SlideShare ist ein Scribd-Unternehmen logo
1 von 32
Downloaden Sie, um offline zu lesen
www.theshiftproject.org
Deploy Digital Sobriety
Guiding organizations toward a sustainable
information system
•
10 December 2020
lescop.celine@gmail.com @theShiftPR0JECT
Céline LESCOP – Lead Digital Sustainability
& Data Architect (AXA Group Operations)
The Shift Project – Chapter 2 pilot
https://www.linkedin.com/in/celinelescop/
Internal
The Shift Project
a French think tank advocating the shift to a post-carbon economy
• We establish working groups on the most sensitive and decisive
issues of the transition to a post-carbon economy
• We produce robust, and quantified statements on key aspects of
the transition
• We bring forward innovative proposals, and we pay particular
attention to appropriately-scaled solutions
INFORMING FIRST…
• We engage in lobbying initiatives targeting political and economic
decision-makers to promote the recommendations of our working groups
• We host events designed to encourage discussion
between stakeholders
• We build partnerships with both professional organisations
and academic players
…THEN INFLUENCING
Agenda
• The context of the climat / energy problem & the
digital environmental impact – 15’
• Guide organizations toward a sustainable
information system – 20’
• Q&A – 20’
Climate change : reducing CO2 emissions is urgent !
Opérer cette réduction est une transformation difficile !
Internal
Digital, a tool or a challenge for the carbon transition ?
Internal
Digital is a
problem from
Green house
gas emissions
point of view
but also for
rare earth
requirements
Internal
Production / Extraction
Internal
Waste
Internal
WHY IS SOBRIETY
THE FIRST
MANDATORY
TARGET
• 80% of electricity WW today is produced from
fossil fuel
• Buying electricity with most renewable
guarantee of origin is not efficient to change
the electricity mix of the location … but is
allows to calculate zero emissions for electricity
in carbon accounting
• There is no clean energy…our economy is also
addict to metals. We have to minimize
consumption of any non renewable resource
• Power Purchase Agreement as green power
product generate better result as they allow a
long term contract with the producer,
guaranteed purchasing prices and a way to
develop new renewable electricity capabilities
productions that can change the emissions of
the grid
Internal
Our
economy
is energy
and fossil
fuels
addict…
Internal
Focus on green power products
• Most of Green power products have little impact on electricity carbon emissions. A single
company’s purchase via a supplier or through a direct contract may not itself change overall
grid emissions at the time of purchase. This is because most green power products are based
on instruments from existing energy generation facilities.
• A market-based method reflects emissions from electricity that companies have purposefully
chosen leveraging green power product (or their lack of choice). It allows decreasing the
emissions of electricity in carbon accounting but the real impact on total emissions is not
obvious.
• A location-based method reflects the average emissions intensity of grids on which energy
consumption occurs (using mostly grid-average emission factor data). With this method, only
a reduction of electricity consumption or a change in the average emissions intensity of grids
allows a reduction.
• Companies with any operations in markets providing product or supplier-specific data in the
form of contractual instruments shall report scope 2 emissions in two ways.
• Reduction of required kWh is a mandatory target to be in line in Paris Agreement objectives
• PPA (Power Purchase Agreement) as green power product generate better result as they
allow a long term contract with the producer, guaranteed purchasing prices and a way to
develop new renewable electricity capabilities productions that can change the emissions of
the grid
http://www.carbone4.com/wp-content/uploads/2018/12/Publication-Electricite-verte.pdf
https://www.there100.org/sites/re100/files/2020-10/RE100%20Technical%20Criteria.pdf
https://ghgprotocol.org/sites/default/files/ghgp/standards/Scope%202%20Guidance_Final_0.pdf
Internal
Il n’existe par d’énergie « propre »…et il y a un risque de convertir le problème des énergies fossiles
en un problème de métaux rares : l’usage de ressources non renouvelables doit être minimisé
L’image de fond est la photo de la plus grande mine de cuivre à ciel ouvert 4km de diamètre, 1km de profondeur) Chuquicamata au Chili. Elle est extraite du documentaire « La Face
cachée des énergies vertes ». Le tableau comparant les émissions selon les sources d’énergie vient de la base carbone de l’ADEME https://www.bilans-ges.ademe.fr/
Huge progress in energy efficiciency but slowing down
Doubling every 2 years
Processors energy efficiency : increasing
number of executed instruction per kWh
Mobile network efficiency : decreasing
required kWh by Gbyte
Digital volumes have grown faster: need for sobriety
X 10 in 8 years
X 35 in 8 years
Mobile traffic
X 20 in 8 years
17
Systemic applied to information system : an exponential growth to regulate
Final
Equipment
Data
Services
Usages
IT waste
+
+
+
+
Business
digitalization
demand
+
+
