Edge computing is defined by taking the specific timing-sensitive parts of your application and moving them closer to where they are needed—whether that need is a user or a source of interesting data. In this session, learn how to take advantage of cloud computing at the edge with New Relic. This session is brought to you by AWS partner, New Relic. 

2. © 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

3. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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. © 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. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
The Edge
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

7. © 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.

8. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
The Edge
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

9. © 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?

10. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge computing is:

11. © 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.

12. © 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.

13. © 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.

14. © 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.

15. © 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.

16. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

17. © 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.

18. © 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

19. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

20. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

21. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
All of these are
edge devices

22. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

23. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Put time-sensitive
operations closer to
where they are needed

24. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Keeps centralized
operations where they
need to be centralized

25. © 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

26. © 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?

27. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

28. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Driverless Car

29. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Driverless Car

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. © 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

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. © 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

34. © 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

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. © 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

37. © 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

38. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

39. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

40. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

41. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

42. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

43. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

44. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Cloud

45. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Advantages of Edge
Edge

46. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Edge Challenges
Edge

47. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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. © 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. © 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. © 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

52. © 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

53. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
cloud edge

54. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

55. © 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

56. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Be smart on what is in the cloud vs edge
1

57. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
1
edge cloud
Edge
Cloud

58. © 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:

59. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
1
Edge
cloud
Only put in edge what is best optimized for edge

60. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
2
Don’t throw away DevOps principles
in the edge

61. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
2
Easy to discount DevOps principles when thinking about edge computing:
”
”

62. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
2

63. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
3
Nail highly distributed deployments

64. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
3

65. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
4
Reduce versioning as much as possible

66. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
4

67. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
4
Reduce quantity of deployments as much as possible

68. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
5
Reduce provisioning/configuration as
much as possible

69. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
5
This eases: deployments, problem diagnostic,
problem resolution, and monitoring

70. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
6
Understand scaling is still an issue

71. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
6
On Backend/Cloud In Edge

72. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
6
More nodes not bigger nodes

73. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
7
Nail monitoring and analytics

74. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
7

75. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
7

76. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
7

77. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
8
The edge is not magic

78. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
8
Edge should not overwhelm you, edge should not discourage you

79. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
8
”
”

80. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
8
better tailored
existing

81. © 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

82. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
But this is no different than today:
Same issues as for:
Manage:

83. 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

84. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.