Sustainable Software Architecture - Open Tour DACH '22

Connecting people and solutions
to accelerate your business

What it really is…
Sustainable Software
Architecture
Markus Eisele
markus@redhat.com
@myfear
2

Markus Eisele
Go-To-Market-Specialist EMEA / “The Developer Guy”
● 15 years developer and architect with Enterprise Java (Automotive, Finance,
Insurance)
● 8 years Developer Relations
● 150+ presentations, 200+ articles
● 2 reports and 1 book with O’Reilly
twitter.com/@myfear
https://www.linkedin.com/in/markuseisele/
markus@redhat.com

What we gonna look at
today: 🤓
4
❏ Why I am looking at it
❏ Definition of ${subject}
❏ Why Software and Sustainability?
❏ Sustainability and Architecture
❏ Isn’t there already something?
❏ FAANG Goals
❏ What can each of us do?

Picture of my two girls. They will be hopefully live till 2090 and
longer.

Sustainable Software Architecture - Open Tour DACH '22

Definition of
${subject} 🧐
7

First German definition of “Sustainability” around 1713
8
„wie eine sothane [solche] Conservation und
Anbau des Holzes anzustellen / daß es eine
continuirliche beständige und nachhaltende
Nutzung gebe / weiln es eine unentbehrliche
Sache ist / ohne welche das Land in seinem
Esse nicht bleiben mag“
Carl von Carlowitz 1713 “Silvicultura oeconomica”

9
http://www.un-documents.net/our-common-future.pdf
„Humanity has the ability to make
development sustainable - to ensure that it
meets the needs of the present without
compromising the ability of future generations
to meet their own needs."
Brundtland Bericht, 1987 und Agenda 21

10
https://en.wikipedia.org/wiki/Sustainability
“Sustainability is a societal goal with three
dimensions (also called pillars): the
environmental, economic and social
dimension.”
Wikipedia, Sustainablility

11
Language Usage Today
- the business oriented definition of sustainability, referring to
economic stability.
- der environmentally oriented definition, that focuses on
environmentally friendly topics.
- der socio-ecological definition, that defines sustainability as a pair
of socially and environmentally behaviours.

12
https://de.wikipedia.org/wiki/Digitale_Nachhaltigkeit
Digital Sustainability?
- “Digital sustainability separates itself from the broader topic of
sustainability by explicitly referring to immateriel goods, or
knowledge. Such non-physical resources are non rival and there is
basically no consumption of resources happening. ”
🧐

What about software
and sustainability?
13

14
Sustainable Software Architecture
- There is no single definition of “sustainability” but many.
- Hence there’s no single definition of ${subject}
- But there are similarities:
- It always is geared towards present and future and has a temporal reference..
- Resources must be protected. In particular if they are non renewable.
- Some reference point must be protected on a short- or long term bases.

15
Sustainability Pillar AWS Well-Architected Framework,
https://docs.aws.amazon.com/wellarchitected/latest/sustainability-pillar/wellarchitected-sustainability-pill
ar.pdf
“Your business or organization
can have negative environmental impacts
like direct or indirect carbon emissions,
unrecyclable waste, and damage to shared
resources like clean water.”
Cloud Sustainability, AWS Well-architected FW

16
https://de.wikipedia.org/wiki/Treibhausgas
Carbon Emissions und Greenhouse-Gases
Carbon Emissions = carbon dioxide emissions
Greenhouse Gases = (u.a.) carbon dioxide, methan, nitrous oxid,
fluorocarbons , sulfur hexafluoride und nitrogen trifluoride.

17
https://www.bitkom.org/sites/main/files/2020-05/2020-05_bitkom_klimastudie_digitalisierung.pdf
What are we doing wrong in data-centers?
- 90% of greenhouse emissions from datacenters come from usage
- 200 bis 250 Mt CO₂e worldwide in 2020 incl. manufacturing
- 60% of greenhouse emissions result from IT-components like
servers, storage and networks.