IT Cost +
++
Extracted
raw
materials
Consumed
Energy
+
+
Technology
potential
(performance,
storage
capacity…)
+
CO2 / Pollution
+++
+ +
+
+ +
System Thinking applied to the Information System of an organization - inspired by Thinking in Systems by Donella Meadows
18
Systemic applied to information system : an exponential growth to regulate
Final
Equipment
Data
Services
Usages
IT waste
+
+
+
+
Business
digitalization
demand
+
+
IT Cost +
++
Extracted
raw
materials
Consumed
Energy
+
+
Technology
potential
(performance,
storage
capacity…)
+
CO2 / Pollution
+++
+ +
+
+ +
System Thinking applied to the Information System of an organization - inspired by Thinking in Systems by Donella Meadows
Reduce, Reuse, Repair,
Recycle
Measure
Optimize
Concious, reduce, optimize Reduce, Optimize
Reduce, Optimize
Checking relevance for energy transition
Requires rigorous method
Opportunity for
transition
Environnemental
cost
Direct economies
Optimization
Monitoring
etc.
Energy for production
Energy for use
Mined ressources
etc.
Digital : a transition to think of
« Do it because we can » « Do it because it is usefull
Deployed solutions have to be chosen for their net
positive impact ONLY
Energy transition requires
Digital solutions
Any Digital Solution has an
environmental impact
CO
2
Agenda
• The context of the climat / energy problem & the
digital environmental impact – 15’
• Guide organizations toward a sustainable
information system – 20’
• Q&A – 20’
Deploy Digital Sustainability
• The chapter 2 « Guide organizations toward a
sustainable information system » came from the
acknowledgement by “enterprise architects” of Lean-
ICT 2018 report that has stated the ICT worldwide
environmental impact and its evolution
• The purpose was to serve the sustainable information
system target leveraging the enterprise architecture …
as a systemic transformation approach for a systemic
problem
• Out of constraints the workgroup (10 persons more
than half are enterprise architects) we have made a
VISION in a “Target first” style
• In parallel we are concretely deploying this approach
across the group AXA
• IT Professional role to guide the society will be key
Internal
Build a Digital Sustainability Strategy
• Strong sponsorship of general
management is key
• The « infobesity » : a risk of
cost of non agility and a risk not
to be able to adapt energy
transition
• The Digital side of the
enterprises purpose PACTE
law in France (2019)
• A big transformation to be
embodied by top
management / management
comitte
Internal
Develop the IT sustainability culture
• A transformation that has a powerful
meaning and that allows corporate
responsibility operational set-up
• Develop awareness across all employees,
train IT professionals, purchasing team or
any other concerned employee
• Communicate internally but also externally
on the transformation : CR week, social
network.
• Frugal innovation : do it because it is
useful and not because we can do it
Internal
Measure information systems environmental
footprint from craddle to crave
Internal
Design & build a sustainable Information System
Ex : Restreindre l’accès à certains sites (vidéos,
streaming…), restreindre au strict nécessaire les
utilisateurs autorisés à accéder à une application donnée
Internal
Govern the transition toward a sustainable
information system
• Set-up guidelines, principles to
support sustainable decision at all
level of the organization
• Evolve decisions bodies to align
them with environmental objectives
• Govern the architecture delivery and
check its conformity with
environmental objectives
• Manage the environmental
information system debtArchitecture Principles of a
sustainable information system
« Sustainable development starts with a
business approach relying on principles » -
United Nation Global Compact
Internal
Collaborate with customers, providers, partners, authorities to
provide sustainable solutions
• Février 2020 - L’Etat après la promulgation de la loi
anti-gaspillage pour une économie circulaire, lance
les travaux de méthodologie avec l’ADEME sur
l’obligation de rendre disponible et public l’impact
carbone de sa consommation numérique à chaque
consommateur dès fin 2021
• Juillet 2020 - Le Conseil national du numérique
publie une feuille de route sur l'environnement et le
numérique réalisée en partenariat avec le Haut
conseil pour le climat
• Juin 2020 - Sénat - Mission d’information sur
l’empreinte environnementale du numérique
• Juin 2020 - France Stratégie –La consommation de
métaux du numérique : un secteur loin d’être
dématérialisé
• Convention citoyenne pour le climat – Objectif
« Accompagner l'évolution du numérique pour
réduire ses impacts environnementaux »
The
Information
System
fitness
program
What needs to happen / is happening
Enterprises
➢Create mindset
➢Integrated strategies
➢Adapted governance
➢Tooling
Regulators
➢ Digital sector
➢ Carbon « tax »
➢ Data sobriety in sectorial
requirements
Vendors
➢Provide transparency
➢Change business models
➢New players
Consumers
➢Informed
➢Sustainability in buying
criteria
Agenda
• The context of the climat / energy problem & the
digital environmental impact – 15’
• Guide organizations toward a sustainable
information system – 20’
• Q&A – 20’

