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Big data using Public Cloud

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Big Data on Public Cloud
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Big data using Public Cloud

  1. 1. Big Data Using Public Cloud Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 18 August 2015
  2. 2. 2 Internet of ThingsCloud Computing Big Data
  3. 3. 3 Data created every minute Source: Trendwise Analytics
  4. 4. 4 Data! The New York Stock Exchange generate about 1TB of new trade data per day. A commercial aircraft generates 3GB of flight sensor data in 1 hour. Vodafone generates 3TB of Call Detail Record (CRDs) per day. Between 2009 and 2014, the total number of U.S. online banking households will increase from 54 million to 66 million.
  5. 5. 5 Big Data Source: http://www.datasciencecentral.com/
  6. 6. 6
  7. 7. 7 Sample Data v.s. Big Data Can you judge a persons life expectancy? Given: – DNA – Medical records – Food – Lifestyle (smoking, drinking, driving, exercise)
  8. 8. 8 IT Infrastructure Analytics Data Sources
  9. 9. 9 “Bัy 2015, 20% of Global 1000 organizations Will have established a strategic focus on information infrastructure ” Gartner
  10. 10. 10 Big Data Technology !!
  11. 11. 11 Big Data Landscape Source: Big Data in the Enterprise. When to Use What?
  12. 12. 12 A scalable fault-tolerant distributed system for data storage and processing Completely written in java Open source & distributed under Apache license What is Hadoop?
  13. 13. 13 Hadoop Environment Source: Hadoop in Practice; Alex Holmes
  14. 14. 14 Hadoop Distribution Microsoft Azure
  15. 15. 15 Big Data Future Architecture Sscial Media Images e-mails Crawlers ERP CRM LOB APPs Unstructured and Structured Data Data Warehouse / NewSQL 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)
  16. 16. 16 Issue with Big Data Infrastructure Large investment Scalabilty ROI Business Cases
  17. 17. 17 Big Data on Cloud Using IaaS to leverage Cloud Vms Using Big Data as a Services
  18. 18. 18 Big Data using IaaS
  19. 19. 19
  20. 20. 20
  21. 21. 21 Source: http://www.datadansandler.com/
  22. 22. 22 Big Data Services on Cloud Amazon Elastic Mapreduce Microsoft Azure Hadoop
  23. 23. 23 Big Data as a Service
  24. 24. 24 Database as a Service Amazon RDS IBM SQL Database for Bluemix Microsoft SQL Database Google CloudSQL
  25. 25. 25 NoSQL as a Service Amazon DynomoDB Google Cloud DataStore Microsoft Azure DocumentDB Cloudant on IBM Bluemix. Mongo DB on Heroku
  26. 26. 26 Amazon DynomoDB
  27. 27. 27 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
  28. 28. 28
  29. 29. 29
  30. 30. 30 Big Data on Amazon EMR
  31. 31. 31 Amazon EMR
  32. 32. 32
  33. 33. 33
  34. 34. 34 Hadoop on Google
  35. 35. 35
  36. 36. 36 Analytic as a Service Google Big Query Amazon Machine Learning Azure Machine Learning BIME: BI as a Service IBM Watson Analytic
  37. 37. 37
  38. 38. 38
  39. 39. 39 Google BigQuery
  40. 40. 40 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
  41. 41. 41 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
  42. 42. 42 www.facebook.com/imcinstitute
  43. 43. 43 Thank you thanachart@imcinstitute.com www.facebook.com/imcinstitute www.slideshare.net/imcinstitute www.thanachart.org

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