Cloud Governance within The Climate Corporation

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Cloud Governance within The Climate Corporation. We shared in a meet up October 22nd with our friends from Chef, Cloud Health, and AWS best practices to improve our Cloud Governance.

Technology

Mohamed F. Ahmed
Director of Engineering, Cloud Infrastructure & Data Analytics

We help all the world's farmers sustainably increase their productivity
with digital tools.
3

Infrastructure
2nd Largest AWS Category after Netflix
1,000s of instances
~1M monthly compute hours
~3 PB of data
Highly Customized Infrastructure
3-5 stages CD pipeline
Separate science R&D infrastructure
4

The Team
1:40 engineers
Focus Areas
Infrastructure Management
Monitoring & QoS
Continous Delivery
Cloud Governance
5

Challenges of Cloud Governance
Infrastructure Utilization
Do we really need to spend that much on our infrastructure?
Efficient Scaling
How can we give full control to our engineers without risking infrastructure?
How can we integrate responsible usage of resources in our culture?
6

Infrastruture Utilization
Many small wins
EC2 reservations, dynamic DDB ops, instance types, etc.
Find your Magical number!
Drive your optimization from there
E.g. What’s the cost of serving one customer request?
Make it visible to everyone and create a new habbit
Review regularly Service, Product, & Team dashboards
7
Cost
20%
Compute
25%

Efficient Scaling
Link infrastructure with services, people, and engineering
systems
Cloud Manager (CM)
Central Services Database (CSD)
Full control only of your service resources (non-prod)
Implemented Realtime monitoring, alerting, and response
8
Product
Service
Infrastructure
Team, repo

What’s Next
Cloud Governance Should Just Happen!
Ship containers and infrastructure manages scheduling, failures, etc.
Other changes and tracking data should happen automatically!
9

Our SMaC Recipe
You Cannot Improve What You Cannot Measure. Always set measurable key performance
indicators to anything we do
Never Do a Task More than 3 Times. Always automate.
Never Explain Something Twice. Always document any answers you provide to others.
Declare Your Intent. Your work affects many others, talk about it before you start.
Build on the Shoulders of Giants. If others built it, use it and work on a real challenge.
Deliver Early and More Frequently. Deliver something each sprint.
10

Seminar at the U. Washington. The Climate Corporation (“TCC”) makes decision-making tools for farmers. 24-hour quantitative precipitation estimates (QPEs) drive a number of farming decisions, and the accuracy of the 24h QPEs in turn affect the accuracy of TCC's agronomic models. Therefore, the creation of accurate QPEs is an area of active research focus at TCC. In this talk, I talk about the multi-sensor QPE pipeline, how we estimate and show uncertainty and how we evaluate the performance of QPE algorithms on farming use cases. In addition, TCC is conducting field experiments at several locations throughout the Midwest. I will present findings related to the intra-field variability of precipitation.

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Cloud Governance within The Climate Corporation

1. Mohamed F. Ahmed Director of Engineering, Cloud Infrastructure & Data Analytics

2. We help all the world's farmers sustainably increase their productivity with digital tools. 3

3. Infrastructure 2nd Largest AWS Category after Netflix 1,000s of instances ~1M monthly compute hours ~3 PB of data Highly Customized Infrastructure 3-5 stages CD pipeline Separate science R&D infrastructure 4

4. The Team 1:40 engineers Focus Areas Infrastructure Management Monitoring & QoS Continous Delivery Cloud Governance 5

5. Challenges of Cloud Governance Infrastructure Utilization Do we really need to spend that much on our infrastructure? Efficient Scaling How can we give full control to our engineers without risking infrastructure? How can we integrate responsible usage of resources in our culture? 6

6. Infrastruture Utilization Many small wins EC2 reservations, dynamic DDB ops, instance types, etc. Find your Magical number! Drive your optimization from there E.g. What’s the cost of serving one customer request? Make it visible to everyone and create a new habbit Review regularly Service, Product, & Team dashboards 7 Cost 20% Compute 25%

7. Efficient Scaling Link infrastructure with services, people, and engineering systems Cloud Manager (CM) Central Services Database (CSD) Full control only of your service resources (non-prod) Implemented Realtime monitoring, alerting, and response 8 Product Service Infrastructure Team, repo

8. What’s Next Cloud Governance Should Just Happen! Ship containers and infrastructure manages scheduling, failures, etc. Other changes and tracking data should happen automatically! 9

9. Our SMaC Recipe You Cannot Improve What You Cannot Measure. Always set measurable key performance indicators to anything we do Never Do a Task More than 3 Times. Always automate. Never Explain Something Twice. Always document any answers you provide to others. Declare Your Intent. Your work affects many others, talk about it before you start. Build on the Shoulders of Giants. If others built it, use it and work on a real challenge. Deliver Early and More Frequently. Deliver something each sprint. 10

Cloud Governance within The Climate Corporation

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