Operational Insight: Concepts and Examples (w/o Presenter Notes)
-
Upload
royrapoport -
Category
Technology
-
view
277 -
download
0
Transcript of Operational Insight: Concepts and Examples (w/o Presenter Notes)
![Page 1: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/1.jpg)
Operational InsightJune 15, 2015 Roy Rapoport
@royrapoport / linkedin.com/in/royrapoport / [email protected]
![Page 2: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/2.jpg)
Oh, The Places We’ll Go!
![Page 3: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/3.jpg)
![Page 4: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/4.jpg)
John Boyd
![Page 5: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/5.jpg)
![Page 6: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/6.jpg)
Observe
![Page 7: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/7.jpg)
Observe
Orient
![Page 8: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/8.jpg)
Observe
Orient
Decide
![Page 9: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/9.jpg)
Observe
Orient
Decide
Act
![Page 10: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/10.jpg)
Observe
Orient
Decide
Act OODA
![Page 11: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/11.jpg)
Observe
Orient
Decide
Act OODA
“This approach favors agility over raw power in dealing with human opponents in any endeavor” - Wikipedia
![Page 12: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/12.jpg)
This Is What We Do
![Page 13: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/13.jpg)
![Page 14: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/14.jpg)
![Page 15: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/15.jpg)
![Page 16: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/16.jpg)
OODA KPI
![Page 17: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/17.jpg)
OODA KPI
Speed
![Page 18: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/18.jpg)
OODA KPI
Speed Effort
![Page 19: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/19.jpg)
OODA KPI
Speed Effort Reliability
![Page 20: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/20.jpg)
Winning
Speed Effort Reliability
![Page 21: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/21.jpg)
WinningSpeed
Effort Reliability
![Page 22: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/22.jpg)
WinningSpeed
Effort
Reliability
![Page 23: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/23.jpg)
WinningSpeed
Effort
Reliability
![Page 24: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/24.jpg)
Implications … for Observation (aka measurement, telemetry, metrics)
![Page 25: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/25.jpg)
Implications … for Observation (aka measurement, telemetry, metrics)
• Make It Easy
![Page 26: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/26.jpg)
Implications … for Observation (aka measurement, telemetry, metrics)
• Make It Easy• Make It Scalable
![Page 27: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/27.jpg)
Implications … for Observation (aka measurement, telemetry, metrics)
• Make It Easy• Make It Scalable• Make it pluggable
![Page 28: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/28.jpg)
Implications … for Observation (aka measurement, telemetry, metrics)
• Make It Easy• Make It Scalable• Make it pluggable• (Eventually) Ruthlessly Cull
![Page 29: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/29.jpg)
Implications … for Observation (aka measurement, telemetry, metrics)
• Make It Easy• Make It Scalable• Make it pluggable• (Eventually) Ruthlessly Cull
“What decision will this help me make?”
![Page 30: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/30.jpg)
A Joke
![Page 31: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/31.jpg)
![Page 32: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/32.jpg)
52
48
![Page 33: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/33.jpg)
% of servers in major region with an even IP address
![Page 34: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/34.jpg)
Implications … for Orientation (aka graphing, visualization)
![Page 35: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/35.jpg)
Implications … for Orientation (aka graphing, visualization)
• First-class product
![Page 36: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/36.jpg)
Implications … for Orientation (aka graphing, visualization)
• First-class product• Different decisions require different viz
![Page 37: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/37.jpg)
Implications … for Orientation (aka graphing, visualization)
• First-class product• Different decisions require different viz• Low cognitive load better than
![Page 38: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/38.jpg)
Implications … for Orientation (aka graphing, visualization)
• First-class product• Different decisions require different viz• Low cognitive load better than
• High refresh rates
![Page 39: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/39.jpg)
Implications … for Orientation (aka graphing, visualization)
• First-class product• Different decisions require different viz• Low cognitive load better than
• High refresh rates• Deep data density
