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2018 re invent lee

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Temperature probes monitoring crops? Micro drones monitoring wind speed in the atmosphere? You don’t have to turn to these novel uses to see edge computing in action, look no further than the Point of Sale device at your local grocery store or the app on your mobile phone that is letting you order a cup of coffee.

Edge computing is all about taking the specific timing-sensitive parts of your application and moving them closer to where they are needed…whether that need is an end user or a source of interesting data, it’s all the same thing.

What really is the edge and how do we deal with it? How do we decide what computing should occur at the edge and what computing should occur in the cloud? How do you verify that your application is doing what it is expected to do? How do you know if you are meeting your performance expectations in the edge? How do you keep visibility in your entire application, whether it’s in the cloud or at the edge?

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2018 re invent lee

  1. 1. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Don’t fall off the edge Cloud computing in an edgy world Lee Atchison Senior Director Cloud Architecture New Relic A N T 2 1 7 - S
  2. 2. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  3. 3. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Edge © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  4. 4. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Edge © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  5. 5. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Edge © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  6. 6. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Milk is running low! Order more? 12:46 The Edge © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  7. 7. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Edge © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  8. 8. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Edge of edge computing These are all novel uses But what exactly is edge computing?
  9. 9. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge computing is:
  10. 10. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Edge is: … putting computation where it belongs. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  11. 11. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drought conditions 0 1 1 0 0 1 1 0 0 1 0 0 1 1 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 1 1 1 0 0 1 1 0 0 1 0 0 1 1 1 0 1 1 1 0 0 1 1 1 0 0 0 1 1 0 1 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 0 1 1 1 0 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 0 1 0 0 0 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0 1 1 1 0 0 1 1 0 1 1 1 1 1 0 1 0 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 1 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 1 0 1 1 0 1 1 1 1 0 1 0 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 0 © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  12. 12. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Autonomous drone 1 1 0 1 0 1 0 1 0 0 1 0 0 1 0 0 1 1 1 1 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 1 1 0 0 1 1 1 0 1 1 1 0 0 1 0 0 1 0 0 1 1 1 0 0 0 1 1 1 0 0 1 1 1 0 0 0 1 1 0 1 0 0 1 1 0 1 1 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 0 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 1 0 0 1 0 0 1 1 1 0 0 0 1 1 0 0 1 1 0 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 0 1 0 0 1 0 1 1 0 0 0 1 0 0 0 1 1 0 0 1 1 1 0 0 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  13. 13. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Sensors for transit 1 1 0 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 0 0 1 1 0 1 1 0 1 0 1 0 0 0 1 0 0 1 1 1 1 0 1 0 1 0 0 0 1 1 0 0 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 1 0 0 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 1 1 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 1 0 0 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0 1 0 0 1 1 1 0 1 1 1 0 1 0 0 0 1 1 1 0 © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  14. 14. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Home safety 1 1 0 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 0 0 1 1 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 1 1 0 1 0 1 1 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 0 0 1 1 1 1 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 1 0 0 0 1 0 0 0 1 1 0 0 1 0 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0 1 0 0 1 0 0 1 0 1 1 0 1 1 1 0 1 0 0 0 1 1 1 0 0 0 1 1 © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  15. 15. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  16. 16. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1 1 0 1 0 1 0 1 0 0 1 0 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 0 1 0 1 1 0 1 0 1 0 0 0 1 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 0 1 1 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 1 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 1 1 0 1 1 1 0 1 0 0 0 1 1 1 1 0 1 0 1 0 1 0 0 1 0 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 0 1 0 1 1 0 1 0 1 0 0 0 1 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 1 0 1 0 1 0 0 0 1 1 0 1 1 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 1 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 1 1 0 1 1 1 0 1 0 0 0 1 1 © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  17. 17. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1 1 0 1 0 1 1 0 1 0 1 1 0 1 0 0 0 1 0 0 1 1 0 0 1 1
  18. 18. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  19. 19. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  20. 20. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. All of these are edge devices
  21. 21. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  22. 22. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Put time-sensitive operations closer to where they are needed
  23. 23. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Keeps centralized operations where they need to be centralized
  24. 24. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Put computation where it should be to operate efficiently... not where it’s convenient for developer/operator
  25. 25. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. But how do you decide whether to put computation in cloud or on the edge?
  26. 26. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  27. 27. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Driverless Car
  28. 28. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Driverless Car
  29. 29. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Image recognition Threat detection Road management Collision control Time sensitive analysis Processing that can’t go offline Some things must be done locally to the car