Weitere ähnliche Inhalte

Was ist angesagt?

Tax in Real Time: How Digital Platforms Will Redefine Future Tax Systems
Tax in Real Time: How Digital Platforms Will Redefine Future Tax SystemsTax in Real Time: How Digital Platforms Will Redefine Future Tax Systems
Tax in Real Time: How Digital Platforms Will Redefine Future Tax Systemsaccenture
 
Digital Cyprus: Catalyst for Change (Volume 1)
Digital Cyprus: Catalyst for Change (Volume 1)Digital Cyprus: Catalyst for Change (Volume 1)
Digital Cyprus: Catalyst for Change (Volume 1)accenture
 
Think Bold to Lead: Digital Finance Enables the Leap
Think Bold to Lead: Digital Finance Enables the LeapThink Bold to Lead: Digital Finance Enables the Leap
Think Bold to Lead: Digital Finance Enables the Leapaccenture
 
A typology of clean technology commercialization accelerators
A typology of clean technology commercialization acceleratorsA typology of clean technology commercialization accelerators
A typology of clean technology commercialization acceleratorsIan McCarthy
 
Rethinking the Value Chain: New Realities in Collaborative Business
 Rethinking the Value Chain: New Realities in Collaborative Business Rethinking the Value Chain: New Realities in Collaborative Business
Rethinking the Value Chain: New Realities in Collaborative BusinessCapgemini
 
The Benefits of Cross-Function Team Collaboration | Accenture
The Benefits of Cross-Function Team Collaboration | AccentureThe Benefits of Cross-Function Team Collaboration | Accenture
The Benefits of Cross-Function Team Collaboration | Accentureaccenture
 
The Digital Divide in Utilities; the growing gap between customers and Utilities
The Digital Divide in Utilities; the growing gap between customers and UtilitiesThe Digital Divide in Utilities; the growing gap between customers and Utilities
The Digital Divide in Utilities; the growing gap between customers and UtilitiesBen Gilchriest
 
The new service marketing
The new service marketingThe new service marketing
The new service marketingvildan esenyel
 
The Circular Economy Handbook
The Circular Economy HandbookThe Circular Economy Handbook
The Circular Economy Handbookaccenture
 
Digital Cyprus: Industry Digital Potential (Volume 2)
Digital Cyprus: Industry Digital Potential (Volume 2)Digital Cyprus: Industry Digital Potential (Volume 2)
Digital Cyprus: Industry Digital Potential (Volume 2)accenture
 
