoft
Hadoop Reporting and Analysis - JaspersoftHortonworks
 
Cloud and Bid data Dr.VK.pdf
Cloud and Bid data Dr.VK.pdfCloud and Bid data Dr.VK.pdf
Cloud and Bid data Dr.VK.pdfkalai75
 
1st Birmingham Big Data Science Group meetup
1st Birmingham Big Data Science Group meetup 1st Birmingham Big Data Science Group meetup
1st Birmingham Big Data Science Group meetup Faizan Javed
 

Similaire à Big Data on Public Cloud (20)

SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)
SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)
SQLSaturday #230 - Introduction to Microsoft Big Data (Part 1)
 
Get Started Quickly with IBM's Hadoop as a Service
Get Started Quickly with IBM's Hadoop as a ServiceGet Started Quickly with IBM's Hadoop as a Service
Get Started Quickly with IBM's Hadoop as a Service
 
Infochimps: Cloud for Big Data
Infochimps: Cloud for Big DataInfochimps: Cloud for Big Data
Infochimps: Cloud for Big Data
 
IBM Smarter Analytics
IBM Smarter AnalyticsIBM Smarter Analytics
IBM Smarter Analytics
 
Future of big data nick kabra speaker compendium march 2013
Future of big data nick kabra speaker compendium march 2013Future of big data nick kabra speaker compendium march 2013
Future of big data nick kabra speaker compendium march 2013
 
Big Data Companies and Apache Software
Big Data Companies and Apache SoftwareBig Data Companies and Apache Software
Big Data Companies and Apache Software
 
Hadoop in the Cloud
Hadoop in the CloudHadoop in the Cloud
Hadoop in the Cloud
 
Sycamore Quantum Computer 2019 developed.pptx
Sycamore Quantum Computer 2019 developed.pptxSycamore Quantum Computer 2019 developed.pptx
Sycamore Quantum Computer 2019 developed.pptx
 
Cloud Computing & Big Data
Cloud Computing & Big DataCloud Computing & Big Data
Cloud Computing & Big Data
 
BIG Data & Hadoop Applications in Social Media
BIG Data & Hadoop Applications in Social MediaBIG Data & Hadoop Applications in Social Media
BIG Data & Hadoop Applications in Social Media
 
Hadoop
HadoopHadoop
Hadoop
 
SendGrid Improves Email Delivery with Hybrid Data Warehousing
SendGrid Improves Email Delivery with Hybrid Data WarehousingSendGrid Improves Email Delivery with Hybrid Data Warehousing
SendGrid Improves Email Delivery with Hybrid Data Warehousing
 
Computer project
Computer projectComputer project
Computer project
 
How Big Data ,Cloud Computing ,Data Science can help business
How Big Data ,Cloud Computing ,Data Science can help businessHow Big Data ,Cloud Computing ,Data Science can help business
How Big Data ,Cloud Computing ,Data Science can help business
 
Big Data Analytics
Big Data AnalyticsBig Data Analytics
Big Data Analytics
 
Hadoop Overview
Hadoop OverviewHadoop Overview
Hadoop Overview
 
Hadoop Reporting and Analysis - Jaspersoft
Hadoop Reporting and Analysis - JaspersoftHadoop Reporting and Analysis - Jaspersoft
Hadoop Reporting and Analysis - Jaspersoft
 
Cloud and Bid data Dr.VK.pdf
Cloud and Bid data Dr.VK.pdfCloud and Bid data Dr.VK.pdf
Cloud and Bid data Dr.VK.pdf
 
Big Data
Big DataBig Data
Big Data
 
1st Birmingham Big Data Science Group meetup
1st Birmingham Big Data Science Group meetup 1st Birmingham Big Data Science Group meetup
1st Birmingham Big Data Science Group meetup
 

Plus de IMC Institute

นิตยสาร Digital Trends ฉบับที่ 14
นิตยสาร Digital Trends ฉบับที่ 14นิตยสาร Digital Trends ฉบับที่ 14
นิตยสาร Digital Trends ฉบับที่ 14IMC Institute
 
