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TiE SV Big Data Panel
               Oct 13, 2011
What did Google do?




        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                                Store files


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                          Process
                           data

        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                              Ingest data


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                              Store records & tables


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                               High level domain specific
                               language

        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                               Chain together complex workloads


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                               Schedule them


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                               Columnar format + metadata


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                               End user queries


        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
What did Google do?

                               Coordinate within
                               system

        Dremel
    Evenflow                       Evenflow                                   Dremel

    MySQL                         Sawzall
                                                                              Bigtable
    Gateway         MapReduce / GFS

                                   Chubby




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
The pattern repeated



          HiPal
     Databee                            Databee                                  Hive
                                          Hive
                                                                                 HBase
     Scribe

                                  Zookeeper




                   ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
                  Reproduction or redistribution without written permission is
                                          prohibited.
The pattern repeated




      Oozie                            Oozie                                  Hive
                              Pig & Hive
      Data                                                                    HBase
     Highway
                               Zookeeper




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
The pattern repeated




     Azkaban                       Azkaban

     Sqoop                              Pig
                                                                              Voldemort
     Kafka

                               Zookeeper




                ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
               Reproduction or redistribution without written permission is
                                       prohibited.
The pattern repeated



    Cloudera’s Distribution Including Apache Hadoop
               Hue                                                                  Hue
       Oozie                                 Oozie                                        Hive

      Sqoop                           Hive / Pig
                                                                                          HBase
      Flume

                                     Zookeeper




                      ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
                     Reproduction or redistribution without written permission is
                                             prohibited.
Project summary
Topic                                                    Project(s)
File storage                                             HDFS
Record storage                                           Hbase, Hypertabe, Accumulo
Metadata storage                                         Hive, Hcatalog
Batch data processing                                    MapReduce
Streaming data processing                                S4, Storm
Graph processing                                         Giraph, X-Rime
Query language                                           Hive
Dataflow language                                        Pig
Database integration                                     Sqoop
Event data collection                                    Flume, Scribe
Test & assembly                                          Bigtop
Distributed lock                                         Zookeeper
Web access                                               Hue
Workflow                                                 Oozie, Azkaban
File format                                              Avro, RCFile, Protocol Buffers, Sequence File
                             ©2011 Cloudera, Inc. All Rights Reserved. Confidential.
                            Reproduction or redistribution without written permission is
                                                    prohibited.
POSSIBLE
  with
BIG DATA
 anything
         is
Celebrate Next
  Saturday

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TiE Big Data panel

  • 1. TiE SV Big Data Panel Oct 13, 2011
  • 2.
  • 3. What did Google do? Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 4. What did Google do? Store files Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 5. What did Google do? Process data Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 6. What did Google do? Ingest data Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 7. What did Google do? Store records & tables Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 8. What did Google do? High level domain specific language Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 9. What did Google do? Chain together complex workloads Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 10. What did Google do? Schedule them Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 11. What did Google do? Columnar format + metadata Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 12. What did Google do? End user queries Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 13. What did Google do? Coordinate within system Dremel Evenflow Evenflow Dremel MySQL Sawzall Bigtable Gateway MapReduce / GFS Chubby ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 14. The pattern repeated HiPal Databee Databee Hive Hive HBase Scribe Zookeeper ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 15. The pattern repeated Oozie Oozie Hive Pig & Hive Data HBase Highway Zookeeper ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 16. The pattern repeated Azkaban Azkaban Sqoop Pig Voldemort Kafka Zookeeper ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 17. The pattern repeated Cloudera’s Distribution Including Apache Hadoop Hue Hue Oozie Oozie Hive Sqoop Hive / Pig HBase Flume Zookeeper ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 18. Project summary Topic Project(s) File storage HDFS Record storage Hbase, Hypertabe, Accumulo Metadata storage Hive, Hcatalog Batch data processing MapReduce Streaming data processing S4, Storm Graph processing Giraph, X-Rime Query language Hive Dataflow language Pig Database integration Sqoop Event data collection Flume, Scribe Test & assembly Bigtop Distributed lock Zookeeper Web access Hue Workflow Oozie, Azkaban File format Avro, RCFile, Protocol Buffers, Sequence File ©2011 Cloudera, Inc. All Rights Reserved. Confidential. Reproduction or redistribution without written permission is prohibited.
  • 19.
  • 20.
  • 21. POSSIBLE with BIG DATA anything is
  • 22.
  • 23. Celebrate Next Saturday