Tech Vision 2015 Trend 3: Platform R(e)volution
Tech Vision 2015 Trend 3: Platform R(e)volutionTech Vision 2015 Trend 3: Platform R(e)volution
Tech Vision 2015 Trend 3: Platform R(e)volutionaccenture
 
[WSO2 Summit New York 2018] Earn Your Place In The Platform Economy
[WSO2 Summit New York 2018] Earn Your Place In The Platform Economy [WSO2 Summit New York 2018] Earn Your Place In The Platform Economy
[WSO2 Summit New York 2018] Earn Your Place In The Platform Economy WSO2
 
apidays LIVE Helsinki & North - How public innovative procurement speeds up A...
apidays LIVE Helsinki & North - How public innovative procurement speeds up A...apidays LIVE Helsinki & North - How public innovative procurement speeds up A...
apidays LIVE Helsinki & North - How public innovative procurement speeds up A...apidays
 
New Business Models in the Digital Ecosystem
New Business Models in the Digital EcosystemNew Business Models in the Digital Ecosystem
New Business Models in the Digital EcosystemNUS-ISS
 
Delivering New Energy Experiences for Future Growth
Delivering New Energy Experiences for Future GrowthDelivering New Energy Experiences for Future Growth
Delivering New Energy Experiences for Future Growthaccenture
 
Reinventing Electric Utility Business Models
Reinventing Electric Utility Business ModelsReinventing Electric Utility Business Models
Reinventing Electric Utility Business ModelsManu Menon
 
Thrive with accenture product and platform engineering services
Thrive with accenture product and platform engineering servicesThrive with accenture product and platform engineering services
Thrive with accenture product and platform engineering servicesAccenture Technology
 
WEFUSA_IndustrialInternet_Report2015
WEFUSA_IndustrialInternet_Report2015WEFUSA_IndustrialInternet_Report2015
WEFUSA_IndustrialInternet_Report2015Michael Cihra
 
The Internet of Things (IoT) A New Generation of Tools for Energy Management ...
The Internet of Things (IoT) A New Generation of Tools for Energy Management ...The Internet of Things (IoT) A New Generation of Tools for Energy Management ...
The Internet of Things (IoT) A New Generation of Tools for Energy Management ...Dan McJacobson, P.E., LEED AP
 

Was ist angesagt? (20)

Tax in Real Time: How Digital Platforms Will Redefine Future Tax Systems
Tax in Real Time: How Digital Platforms Will Redefine Future Tax SystemsTax in Real Time: How Digital Platforms Will Redefine Future Tax Systems
Tax in Real Time: How Digital Platforms Will Redefine Future Tax Systems
 
Digital Cyprus: Catalyst for Change (Volume 1)
Digital Cyprus: Catalyst for Change (Volume 1)Digital Cyprus: Catalyst for Change (Volume 1)
Digital Cyprus: Catalyst for Change (Volume 1)
 
Think Bold to Lead: Digital Finance Enables the Leap
Think Bold to Lead: Digital Finance Enables the LeapThink Bold to Lead: Digital Finance Enables the Leap
Think Bold to Lead: Digital Finance Enables the Leap
 
A typology of clean technology commercialization accelerators
A typology of clean technology commercialization acceleratorsA typology of clean technology commercialization accelerators
A typology of clean technology commercialization accelerators
 
Rethinking the Value Chain: New Realities in Collaborative Business
 Rethinking the Value Chain: New Realities in Collaborative Business Rethinking the Value Chain: New Realities in Collaborative Business
Rethinking the Value Chain: New Realities in Collaborative Business
 
The Benefits of Cross-Function Team Collaboration | Accenture
The Benefits of Cross-Function Team Collaboration | AccentureThe Benefits of Cross-Function Team Collaboration | Accenture
The Benefits of Cross-Function Team Collaboration | Accenture
 
The Digital Divide in Utilities; the growing gap between customers and Utilities
The Digital Divide in Utilities; the growing gap between customers and UtilitiesThe Digital Divide in Utilities; the growing gap between customers and Utilities
The Digital Divide in Utilities; the growing gap between customers and Utilities
 
The new service marketing
The new service marketingThe new service marketing
The new service marketing
 