Sustainability and
software architecture
18

19
https://www.umwelt-campus.de/forschung/projekte/green-software-engineering/kriterienkatalog/einleit
ung
UFOPLAN-Projekt „Sustainable Software Design - Entwicklung einer Methodik
zur Bewertung der Ressourceneffizienz von
Softwareprodukten“ (2017)

20
https://www.umwelt-campus.de/fileadmin/Umwelt-Campus/Greensoft/Kriterienkatalog_nachhaltige_Sof
tware_v01_2017-05-31.pdf
Criteria for sustainable software
Abstrakt formuliert, stehen zwei durch ein Softwareprodukt verursachte
Flüsse im Vordergrund der Betrachtung:
There’s basically two main areas in focus for software products:
- Amount of used hardware (new to waste)
- Amount of consumed energy through hardware (electricity to heat)

21
https://www.thoughtworks.com/insights/articles/green-cloud
The four pillars of green cloud optimization

22
https://docs.aws.amazon.com/wellarchitected/latest/sustainability-pillar/wellarchitected-sustainability-pill
ar.pdf
- Understand your impact
- Establish sustainability goals
- Maximise Utilization
- Anticipate and adapt latest Hardware
- Use managed services
- Reduce downstream impact of your cloud workload
AWS Design Principles for Sustainability

Storage
Deployments, Scaling and Utilization
Application Design
Data, Design, Usage
Code Efficiency Operations
Server Cooling Water Waste
Datacenter building and operations
Electricity
Sustainability ON the infrastructure
Sustainability OF the infrastructure

24
Data Design, Usage and Storage
- Implement a data classification policy
- Use technologies that support data access and storage patterns
- Use lifecycle policies to delete unnecessary data
- Minimize over-provisioning in block storage
- Remove unneeded or redundant data
- Use shared file systems or object storage to access common data
- Minimize data movement across networks
- Back up data only when difficult to recreate

25
Software Application Design
- Add requirements for sustainability to your development process.
- Enable resources to work in parallel to develop, test, and deploy
sustainability improvements.
- Test potential improvements using the minimum viable
representative components.

26
Platform Deployments, Utilization and Scaling
- Use minimum viable representative environments to develop and
test potential improvements.
- Use automation to maximize utilization of your development and
test environments.
- Use instance types with burst capacity, spot instances, and other
technologies to align build capacity with use.
- Take advantage of custom-purpose hardware that is specific to your
workload.

27
https://sites.google.com/view/energy-efficiency-languages/home
Code Efficiency
“Although the most energy
efficient language in each
benchmark is almost always
the fastest one, the fact is
that there is no language
which is consistently
better than the others,”

28
https://greensoftware.foundation/articles/10-recommendations-for-green-software-development
10 recommendations for green software development
- Focus on and control features with higher power consumption and common usage scenarios.
- Reduce data usage. Adopt efficient cache policy, minimise data exchange, and manage the
lifecycle of stored data - compress and aggregate data.
- Remove or refactor unused features.
- Detect and remove loops which can’t achieve their intended purpose and uselessly consume
energy. For example, polling an unreachable server.
- Adapt your app’s behavior according to the device power mode or other operating conditions.
- Limit computational accuracy of the application to the desired level which commensurate with
the operational needs. For example, you do not need very high resolution geolocation data of
your user, if you are just looking for friends nearby.
- Monitor real-time energy consumption of the application, to identify the modules that can be
optimized to produce fewer emissions.
- Developing and using a less-power-consuming ML model; creating and sharing reproducible
code that will reduce duplicated efforts; and developing and using specialized hardware
optimized for AI workload.
- During development monitor real-time power consumption through techniques such as
dynamic code analysis.

