creating a culture of cost management
DESCRIPTION
As your organization increases its AWS usage, budget owners and users demand new levels of cost visibility. In this webinar we explored how you can use the new Cloudability enterprise toolset for controlling and optimizing AWS spending across multiple teams. Topics include: - An introduction to the new Cloudability enterprise toolset, including report scheduling, custom dashboarding, and more - Maintaining cost oversight while giving autonomy to individual teams - Allocating costs across dozens or hundreds of accounts or applications - Creating accountability around spendingTRANSCRIPT
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Creating a Culture of Cost Management in Your Organization
J.R. Storment, Chief Customer Officer @ Cloudability [email protected]
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A story of growth!
Why does this need to be cultural?!
The cloud is no longer one person’s responsibility…!
Engineers Finance Operations Capacity Execs
How do you build the culture?!• Put data in the hands of the people!• Enact policies and evangelize best practices!• Incentivize good behavior!
Rolling out a cost management program!• Stage I: Cost visibility for all (emails, alerts, dashboards)
• Stage II: Allocating costs to departments (tags, linked accounts)
• Stage III: Efficiently using only what you need (underutilized, rightsizing)
• Stage IV: Saving by lowering hourly costs (Reserved and Spot Instances)
• Stage V: Tying spending to the bottom line (unit cost)
Visibility
Allocation Efficiency
Savings
Unit Cost
I. Cost visibility!Visibility
Allocation Efficiency
Savings
Unit cost
Two types of people
Incur costs Watch costs
Two types of people
Incur costs Watch costs
Two types of people
Incur costs Watch costs
Two types of people
Incur costs Watch costs
Tips for cost visibility • Get each stakeholder the spending fundamentals daily • Let each teams see other teams’ spending habits • Create broadly available dashboards
Case study: Enterprise with 100s of apps!
"Our goal is to put control of AWS resources in each product team’s hands. We want to get out of the way but at the same
time we still need oversight to stop overspending.”"
- Split the detailed billing reports into 750 different views broken down by BUs/applications/environments/etc.!
- Daily spending updates !800 users get daily emails with just their spending!
- Oversight for reporting and control!Execs/finance see the total spending in a simple weekly digest!
II. Allocation!
Allocation Efficiency
Savings
Unit cost
Visibility
First, get everyone involved
๏ Multiple major business units
๏ Lots of products or cost centers
๏ Thousands of shared AWS resources
๏ Distributed teams using AWS
Tools for splitting up resources!
• Tags are highly flexible, but 100% coverage is difficult due to compliance• Linked accounts offer clean chargeback but limit reporting options
Pro-tips: Allocating costs!• Get consensus on the taxonomy (but let Finance drive)!• Define 2–3 mandatory tags like “project” or
“environment”!• Consider a “tag or terminate” rule to enforce
compliance!
- Split the accounts based on product and environment!
- SAP data as source of truth for grouping metadata: ! Cost center, product group, business unit, etc!
- Chargeback aligned to finance’s view of the business, ! not just the operational linked account structure!
Case study: The enterprise with 500 linked accounts, ! no oversight, hundreds of influencers!
III. Efficiency!
Allocation Efficiency
Savings
Unit cost
Visibility
168 hours in a week
nights & weekends
108
Don’t run the cloud like a data center: !65% of the hours in a month !
are nights and weekends!
Three easy wins for Amazon EC2 efficiency…!
Low CPU, low bandwidth, low disk I/O, >1 day old | This example: Save $1,682 per week
Turn off underutilized instances!
Schedule dev/test downtime!
Find M1s that could be upgraded!1. Newer instance families are faster & cheaper
but have smaller SSDs
2. Look for instances that have Amazon Elastic Block Store (EBS) devices attached and low ephemeral disk access
3. Move M1 to M3 to save $0.03-$0.10 an hour
Source: http://aws.amazon.com/ec2/pricing/
Get alerts when thresholds are crossed!
Tips for encouraging efficient behavior!• Automate weekly waste reporting to each team!• Gamify clean-up by creating a visible leaderboard!• Do a monthly whole-company waste review!
For more check out: “MegaRun: Behind the 156,000 Core HPC Run”
Case study: High traffic site with decentralized ops!
avg hourly node cost ($) x
avg node uptime (%) x
sq rt inverse of CPU util (%) x
avg node running life (hrs) x
avg daily unique nodes^1.3
Lots of developers using dev/test instances and forgetting to turn them off!
Used Cloudability API data to normalize dev/test environment “health”!
Developed an algorithm to determine health/sickness of any dev/test environment!
Midge’s law!
IV. Savings!
Allocation Efficiency
Savings
Unit cost
Visibility
Spot vs. Reserved Instances?!Reservations require no engineering, !
enabling finance to autonomously reduce costs!
Don’t fear the reservation!
• Prices drop, but not fast enough to erode savings!• With usage over 50% three-year RIs always won!Source: http://blog.cloudability.com/cloud-cost-war-shouldnt-stop-buying-reserved-instances/
Buy based on current hourly data!
Don’t wait to buy reservations until you’ve completed the perfect analysis — you’ll waste more money than you save!
New Reserved Instance Model (as of 12/2/14)!
- Dropped Lights and Mediums!- All Reservations now function as Heavy RIs!- Multiple ways to pay for them now (all, partial, no upfront)!- “Partial upfront” is the same as legacy Heavy RIs!- Math and economics essentially the same!
For more, check out:!blog.cloudability.com!
Tips for reservation efficiency!• Appoint a person to own reservation purchases—! often a tech-minded finance person!
• Start with an immediate small and uncontroversial buy!
• Buy iteratively on a schedule that you hold sacred!
Case study: Buying for 12,500+ daily instances!
25th of the month:!Central team drives decisions with minimal input from teams!
26th of the month:!Modifications made each month ahead of purchase!
28th of the month:!Purchase based on the current month’s utilization data!
V. Unit cost!
Efficiency
Savings
Unit cost
Visibility
Allocation
Why does unit cost matter?
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Hic
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An increasing bill isn’t necessarily a bad thing
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The bill still goes up!
Exec team starts really caring
Stag
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Efficiency
Stag
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RIs
@cloudability
Unit cost is cost per X
@cloudability
cost per subscriber cost per pageview cost per customer cost per api call
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Focus on reducing unit cost, even as total cost grows
Unit cost Total cost
@cloudability
Unit cost = total cost / business metric
@cloudability
$1000 / 1000 customers = $1 unit cost
Case study: Scaled web business pushing unit cost !
• Product owners track unit cost daily tying spending to revenue!• Operations examines infrastructure changes in terms of unit cost impact!• Finance reports monthly & quarterly on margin impacts based on unit cost!• VPs set goals on unit cost and worry less about setting arbitrary total cost
goals!
Shortcut: Track your AWS bill as a percentage of revenue!
Getting started on your culture!
Things to do right after re:Invent!I. Visibility: Give stakeholders a daily view into spending!
II. Allocation: Put together a taxonomy with your finance team and start splitting linked accounts and tagging!
III. Efficiency: Look at underutilized instances (low CPU + BW + disk) and M1 to M3 candidates (disk access + attached storage)!
IV. Hourly savings: Make an immediate small and uncontroversial RI buy!
V. Unit cost: Determine your top-line business metric, divide costs by them!
Start a cost management group !to share best practices within your company !
and encourage accountability !
Start a free14-day trial! at cloudability.com!