The Circular Economy Handbook
The Circular Economy HandbookThe Circular Economy Handbook
The Circular Economy Handbook
 
Digital Cyprus: Industry Digital Potential (Volume 2)
Digital Cyprus: Industry Digital Potential (Volume 2)Digital Cyprus: Industry Digital Potential (Volume 2)
Digital Cyprus: Industry Digital Potential (Volume 2)
 
CBI energy conference: Jon Bentley
CBI energy conference: Jon BentleyCBI energy conference: Jon Bentley
CBI energy conference: Jon Bentley
 
Tech Vision 2015 Trend 3: Platform R(e)volution
Tech Vision 2015 Trend 3: Platform R(e)volutionTech Vision 2015 Trend 3: Platform R(e)volution
Tech Vision 2015 Trend 3: Platform R(e)volution
 
[WSO2 Summit New York 2018] Earn Your Place In The Platform Economy
[WSO2 Summit New York 2018] Earn Your Place In The Platform Economy [WSO2 Summit New York 2018] Earn Your Place In The Platform Economy
[WSO2 Summit New York 2018] Earn Your Place In The Platform Economy
 
apidays LIVE Helsinki & North - How public innovative procurement speeds up A...
apidays LIVE Helsinki & North - How public innovative procurement speeds up A...apidays LIVE Helsinki & North - How public innovative procurement speeds up A...
apidays LIVE Helsinki & North - How public innovative procurement speeds up A...
 
New Business Models in the Digital Ecosystem
New Business Models in the Digital EcosystemNew Business Models in the Digital Ecosystem
New Business Models in the Digital Ecosystem
 
Delivering New Energy Experiences for Future Growth
Delivering New Energy Experiences for Future GrowthDelivering New Energy Experiences for Future Growth
Delivering New Energy Experiences for Future Growth
 
Reinventing Electric Utility Business Models
Reinventing Electric Utility Business ModelsReinventing Electric Utility Business Models
Reinventing Electric Utility Business Models
 
Thrive with accenture product and platform engineering services
Thrive with accenture product and platform engineering servicesThrive with accenture product and platform engineering services
Thrive with accenture product and platform engineering services
 
WEFUSA_IndustrialInternet_Report2015
WEFUSA_IndustrialInternet_Report2015WEFUSA_IndustrialInternet_Report2015
WEFUSA_IndustrialInternet_Report2015
 
The Internet of Things (IoT) A New Generation of Tools for Energy Management ...
The Internet of Things (IoT) A New Generation of Tools for Energy Management ...The Internet of Things (IoT) A New Generation of Tools for Energy Management ...
The Internet of Things (IoT) A New Generation of Tools for Energy Management ...
 

Ähnlich wie apidays LIVE Paris - Deploy digital sobriety by Celine Lescop

energy assessments5
energy assessments5energy assessments5
energy assessments5Steve Tester
 
Emergent Carbon Issues Technologies and Future.pptx
Emergent Carbon Issues Technologies and Future.pptxEmergent Carbon Issues Technologies and Future.pptx
Emergent Carbon Issues Technologies and Future.pptxRevolverRaja2
 
Study Ardian & Fabernovel - The Augmented Infrastructure: Digital for climate?
Study Ardian & Fabernovel - The Augmented Infrastructure:  Digital for climate?Study Ardian & Fabernovel - The Augmented Infrastructure:  Digital for climate?
Study Ardian & Fabernovel - The Augmented Infrastructure: Digital for climate?Fabernovel
 
Sustainability in ICT - a brief study
Sustainability in ICT - a brief studySustainability in ICT - a brief study
Sustainability in ICT - a brief studyKrishna Gopal
 
Enabling the Digital and Green Twin Transition
Enabling the Digital and Green Twin Transition Enabling the Digital and Green Twin Transition
Enabling the Digital and Green Twin Transition Soren Gigler
 
Data For 24/7 Carbon-Free Energy Measurement and Tracking
Data For 24/7 Carbon-Free Energy Measurement and TrackingData For 24/7 Carbon-Free Energy Measurement and Tracking
Data For 24/7 Carbon-Free Energy Measurement and TrackingWorld Resources Institute (WRI)
 
