# [[The Spice Must Flow - The Fremen Guide to Sustainable Observability]]
## Details
Conference:: [[Øredev 2025]]
Date:: [[2025-11-05]]
Length:: 40 mins
## Abstract
Nobody wants to be wasteful. But how do you balance that with the need for enough data to fix things when they go wrong? After all, no matter how much it costs, there are SLOs to keep. The spice-- the telemetry-- must flow.
The Fremen are a people who live on the planet Arrakis, simultaneously rich in spice while poor in water. But the Fremen have managed to thrive, not just survive, on very little while continuing to produce spice. What would it take to apply this "desert planet thinking" to observability?
In this talk, you'll learn about the hidden environmental and financial costs of your observability stack and how to reduce them. You'll learn about the complications of measuring cost for ephemeral resources on Kubernetes, how to use KEDA to "right-size" resources when you don't know what the right size is, and how to convince your teams to drop all but the most meaningful telemetry data. In the end, the spice must flow, but there must still be enough water to sustain all.
#### Benefits to the Ecosystem
Our observability stacks are growing proportionately larger along with our application stacks, with financial costs of observability rising to as much as 15% of all operational costs. There are also measurable environmental costs to computing resources used for observability, ephemeral or not. How can we make sure that the net value add of observability is still positive?
I want to talk about a sustainable observability pipeline in Kubernetes that attendees can put into place (KEDA, Prometheus, Flux, Argo). I'd like to shine a spotlight on the CNCF TAG Environmental Sustainability and the efforts being made there to question the wisdom of "bigger is better" when it comes to observability. I'd also like to posit that sometimes, the single best and simplest thing we can do to reduce the financial and environmental cost of observability is to just delete what we don't need.
## Structure
![[The Spice Must Flow - The Fremen Guide to Sustainable Observability.svg]]
- Introduction
- Importance of spice
- Spacing Guild Navigators use it to fold space and see paths through space-time (something that can't otherwise be done because of the Butlerian Jihad's ban on computers)
- Expanded consciousness and longevity (heightened perception and mental acuity, even prescience)
- Religion
- Arrakis
- Home to Fremen
- Desert planet, parched of water: rich in spice, poor in water
- Fremen must live with the tension between spice and water
- Our tension: telemetry vs. energy
- We want as much data as possible, as many nines as possible-- but at what cost?
- We have to make decisions around this tradeoff all the time.
- What IS the (environmental) cost?
- Quick recap: power, energy, and CO2 cost
- CO2 cost is the golden standard for environmental cost, but it can be derived from energy.
- Energy x ([[Carbon Intensity]] or carbon coefficient or emission factor) = CO2 emissions
- Carbon coefficient depends on
- energy source primarily but also:
- conversion efficiency (technology to convert into power can be more or less efficient)
- transmission efficiency (in electricity travelling through power lines)
- incidental/indirect emissions (such as costs to built the power plants for even a "zero-carbon" energy source)
- GCP: https://cloud.google.com/sustainability/region-carbon
- AWS: https://app.electricitymaps.com/map/live/fifteen_minutes
- 18,638 TWh is how much is used by data centres every year. If we could drive a fully electric car to the moon, that is equivalent to 750,000 round trips to the moon.
$
E_{\text{CO}_2} = E_{\text{energy}} \times C_f
$
Where:
- \(E_{\text{CO}_2}\) = emitted carbon dioxide (e.g., in kg CO₂)
- \(E_{\text{energy}}\) = energy consumed (e.g., in kWh)
- \(C_f\) = carbon intensity or emission factor (e.g., kg CO₂ per kWh)
- How much does a Kubernetes cluster cost to run?
- 39 kg CO2 or 94 kWh. Enough for a one way flight from Gothenburg to Malmö for one passenger.
- So what can we do?
1. Use Karpenter or Cluster Autoscaler
2. Use cloud provider-specific carbon monitoring tools
- Demo
- Talk about the architecture of the application
- Go through KEDA config and show what conditions it checks to scale
- Go through GKE Autoscaler and show what conditions it checks to scale
- Show them the Kubernetes Config Monitoring dashboard
- Show them the Spice Runner App Stats dashboard
- Play through one round of the game to show people how it works
- Encourage them to play it themselves
- Show them as the dashboard updates live to show node and pod changes
- Other ways to reduce our costs: SPICE
- Simplify: Don't collect data/start compute that you don't need
- Purify: Drop unnecessary data and resources (filter water)
- descheduler, sampling
- Intensify: Refine water
- Aggregate data
- Conserve
- autoscaling, retention tiers
- Evolve
- Measurement, observability
- End
- "The spice must flow... but so must the water."
## The presentation
## References
### Images
- Dune Art Wallpaper, HD Movies 4K Wallpapers, Images and Background - Wallpapers Den: [wallpapersden.com](https://wallpapersden.com/dune-art-wallpaper/)
- Sci Fi Dune Planet, HD wallpaper: https://www.peakpx.com
- Mystery of the Spacing Guild in Lynch's 'Dune' Movie: https://dunenewsnet.com/2024/03/the-spacing-guild-mystery-david-lynch-dune-movie/
- The Dune: Prophecy TV Series Is Doing Much More Than Setting Up the Bene Gesserit: https://www.ign.com/articles/the-dune-prophecy-tv-series-is-doing-much-more-than-setting-up-the-bene-gesserit
- Discovering the Fremen, Part 2: ‘Dune’s Ecologists: https://dunenewsnet.com/2025/03/discovering-the-fremen-ecologists-of-dune/
- How Dune created the sinister sounds of those menacing sandworms: https://ew.com/awards/oscars/dune-sandworm-sound-engineers/
- Dune 2 Trailer Hints At A Tricky Timeline Change: https://www.inverse.com/entertainment/dune-2-trailer-paul-eye-color-future-visions
- Dune: Part Two Makes One Key Change From the Book. The Result Is Brilliant.: https://slate.com/culture/2024/03/dune-part-2-zendaya-chani-timothee-chalamet-paul-book-versus-movie.html
- Fremen Sietch Water Cache: https://www.pinterest.com/pin/fremen-sietch-water-cache-by-mattw--692498880203474723/
- Dune: what the climate of Arrakis can tell us about the hunt for habitable exoplanets: https://theconversation.com/dune-what-the-climate-of-arrakis-can-tell-us-about-the-hunt-for-habitable-exoplanets-225145
%%
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%%
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```
%%