Digital trends Vol 4 No. 13 Sep-Dec 2019
Digital trends Vol 4 No. 13  Sep-Dec 2019Digital trends Vol 4 No. 13  Sep-Dec 2019
Digital trends Vol 4 No. 13 Sep-Dec 2019IMC Institute
 
บทความ The evolution of AI
บทความ The evolution of AIบทความ The evolution of AI
บทความ The evolution of AIIMC Institute
 
IT Trends eMagazine Vol 4. No.12
IT Trends eMagazine  Vol 4. No.12IT Trends eMagazine  Vol 4. No.12
IT Trends eMagazine Vol 4. No.12IMC Institute
 
เพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformation
เพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformationเพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformation
เพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital TransformationIMC Institute
 
IT Trends 2019: Putting Digital Transformation to Work
IT Trends 2019: Putting Digital Transformation to WorkIT Trends 2019: Putting Digital Transformation to Work
IT Trends 2019: Putting Digital Transformation to WorkIMC Institute
 
มูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรม
มูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรมมูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรม
มูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรมIMC Institute
 
IT Trends eMagazine Vol 4. No.11
IT Trends eMagazine  Vol 4. No.11IT Trends eMagazine  Vol 4. No.11
IT Trends eMagazine Vol 4. No.11IMC Institute
 
แนวทางการทำ Digital transformation
แนวทางการทำ Digital transformationแนวทางการทำ Digital transformation
แนวทางการทำ Digital transformationIMC Institute
 
บทความ The New Silicon Valley
บทความ The New Silicon Valleyบทความ The New Silicon Valley
บทความ The New Silicon ValleyIMC Institute
 
นิตยสาร IT Trends ของ IMC Institute ฉบับที่ 10
นิตยสาร IT Trends ของ  IMC Institute  ฉบับที่ 10นิตยสาร IT Trends ของ  IMC Institute  ฉบับที่ 10
นิตยสาร IT Trends ของ IMC Institute ฉบับที่ 10IMC Institute
 
แนวทางการทำ Digital transformation
แนวทางการทำ Digital transformationแนวทางการทำ Digital transformation
แนวทางการทำ Digital transformationIMC Institute
 
The Power of Big Data for a new economy (Sample)
The Power of Big Data for a new economy (Sample)The Power of Big Data for a new economy (Sample)
The Power of Big Data for a new economy (Sample)IMC Institute
 
บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง
บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง
บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง IMC Institute
 
IT Trends eMagazine Vol 3. No.9
IT Trends eMagazine  Vol 3. No.9 IT Trends eMagazine  Vol 3. No.9
IT Trends eMagazine Vol 3. No.9 IMC Institute
 
Thailand software & software market survey 2016
Thailand software & software market survey 2016Thailand software & software market survey 2016
Thailand software & software market survey 2016IMC Institute
 
Developing Business Blockchain Applications on Hyperledger
Developing Business  Blockchain Applications on Hyperledger Developing Business  Blockchain Applications on Hyperledger
Developing Business Blockchain Applications on Hyperledger IMC Institute
 
Digital transformation @thanachart.org
Digital transformation @thanachart.orgDigital transformation @thanachart.org
Digital transformation @thanachart.orgIMC Institute
 
บทความ Big Data จากบล็อก thanachart.org
บทความ Big Data จากบล็อก thanachart.orgบทความ Big Data จากบล็อก thanachart.org
บทความ Big Data จากบล็อก thanachart.orgIMC Institute
 
กลยุทธ์ 5 ด้านกับการทำ Digital Transformation
กลยุทธ์ 5 ด้านกับการทำ Digital Transformationกลยุทธ์ 5 ด้านกับการทำ Digital Transformation
กลยุทธ์ 5 ด้านกับการทำ Digital TransformationIMC Institute
 

Plus de IMC Institute (20)

นิตยสาร Digital Trends ฉบับที่ 14
นิตยสาร Digital Trends ฉบับที่ 14นิตยสาร Digital Trends ฉบับที่ 14
นิตยสาร Digital Trends ฉบับที่ 14
 