29
Grundlegende Gemeinsamkeiten
code + data = energy = carbon emissions.

30
And there are probably more…

Isn’t there something
out there already?
31

32
“Without data, you're just another person with
an opinion.”
W. Edwards Deming

33
https://github.com/kube-green/kube-green
Kube Green
- kube-green is a simple k8s addon that automatically shuts down
(some of) your resources when you don't need them.

34
https://github.com/cloud-carbon-footprint/cloud-carbon-footprint
Cloud Carbon Footprint
Cloud Carbon
Footprint is a tool to
estimate energy use
(kilowatt-hours) and
carbon emissions
(metric tons CO2e)
from public cloud
usage

35
https://github.com/hubblo-org/scaphandre
Scaphandre
Scaphandre [skafɑ̃dʁ] is a
metrology agent dedicated
to electrical power
consumption metrics. The
goal of the project is to
permit to any company or
individual to measure the
power consumption of its
tech services and get this
data in a convenient form,
sending it through any
monitoring or data analysis
toolchain.

36
https://codeberg.org/hjacobs/kube-downscaler
Kube-downscaler
- Scale down / "pause" Kubernetes workload (Deployments,
StatefulSets, and/or HorizontalPodAutoscalers and CronJobs too !)
during non-work hours.

37
https://github.com/sustainable-computing-io/kepler
Kepler
Kepler (Kubernetes Efficient
Power Level Exporter) uses
eBPF to probe energy
related system stats and
exports as Prometheus
metrics

39
https://ec.europa.eu/info/business-economy-euro/company-reporting-and-auditing/company-reportin
g/corporate-sustainability-reporting_de
Sustainability Reports (“Nachhaltigkeitsberichte”)
- Facebook/Meta “ Bis 2030 wollen wir in unserer Wertschöpfungskette Netto-Null-Emissionen erreichen.”
(https://sustainability.fb.com/wp-content/uploads/2021/06/2020_FB_Sustainability-Report.pdf)
- Amazon “CO2-neutral (net-zero carbon) bis 2040”
(https://nachhaltigkeit.aboutamazon.de/)
- Apple “Bis 2030 CO₂ neutral werden”
(https://www.apple.com/de/environment/pdf/Apple_Environmental_Progress_Report_2021.pdf)
- Netflix “Bis Ende 2022 wird Netflix Netto-Null-Emissionen von Treibhausgasen erreichen.”
(https://about.netflix.com/de/sustainability)
- Google “CO2-frei bis 2030” (https://sustainability.google/intl/de/)

41
https://www.ipcc.ch/report/ar6/wg2/
Why NOW? Why ALL OF US?
- The world climate report assumes it’s just three years left to reduce
greenhouse gas emissions by 45% to prevent desaster.
- Most companies don’t move fast enough to even get close to this
goal.

42
https://www.bitkom.org/sites/main/files/2020-05/2020-05_bitkom_klimastudie_digitalisierung.pdf
1,8 bis 3,2% an den weltweiten THG-Emissionen ist im Jahr 2020 auf IKT zurückzuführen

Join Red Hat Developer.
Build here. Go anywhere.
facebook.com/RedHatDeveloperProgram
youtube.com/RedHatDevelopers
twitter.com/rhdevelopers
linkedin.com/showcase/red-hat-developer

Start exploring in the OpenShift Sandbox.
Learn containers, Kubernetes, and OpenShift in your browser. developers.redhat.com/developer-sandbox
Try Red Hat's products and technologies
without setup or configuration.

linkedin.com/company/red-hat
youtube.com/user/RedHatVideos
facebook.com/redhatinc
twitter.com/RedHat
Red Hat is the world’s leading provider of enterprise
open source software solutions. Award-winning
support, training, and consulting services make Red
Hat a trusted adviser to the Fortune 500.
Thank you
46

Sustainable Software Architecture - Open Tour DACH '22

Recommended

More Related Content

Similar to Sustainable Software Architecture - Open Tour DACH '22 (20)

More from Markus Eisele (20)

Recently uploaded (20)

Sustainable Software Architecture - Open Tour DACH '22