Sustainability & resilience 23 04_15
Sustainability & resilience 23 04_15Sustainability & resilience 23 04_15
Sustainability & resilience 23 04_15ChrisJCook
 
ESG seminar
ESG seminarESG seminar
ESG seminarSnam
 
Role of IT and communication networking in Sustainable Manufacturing
Role of IT and communication networking in Sustainable ManufacturingRole of IT and communication networking in Sustainable Manufacturing
Role of IT and communication networking in Sustainable ManufacturingPrashant Tripathi
 
R2CITIES Newsletter 4/2015
R2CITIES Newsletter 4/2015R2CITIES Newsletter 4/2015
R2CITIES Newsletter 4/2015R2CITIES
 
Enabling technologies cv presentation
Enabling technologies cv presentationEnabling technologies cv presentation
Enabling technologies cv presentationCSR Europe
 
Addressing the challenge of energy efficiency through ICT
Addressing the challenge of energy efficiency through ICTAddressing the challenge of energy efficiency through ICT
Addressing the challenge of energy efficiency through ICTFiras Obeido
 
Greenethiquette : a mandate for a clear cloud
Greenethiquette : a mandate for a clear cloudGreenethiquette : a mandate for a clear cloud
Greenethiquette : a mandate for a clear cloudJean-Michel Franco
 
Mag. Michael Salat (Cisco Systems Austria GmbH)
Mag. Michael Salat (Cisco Systems Austria GmbH)Mag. Michael Salat (Cisco Systems Austria GmbH)
Mag. Michael Salat (Cisco Systems Austria GmbH)Praxistage
 
Green bond fund opportunities for NRENs and universities 2016
Green bond fund opportunities for NRENs and universities 2016Green bond fund opportunities for NRENs and universities 2016
Green bond fund opportunities for NRENs and universities 2016Bill St. Arnaud
 
Data Center Resource Efficiency : a 10-year collaborative effort
Data Center Resource Efficiency : a 10-year collaborative effortData Center Resource Efficiency : a 10-year collaborative effort
Data Center Resource Efficiency : a 10-year collaborative effortGimélec
 
FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015
FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015
FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015IEA_RETD
 

Ähnlich wie apidays LIVE Paris - Deploy digital sobriety by Celine Lescop (20)

energy assessments5
energy assessments5energy assessments5
energy assessments5
 
Emergent Carbon Issues Technologies and Future.pptx
Emergent Carbon Issues Technologies and Future.pptxEmergent Carbon Issues Technologies and Future.pptx
Emergent Carbon Issues Technologies and Future.pptx
 
Study Ardian & Fabernovel - The Augmented Infrastructure: Digital for climate?
Study Ardian & Fabernovel - The Augmented Infrastructure:  Digital for climate?Study Ardian & Fabernovel - The Augmented Infrastructure:  Digital for climate?
Study Ardian & Fabernovel - The Augmented Infrastructure: Digital for climate?
 
Sustainability in ICT - a brief study
Sustainability in ICT - a brief studySustainability in ICT - a brief study
Sustainability in ICT - a brief study
 
Enabling the Digital and Green Twin Transition
Enabling the Digital and Green Twin Transition Enabling the Digital and Green Twin Transition
Enabling the Digital and Green Twin Transition
 
Data For 24/7 Carbon-Free Energy Measurement and Tracking
Data For 24/7 Carbon-Free Energy Measurement and TrackingData For 24/7 Carbon-Free Energy Measurement and Tracking
Data For 24/7 Carbon-Free Energy Measurement and Tracking
 
Sustainability & resilience 23 04_15
Sustainability & resilience 23 04_15Sustainability & resilience 23 04_15
Sustainability & resilience 23 04_15
 
2015_InsiderKnowledgeFinal
2015_InsiderKnowledgeFinal2015_InsiderKnowledgeFinal
2015_InsiderKnowledgeFinal
 
