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Amazon S3   Amazon
                        RDS

 Amazon                           Amazon
DynamoDB                          Redshift


         HDFS
                          On
      (Amazon EMR)
                        Premise
Amazon DynamoDB   Amazon S3
Amazon S3   Amazon
                        RDS

 Amazon                           Amazon
DynamoDB                          Redshift


         HDFS
                          On
      (Amazon EMR)
                        Premise
Amazon S3   Amazon
                        RDS

 Amazon                           Amazon
DynamoDB                          Redshift


         HDFS
                          On
      (Amazon EMR)
                        Premise
Amazon S3   Amazon
                        RDS

 Amazon                           Amazon
DynamoDB                          Redshift


         HDFS
                          On
      (Amazon EMR)
                        Premise
Amazon S3   Amazon
                        RDS

 Amazon                           Amazon
DynamoDB                          Redshift


         HDFS
                          On
      (Amazon EMR)
                        Premise
Amazon S3   Amazon
                        RDS

 Amazon                           Amazon
DynamoDB                          Redshift


         HDFS
                          On
      (Amazon EMR)
                        Premise
Input Datanode



Activity



[Output Datanode]
Input Datanode with precondition check



Activity with failure & delay notifications



Ouput Datanode
Data                       Data


Data Stores                                     Data Stores
                     Compute Resources
Start



        Interval




[End]
Noon Today



     1 hour
12-1pm    X
1-2pm
2-3pm

         …..
12-1pm         X
1-2pm
2-3pm
                   X   1 day
         …..
Monthly
                  Daily

Hourly

                          Quarterly
                                                Yearly

         Weekly
S3 logs (hourly)      Geolocation data



   Per-geography
usage computation
          (hourly)

           Redshift
            results
S3 logs (hourly)         Geolocation data
Precondition: files exist      Precondition: ./geo_available

           Per-geography
        usage computation
                  (hourly)

                    Redshift
                     results
Dynamo             RDS
event data          demographics

    Hive-based
analysis (hourly)


        Redshift
         results
Hourly click updates                  Hourly event analysis



                       Daily reporting SQL
Custom                             Amazon RDS
 Amazon S3                                     Amazon       demographics
   logs                Precondition           DynamoDB
                                              event data
                                                              Hive
                                                              script
EMR usage-by-geo job

                                                           Amazon
                                                           Redshift
                                                           DW table
    Amazon Redshift               Amazon EC2
      DW table                  report generation
Custom                             Amazon RDS
 Amazon S3                                     Amazon       demographics
   logs                Precondition           DynamoDB
                                              event data
                                                             Hive
                                                             script
EMR usage-by-geo job

                                                           Amazon
                                                           Redshift
                                                           DW table
    Amazon Redshift               Amazon EC2
      DW table                  report generation
We Manage                 You Manage



                           EMR Clusters      EC2
                  EC2
                                          Instances
               Instances


EMR Clusters
                              On Premise Resources
{
  "objects" : [
     {
       "name" : “My Copy”,
       "type" : “Copy Action”,
       “input”: {“ref” : “My RDS Data”},
       “output”: {“ref” : “My S3 Data”},
       ”runsOn” : {“ref”: “My Instance”},
       "schedule" : { "ref" : “My Schedule" } },
     {
       "name" : ”My Instance”,
       "type" : ”EC2Instance”,
       "instanceType" : "m1.small”,
       "schedule" : { "ref” : “My Schedule" } },
…..
}
On AWS       On Premise
High          $1/month     $2.50/month
Frequency
Low Frequency $.60/month   $1.50/month
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 hear your feedback on this
presentation and on re:Invent.

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BDT201 AWS Data Pipeline - AWS re: Invent 2012

  • 1.
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Amazon S3 Amazon RDS Amazon Amazon DynamoDB Redshift HDFS On (Amazon EMR) Premise
  • 7. Amazon DynamoDB Amazon S3
  • 8.
  • 9. Amazon S3 Amazon RDS Amazon Amazon DynamoDB Redshift HDFS On (Amazon EMR) Premise
  • 10. Amazon S3 Amazon RDS Amazon Amazon DynamoDB Redshift HDFS On (Amazon EMR) Premise
  • 11. Amazon S3 Amazon RDS Amazon Amazon DynamoDB Redshift HDFS On (Amazon EMR) Premise
  • 12. Amazon S3 Amazon RDS Amazon Amazon DynamoDB Redshift HDFS On (Amazon EMR) Premise
  • 13. Amazon S3 Amazon RDS Amazon Amazon DynamoDB Redshift HDFS On (Amazon EMR) Premise
  • 14.
  • 15.
  • 17. Input Datanode with precondition check Activity with failure & delay notifications Ouput Datanode
  • 18.
  • 19.
  • 20. Data Data Data Stores Data Stores Compute Resources
  • 21.
  • 22. Start Interval [End]
  • 23. Noon Today 1 hour
  • 24. 12-1pm X 1-2pm 2-3pm …..
  • 25. 12-1pm X 1-2pm 2-3pm X 1 day …..
  • 26. Monthly Daily Hourly Quarterly Yearly Weekly
  • 27.
  • 28.
  • 29. S3 logs (hourly) Geolocation data Per-geography usage computation (hourly) Redshift results
  • 30. S3 logs (hourly) Geolocation data Precondition: files exist Precondition: ./geo_available Per-geography usage computation (hourly) Redshift results
  • 31.
  • 32. Dynamo RDS event data demographics Hive-based analysis (hourly) Redshift results
  • 33.
  • 34. Hourly click updates Hourly event analysis Daily reporting SQL
  • 35.
  • 36. Custom Amazon RDS Amazon S3 Amazon demographics logs Precondition DynamoDB event data Hive script EMR usage-by-geo job Amazon Redshift DW table Amazon Redshift Amazon EC2 DW table report generation
  • 37. Custom Amazon RDS Amazon S3 Amazon demographics logs Precondition DynamoDB event data Hive script EMR usage-by-geo job Amazon Redshift DW table Amazon Redshift Amazon EC2 DW table report generation
  • 38.
  • 39. We Manage You Manage EMR Clusters EC2 EC2 Instances Instances EMR Clusters On Premise Resources
  • 40.
  • 41.
  • 42.
  • 43.
  • 44.
  • 45. { "objects" : [ { "name" : “My Copy”, "type" : “Copy Action”, “input”: {“ref” : “My RDS Data”}, “output”: {“ref” : “My S3 Data”}, ”runsOn” : {“ref”: “My Instance”}, "schedule" : { "ref" : “My Schedule" } }, { "name" : ”My Instance”, "type" : ”EC2Instance”, "instanceType" : "m1.small”, "schedule" : { "ref” : “My Schedule" } }, ….. }
  • 46.
  • 47. On AWS On Premise High $1/month $2.50/month Frequency Low Frequency $.60/month $1.50/month
  • 48.
  • 49.
  • 50. We are sincerely eager to hear your feedback on this presentation and on re:Invent. Please fill out an evaluation form when you have a chance.