Digital trends Vol 4 No. 13 Sep-Dec 2019
Digital trends Vol 4 No. 13  Sep-Dec 2019Digital trends Vol 4 No. 13  Sep-Dec 2019
Digital trends Vol 4 No. 13 Sep-Dec 2019
 
บทความ The evolution of AI
บทความ The evolution of AIบทความ The evolution of AI
บทความ The evolution of AI
 
IT Trends eMagazine Vol 4. No.12
IT Trends eMagazine  Vol 4. No.12IT Trends eMagazine  Vol 4. No.12
IT Trends eMagazine Vol 4. No.12
 
เพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformation
เพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformationเพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformation
เพราะเหตุใด Digitization ไม่ตอบโจทย์ Digital Transformation
 
IT Trends 2019: Putting Digital Transformation to Work
IT Trends 2019: Putting Digital Transformation to WorkIT Trends 2019: Putting Digital Transformation to Work
IT Trends 2019: Putting Digital Transformation to Work
 
มูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรม
มูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรมมูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรม
มูลค่าตลาดดิจิทัลไทย 3 อุตสาหกรรม
 
IT Trends eMagazine Vol 4. No.11
IT Trends eMagazine  Vol 4. No.11IT Trends eMagazine  Vol 4. No.11
IT Trends eMagazine Vol 4. No.11
 
แนวทางการทำ Digital transformation
แนวทางการทำ Digital transformationแนวทางการทำ Digital transformation
แนวทางการทำ Digital transformation
 
บทความ The New Silicon Valley
บทความ The New Silicon Valleyบทความ The New Silicon Valley
บทความ The New Silicon Valley
 
นิตยสาร IT Trends ของ IMC Institute ฉบับที่ 10
นิตยสาร IT Trends ของ  IMC Institute  ฉบับที่ 10นิตยสาร IT Trends ของ  IMC Institute  ฉบับที่ 10
นิตยสาร IT Trends ของ IMC Institute ฉบับที่ 10
 
แนวทางการทำ Digital transformation
แนวทางการทำ Digital transformationแนวทางการทำ Digital transformation
แนวทางการทำ Digital transformation
 
The Power of Big Data for a new economy (Sample)
The Power of Big Data for a new economy (Sample)The Power of Big Data for a new economy (Sample)
The Power of Big Data for a new economy (Sample)
 
บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง
บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง
บทความ Robotics แนวโน้มใหม่สู่บริการเฉพาะทาง
 
IT Trends eMagazine Vol 3. No.9
IT Trends eMagazine  Vol 3. No.9 IT Trends eMagazine  Vol 3. No.9
IT Trends eMagazine Vol 3. No.9
 
Thailand software & software market survey 2016
Thailand software & software market survey 2016Thailand software & software market survey 2016
Thailand software & software market survey 2016
 
Developing Business Blockchain Applications on Hyperledger
Developing Business  Blockchain Applications on Hyperledger Developing Business  Blockchain Applications on Hyperledger
Developing Business Blockchain Applications on Hyperledger
 
Digital transformation @thanachart.org
Digital transformation @thanachart.orgDigital transformation @thanachart.org
Digital transformation @thanachart.org
 
บทความ Big Data จากบล็อก thanachart.org
บทความ Big Data จากบล็อก thanachart.orgบทความ Big Data จากบล็อก thanachart.org
บทความ Big Data จากบล็อก thanachart.org
 
กลยุทธ์ 5 ด้านกับการทำ Digital Transformation
กลยุทธ์ 5 ด้านกับการทำ Digital Transformationกลยุทธ์ 5 ด้านกับการทำ Digital Transformation
กลยุทธ์ 5 ด้านกับการทำ Digital Transformation
 

Dernier

[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
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
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2
 
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
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
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
 
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
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
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
 
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
 
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
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxRemote DBA Services
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 

Dernier (20)

[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
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
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
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
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
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
 
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...
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
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...
 
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
 
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
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptx
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 

Big Data on Public Cloud