  30. 30. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Image recognition Threat detection Road management Collision control Time sensitive analysis Processing that can’t go offline Some things must be done locally to the car
  31. 31. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Some things must be done locally to the car Image recognition Threat detection Road management Collision control Time sensitive analysis Processing that can’t go offline
  32. 32. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Some things must be done locally to the car Image recognition Threat detection Road management Collision control Time sensitive analysis Processing that can’t go offline
  33. 33. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Some things are best handled in the cloud Turn by turn instructions Map updates and road construction Traffic/congestion management Car efficiency management (data analysis for best effect) Refueling, maintenance needs Logging usage/managing usage payments Management and upgrades
  34. 34. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Turn by turn instructions Map updates and road construction Traffic/congestion management Car efficiency management (data analysis for best effect) Refueling, maintenance needs Logging usage/managing usage payments Management and upgrades Some things are best handled in the cloud
  35. 35. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Turn by turn instructions Map updates and road construction Traffic/congestion management Car efficiency management (data analysis for best effect) Refueling, maintenance needs Logging usage/managing usage payments Management and upgrades Some things are best handled in the cloud
  36. 36. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Some things are best handled in the cloud Turn by turn instructions Map updates and road construction Traffic/congestion management Car efficiency management (data analysis for best effect) Refueling, maintenance needs Logging usage/managing usage payments Management and upgrades
  37. 37. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  38. 38. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  39. 39. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  40. 40. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  41. 41. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  42. 42. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  43. 43. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Cloud
  44. 44. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Advantages of Edge Edge
  45. 45. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Edge Challenges Edge
  46. 46. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  47. 47. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drawing the line: How do you decide what goes in the edge vs cloud? Edge Cloud
  48. 48. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drawing the line: How do you decide what goes in the edge vs cloud? Edge Cloud
  49. 49. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drawing the line: How do you decide what goes in the edge vs cloud? Edge Cloud
  50. 50. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drawing the line: How do you decide what goes in the edge vs cloud? Edge Cloud
  51. 51. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drawing the line: How do you decide what goes in the edge vs cloud? Edge Cloud cloud edge
  52. 52. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. cloud edge
  53. 53. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  54. 54. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Keys to Successful Edge Computing CLOUD VS EDGE DEVOPS DEPLOYMENTS REDUCE VERSIONING 5 SCALING MONITORING EDGE IS NOT MAGIC REDUCE CUSTOMIZATION 6 2 7 3 8 1 4
  55. 55. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Be smart on what is in the cloud vs edge 1
  56. 56. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1 edge cloud Edge Cloud
  57. 57. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1 Bursty CPU/Memory utilization Dynamic resources Global/shared data Heavy/Significant computation Time sensitive processing High responsiveness Reduced connectivity Dedicated processing to single task Steady CPU/memory utilization Edge good at: Cloud good at:
  58. 58. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1 Edge cloud Only put in edge what is best optimized for edge
  59. 59. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 2 Don’t throw away DevOps principles in the edge
  60. 60. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 2 Easy to discount DevOps principles when thinking about edge computing: ” ”
  61. 61. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 2
  62. 62. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 3 Nail highly distributed deployments
  63. 63. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 3
  64. 64. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4 Reduce versioning as much as possible
  65. 65. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4
  66. 66. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4 Reduce quantity of deployments as much as possible
  67. 67. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 5 Reduce provisioning/configuration as much as possible
  68. 68. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 5 This eases: deployments, problem diagnostic, problem resolution, and monitoring
  69. 69. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 6 Understand scaling is still an issue
  70. 70. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 6 On Backend/Cloud In Edge
  71. 71. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 6 More nodes not bigger nodes
  72. 72. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 7 Nail monitoring and analytics
  73. 73. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 7
  74. 74. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 7
  75. 75. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 7
  76. 76. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 8 The edge is not magic
  77. 77. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 8 Edge should not overwhelm you, edge should not discourage you
  78. 78. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 8 ” ”
  79. 79. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. 8 better tailored existing
  80. 80. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Keys to Successful Edge Computing CLOUD VS EDGE DEVOPS DEPLOYMENTS REDUCE VERSIONING 5 SCALING MONITORING EDGE IS NOT MAGIC REDUCE CUSTOMIZATION 6 2 7 3 8 1 4
  81. 81. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. But this is no different than today: Same issues as for: Manage:
  82. 82. Thank you! © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Lee Atchison Twitter: @leeatchison LinkedIn: leeatchison Architecting for Scale By: Lee Atchison Published by: O’Reilly Media http://scalinginthe.cloud
  83. 83. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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