HUG Meeting 30/09/2015 Tez

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  1. 1. 1 Hadoop user group Italy Alberto Ghedin
  2. 2. 2 European Hadoop Summit Aprile 2014
  3. 3. 3 European Hadoop Summit Aprile 2014 https://www.youtube.com/watch?v=Fz-GnjOZAmQ
  4. 4. 4 European Hadoop Summit Aprile 2014 https://www.youtube.com/watch?v=Fz-GnjOZAmQ
  5. 5. 5 European Hadoop Summit Aprile 2014 https://www.youtube.com/watch?v=Fz-GnjOZAmQ
  6. 6. 6 European Hadoop Summit Aprile 2014 https://www.youtube.com/watch?v=Fz-GnjOZAmQ
  7. 7. 7 European Hadoop Summit Aprile 2014 https://www.youtube.com/watch?v=Fz-GnjOZAmQ
  8. 8. 8 Hadoop Summit Putting wings on the elephant
  9. 9. 9 Hadoop Summit Putting wings on the elephant
  10. 10. 10 Hadoop Summit - Impala Massive parallel processing SQL query engine Utilizza i suoi demoni nel cluster Non usa map reduce Non materiallizza processi intermedi Usa il pi possibile istruzioni macchina Usa la memoria per salvare i dati intermedi Non ha lupdate
  11. 11. 11 Hadoop Summit - Tez
  12. 12. 12 Hadoop Summit Perch Tez? MR Uso intensivo di file temporanei e scritture in HDFS API espressive Non necessario persistere passi intermedi
  13. 13. 13 Hadoop Summit Tez API Esecuzione Logica + risorse Trasferimento Dati DAG Nodo Arco Deve essere aciclico per meccanismo di fault tollerance
  14. 14. 14 Hadoop Summit Tez API Nodi
  15. 15. 15 Hadoop Summit Tez API Archi Data-movement: One to One Broadcast Scatter Gather Scheduling Sequenziale Concorrente Data source property Peristed Peristed reliable Ephimeral
  16. 16. 16 Hadoop Summit Esempi MR Data-movementment: Scatter Gather Scheduling Sequenziale Data source property Peristed Streaming Scheduling Concurrent Data source property Ephimeral
  17. 17. 17 Hadoop Summit Hive on Tez
  18. 18. 18 Hadoop Summit Hive on Tez
  19. 19. 19 Hadoop Summit Hive on Tez MR TEZ
  20. 20. 20 Hadoop Summit Hive on Tez
  21. 21. 21 Hadoop Summit Hive on Tez
  22. 22. 22 Hadoop Summit Pig on Tez
  23. 23. 23 Hadoop Summit Pig on Spark + = Spork
  24. 24. 24 Greetings Q&A @AlbertoGhedo [email protected]