![Page 40: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/40.jpg)
Better Like This …
![Page 41: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/41.jpg)
Or Better Like That …
![Page 42: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/42.jpg)
Implications … for Decisions (aka alerting, real-time analytics, etc)
![Page 43: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/43.jpg)
Implications … for Decisions (aka alerting, real-time analytics, etc)
• You already have (some of) this
![Page 44: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/44.jpg)
Implications … for Decisions (aka alerting, real-time analytics, etc)
• You already have (some of) this• Incremental improvement
![Page 45: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/45.jpg)
Implications … for Decisions (aka alerting, real-time analytics, etc)
• You already have (some of) this• Incremental improvement• Sky’s the limit
![Page 46: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/46.jpg)
Implications … for Decisions (aka alerting, real-time analytics, etc)
• You already have (some of) this• Incremental improvement• Sky’s the limit
• For benefits
![Page 47: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/47.jpg)
Implications … for Decisions (aka alerting, real-time analytics, etc)
• You already have (some of) this• Incremental improvement• Sky’s the limit
• For benefits• For cost
![Page 48: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/48.jpg)
Implications … for Action
![Page 49: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/49.jpg)
Implications … for Action
1. Humans beat bureaucracy
![Page 50: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/50.jpg)
Implications … for Action
1. Humans beat bureaucracy2. Machines beat humans
![Page 51: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/51.jpg)
Implications … for Action
1. Humans beat bureaucracy2. Machines beat humans3. Repeatability beats one-offs
![Page 52: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/52.jpg)
Implications … for Action
1. Humans beat bureaucracy2. Machines beat humans3. Repeatability beats one-offs
Repeatable machine processes TROUNCE one-off human bureaucracy
![Page 53: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/53.jpg)
Implications … for Action
1. Humans beat bureaucracy2. Machines beat humans3. Repeatability beats one-offs4. Start with humans
Repeatable machine processes TROUNCE one-off human bureaucracy
![Page 54: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/54.jpg)
Implications … for Action
1. Humans beat bureaucracy2. Machines beat humans3. Repeatability beats one-offs4. Start with humans5. If IFTTT, deprecate humans
Repeatable machine processes TROUNCE one-off human bureaucracy
![Page 55: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/55.jpg)
Decision: Do I Have Enough
Instances?
![Page 56: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/56.jpg)
![Page 57: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/57.jpg)
![Page 58: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/58.jpg)
Decision: Is My Canary Good?
![Page 59: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/59.jpg)
25
![Page 60: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/60.jpg)
Been there.Done that.Manually.Artisanally.
25
![Page 61: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/61.jpg)
Been there.
• Started in the Data Center
Done that.Manually.Artisanally.
25
![Page 62: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/62.jpg)
Been there.
• Started in the Data Center
• Manual, dashboard-driven
Done that.Manually.Artisanally.
25
![Page 63: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/63.jpg)
Been there.Done that.Manually.
26
CPU
Requests
Errors
![Page 64: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/64.jpg)
Been there.Done that.Manually.
27
![Page 65: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/65.jpg)
Been there.Done that.Manually.• Context vs Precision
27
![Page 66: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/66.jpg)
Been there.Done that.Manually.• Context vs Precision
• No …
27
![Page 67: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/67.jpg)
Been there.Done that.Manually.• Context vs Precision
• No …
• Repeatability
27
![Page 68: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/68.jpg)
Been there.Done that.Manually.• Context vs Precision
• No …
• Repeatability
• Trending
27
![Page 69: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/69.jpg)
Been there.Done that.Manually.• Context vs Precision
• No …
• Repeatability
• Trending
• Manual effort is manual
27
![Page 70: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/70.jpg)
So Now What?
28
![Page 71: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/71.jpg)
So Now What?
• Automate Analysis
28
![Page 72: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/72.jpg)
So Now What?
• Automate Analysis
• Took Some Effort
28
![Page 73: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/73.jpg)
So Now What?
• Automate Analysis
• Took Some Effort
• Approach and analytics
28
![Page 74: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/74.jpg)
So Now What?
