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Scale the Google Way

Avatar for Terrence Ryan Terrence Ryan
July 30, 2015
Technology
1
93

Scale the Google Way

A discussion of issues with Google scaling technologies

Avatar for Terrence Ryan

Terrence Ryan

July 30, 2015
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Transcript

  1. @tpryan Scale the Google Way Terry Ryan Developer Advocate

  2. @tpryan Who are you?

  3. None
  4. None
  5. None
  6. None
  7. None
  8. None
  9. None

  10. @tpryan First Cluster History

  11. @tpryan First Cluster •Every machine had a role History

  12. @tpryan First Cluster •Every machine had a role •Every machine

    had a name History

  13. @tpryan First Rack History

  14. @tpryan First Rack •Machines belong to groups History

  15. @tpryan First Rack •Machines belong to groups •Slack capacity goes

    to waste History

  16. November 1998 December 1998 January 1999 February 1999 March 1999

    April 1999

  17. November 1998 December 1998 January 1999 February 1999 March 1999

    April 1999 December 1998 50,000

  18. November 1998 December 1998 January 1999 February 1999 March 1999

    April 1999 December 1998 50,000 January 1999 150,000

  19. November 1998 December 1998 January 1999 February 1999 March 1999

    April 1999 December 1998 50,000 January 1999 150,000 April 1999 500,000

  20. @tpryan Today’s Numbers History

  21. @tpryan Today’s Numbers •Over 3 Billion searches a day History

  22. @tpryan Today’s Numbers •Over 3 Billion searches a day •On

    a universe of over 60 Trillion urls. History

  23. @tpryan Today’s Numbers •Over 3 Billion searches a day •On

    a universe of over 60 Trillion urls. •We index over 20 billion a day History

  24. @tpryan Today’s Numbers •Over 3 Billion searches a day •On

    a universe of over 60 Trillion urls. •We index over 20 billion a day •Average time to deliver under 250ms History

  25. @tpryan Handling this growth took fundamental changes

  26. Networking

  27. 70 POP’s 33 Countries B4 WAN

  28. Jupiter Superblock

  29. Jupiter Superblock • 1 Petabit/sec

  30. Jupiter Superblock • 1 Petabit/sec • 100,000 Servers at 10GB/s

  31. Jupiter Superblock • 1 Petabit/sec • 100,000 Servers at 10GB/s

    • 10 Libraries of Congress a second

  32. Storage

  33. Colossus Datacenter wide storage

  34. Processing

  35. Productionized Containers

  36. Productionized Containers • Developed as only practical way to manage

    Google-scale compute

  37. Productionized Containers • Developed as only practical way to manage

    Google-scale compute • Everything at Google runs in a container

  38. Productionized Containers • Developed as only practical way to manage

    Google-scale compute • Everything at Google runs in a container • We launch over 2 Billion containers per week.

  39. @tpryan What does this mean for you?

  40. @tpryan

  41. @tpryan Big Table

  42. @tpryan Big Table

  43. @tpryan Big Table MapReduce

  44. @tpryan Big Table MapReduce

  45. @tpryan Big Table Dremel MapReduce

  46. @tpryan Big Table Dremel MapReduce

  47. @tpryan Big Table Borg Dremel MapReduce

  48. @tpryan Big Table Borg Dremel MapReduce

  49. @tpryan

  50. @tpryan Google Cloud Platform

  51. @tpryan Google Cloud Platform Compute

  52. @tpryan Google Cloud Platform Compute Storage

  53. @tpryan Google Cloud Platform Compute Connectivity Storage

  54. @tpryan Google Cloud Platform Compute Connectivity Big Data Storage

  55. @tpryan Google Cloud Platform Compute Connectivity Developer Tools Mobile Big

    Data Storage Management

  56. @tpryan Conclusions

  57. None
  58. None

  59. Your App Here

  60. @tpryan Thank You! terrenceryan.com @tpryan This preso: http://bit.ly/tpryan-scale This work

    is licensed under a Creative Commons Attribution 2.0 Generic License.