• Automate Analysis
• Took Some Effort
• Approach and analytics
• Presentation matters
28
![Page 75: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/75.jpg)
Version Control System
1000 servers @ 1.0.1
Customers
Build & Deployment
System
Automated Canary Analysis
Pretty Pictures
29
![Page 76: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/76.jpg)
Version Control System
1000 servers @ 1.0.1
Customers
Build & Deployment
System1 server @ 1.0.2
Automated Canary Analysis
Pretty Pictures
29
![Page 77: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/77.jpg)
10 servers @ 1.0.2Version
Control System
1000 servers @ 1.0.1
Customers
Build & Deployment
System
Automated Canary Analysis
Pretty Pictures
29
![Page 78: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/78.jpg)
1000 servers @ 1.0.2
Version Control System
1000 servers @ 1.0.1
Customers
Build & Deployment
System
Automated Canary Analysis
Pretty Pictures
29
![Page 79: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/79.jpg)
Version
1000 servers @ 1.0.1
Custome
Build & Deployment
Automated
1000 servers @ 1.0.2
Pretty Pictures
30
Version Control System
Build & Deployment
System
Automated Canary Analysis
Customers
![Page 80: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/80.jpg)
Version Custome
Build & Deployment
Automated
1000 servers @ 1.0.2
Pretty Pictures
30
Version Control System
Build & Deployment
System
Automated Canary Analysis
Customers
![Page 81: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/81.jpg)
Version
1000 servers @ 1.0.1
Custome
Build & Deployment
Automated
1000 servers @ 1.0.2
Pretty Pictures
31
Version Control System
Build & Deployment
System
Automated Canary Analysis
![Page 82: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/82.jpg)
Version
1000 servers @ 1.0.1
Custome
Build & Deployment
Automated
1000 servers @ 1.0.2
Pretty Pictures
31
Version Control System
Build & Deployment
System
Automated Canary Analysis
![Page 83: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/83.jpg)
Just The Stats 4-Week View
![Page 84: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/84.jpg)
Just The Stats 4-Week View
6309 canary analysis cycles
![Page 85: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/85.jpg)
Just The Stats 4-Week View
6309 canary analysis cycles16% canaries failed
![Page 86: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/86.jpg)
Decision: Do I Have an Outlier?
![Page 87: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/87.jpg)
Outlier Detection
![Page 88: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/88.jpg)
Would You Like to Play a Game?
![Page 89: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/89.jpg)
Spot the Outlier
![Page 90: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/90.jpg)
![Page 91: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/91.jpg)
![Page 92: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/92.jpg)
![Page 93: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/93.jpg)
The Outlier Is
“A”
![Page 94: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/94.jpg)
Just The Stats 4-Week View
![Page 95: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/95.jpg)
Just The Stats 4-Week View
739 Server Terminations
![Page 96: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/96.jpg)
In a Nutshell Observe
Orient
Decide
Act
![Page 97: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/97.jpg)
In a Nutshell Observe
Orient
Decide
Act
Need This First http://bit.ly/nflx-atlas-2013
http://metrics20.org
![Page 98: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/98.jpg)
In a Nutshell Observe
Orient
Decide
Act
Need This First http://bit.ly/nflx-atlas-2013
http://metrics20.org
Understand the decision http://bit.ly/nflx-qcon-aca-2014
![Page 99: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/99.jpg)
In a Nutshell Observe
Orient
Decide
Act
Need This First http://bit.ly/nflx-atlas-2013
http://metrics20.org
Understand the decision http://bit.ly/nflx-qcon-aca-2014
Make it easier for humans
![Page 100: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/100.jpg)
In a Nutshell Observe
Orient
Decide
Act
Need This First http://bit.ly/nflx-atlas-2013
http://metrics20.org
Understand the decision http://bit.ly/nflx-qcon-aca-2014
Make it easier for humans
Make machinesdo it
![Page 101: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/101.jpg)
In a Nutshell Observe
Orient
Decide
Act
Need This First http://bit.ly/nflx-atlas-2013
http://metrics20.org
Understand the decision http://bit.ly/nflx-qcon-aca-2014
Make it easier for humans
Make machinesdo it
Higher speed Lower effort
Higher reliability
![Page 102: Operational Insight: Concepts and Examples (w/o Presenter Notes)](https://reader030.fdocuments.us/reader030/viewer/2022032506/55cae5e2bb61eb33788b480e/html5/thumbnails/102.jpg)
Questions, Attributions, Feedback
42