ESG seminar
ESG seminarESG seminar
ESG seminar
 
Role of IT and communication networking in Sustainable Manufacturing
Role of IT and communication networking in Sustainable ManufacturingRole of IT and communication networking in Sustainable Manufacturing
Role of IT and communication networking in Sustainable Manufacturing
 
Sgcp14hampshire
Sgcp14hampshireSgcp14hampshire
Sgcp14hampshire
 
R2CITIES Newsletter 4/2015
R2CITIES Newsletter 4/2015R2CITIES Newsletter 4/2015
R2CITIES Newsletter 4/2015
 
Enabling technologies cv presentation
Enabling technologies cv presentationEnabling technologies cv presentation
Enabling technologies cv presentation
 
Addressing the challenge of energy efficiency through ICT
Addressing the challenge of energy efficiency through ICTAddressing the challenge of energy efficiency through ICT
Addressing the challenge of energy efficiency through ICT
 
Greenethiquette : a mandate for a clear cloud
Greenethiquette : a mandate for a clear cloudGreenethiquette : a mandate for a clear cloud
Greenethiquette : a mandate for a clear cloud
 
Mag. Michael Salat (Cisco Systems Austria GmbH)
Mag. Michael Salat (Cisco Systems Austria GmbH)Mag. Michael Salat (Cisco Systems Austria GmbH)
Mag. Michael Salat (Cisco Systems Austria GmbH)
 
Point de vue n° 28 - english
Point de vue n° 28 - englishPoint de vue n° 28 - english
Point de vue n° 28 - english
 
Green bond fund opportunities for NRENs and universities 2016
Green bond fund opportunities for NRENs and universities 2016Green bond fund opportunities for NRENs and universities 2016
Green bond fund opportunities for NRENs and universities 2016
 
Data Center Resource Efficiency : a 10-year collaborative effort
Data Center Resource Efficiency : a 10-year collaborative effortData Center Resource Efficiency : a 10-year collaborative effort
Data Center Resource Efficiency : a 10-year collaborative effort
 
FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015
FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015
FIN COMMUNITY, IEA RETD workshop in London, 26th August 2015
 

Mehr von apidays

apidays Australia 2023 - A programmatic approach to API success including Ope...
apidays Australia 2023 - A programmatic approach to API success including Ope...apidays Australia 2023 - A programmatic approach to API success including Ope...
apidays Australia 2023 - A programmatic approach to API success including Ope...apidays
 
apidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile API
apidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile APIapidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile API
apidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile APIapidays
 
apidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wise
apidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wiseapidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wise
apidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wiseapidays
 
apidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Ventures
apidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Venturesapidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Ventures
apidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Venturesapidays
 
apidays Singapore 2023 - Digitalising agreements with data, design & technolo...
apidays Singapore 2023 - Digitalising agreements with data, design & technolo...apidays Singapore 2023 - Digitalising agreements with data, design & technolo...
apidays Singapore 2023 - Digitalising agreements with data, design & technolo...apidays
 
apidays Singapore 2023 - Building a digital-first investment management model...
apidays Singapore 2023 - Building a digital-first investment management model...apidays Singapore 2023 - Building a digital-first investment management model...
apidays Singapore 2023 - Building a digital-first investment management model...apidays
 
apidays Singapore 2023 - Changing the culture of building software, Aman Dham...
apidays Singapore 2023 - Changing the culture of building software, Aman Dham...apidays Singapore 2023 - Changing the culture of building software, Aman Dham...
apidays Singapore 2023 - Changing the culture of building software, Aman Dham...apidays
 
apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...
apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...
apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...apidays
 
apidays Singapore 2023 - Beyond REST, Claudio Tag, IBM
apidays Singapore 2023 - Beyond REST, Claudio Tag, IBMapidays Singapore 2023 - Beyond REST, Claudio Tag, IBM
apidays Singapore 2023 - Beyond REST, Claudio Tag, IBMapidays
 
apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...
apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...
apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...apidays
 
apidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartner
apidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartnerapidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartner
apidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartnerapidays
 
apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...
apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...
apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...apidays
 
Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...
Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...
Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...apidays
 
Apidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IO
Apidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IOApidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IO
Apidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IOapidays
 
Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...
Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...
Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...apidays
 
Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...
Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...
Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...apidays
 
Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...
Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...
Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...apidays
 
Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...
Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...
Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...apidays
 
Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...
Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...
Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...apidays
 
Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...
Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...
Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...apidays
 

Mehr von apidays (20)

apidays Australia 2023 - A programmatic approach to API success including Ope...
apidays Australia 2023 - A programmatic approach to API success including Ope...apidays Australia 2023 - A programmatic approach to API success including Ope...
apidays Australia 2023 - A programmatic approach to API success including Ope...
 
apidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile API
apidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile APIapidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile API
apidays Singapore 2023 - Addressing the Data Gap, Jerome Eger, Smile API
 
apidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wise
apidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wiseapidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wise
apidays Singapore 2023 - Iterate Faster with Dynamic Flows, Yee Hui Poh, Wise
 
apidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Ventures
apidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Venturesapidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Ventures
apidays Singapore 2023 - Banking the Ecosystem, Apurv Suri, SC Ventures
 
apidays Singapore 2023 - Digitalising agreements with data, design & technolo...
apidays Singapore 2023 - Digitalising agreements with data, design & technolo...apidays Singapore 2023 - Digitalising agreements with data, design & technolo...
apidays Singapore 2023 - Digitalising agreements with data, design & technolo...
 
apidays Singapore 2023 - Building a digital-first investment management model...
apidays Singapore 2023 - Building a digital-first investment management model...apidays Singapore 2023 - Building a digital-first investment management model...
apidays Singapore 2023 - Building a digital-first investment management model...
 
apidays Singapore 2023 - Changing the culture of building software, Aman Dham...
apidays Singapore 2023 - Changing the culture of building software, Aman Dham...apidays Singapore 2023 - Changing the culture of building software, Aman Dham...
apidays Singapore 2023 - Changing the culture of building software, Aman Dham...
 
apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...
apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...
apidays Singapore 2023 - Connecting the trade ecosystem, CHOO Wai Yee, Singap...
 
apidays Singapore 2023 - Beyond REST, Claudio Tag, IBM
apidays Singapore 2023 - Beyond REST, Claudio Tag, IBMapidays Singapore 2023 - Beyond REST, Claudio Tag, IBM
apidays Singapore 2023 - Beyond REST, Claudio Tag, IBM
 
apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...
apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...
apidays Singapore 2023 - Securing and protecting our digital way of life, Ver...
 
apidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartner
apidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartnerapidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartner
apidays Singapore 2023 - State of the API Industry, Manjunath Bhat, Gartner
 
apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...
apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...
apidays Australia 2023 - Curb your Enthusiasm:Sustainable Scaling of APIs, Sa...
 
Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...
Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...
Apidays Paris 2023 - API Security Challenges for Cloud-native Software Archit...
 
Apidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IO
Apidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IOApidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IO
Apidays Paris 2023 - State of Tech Sustainability 2023, Gaël Duez, Green IO
 
Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...
Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...
Apidays Paris 2023 - 7 Mistakes When Putting In Place An API Program, Francoi...
 
Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...
Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...
Apidays Paris 2023 - Building APIs That Developers Love: Feedback Collection ...
 
Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...
Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...
Apidays Paris 2023 - Product Managers and API Documentation, Gareth Faull, Lo...
 
Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...
Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...
Apidays Paris 2023 - How to use NoCode as a Microservice, Benjamin Buléon and...
 
Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...
Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...
Apidays Paris 2023 - Boosting Event-Driven Development with AsyncAPI and Micr...
 
Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...
Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...
Apidays Paris 2023 - API Observability: Improving Governance, Security and Op...
 

Kürzlich hochgeladen

Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 

Kürzlich hochgeladen (20)

Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 

apidays LIVE Paris - Deploy digital sobriety by Celine Lescop

  • 1. www.theshiftproject.org Deploy Digital Sobriety Guiding organizations toward a sustainable information system • 10 December 2020 lescop.celine@gmail.com @theShiftPR0JECT
  • 2. Céline LESCOP – Lead Digital Sustainability & Data Architect (AXA Group Operations) The Shift Project – Chapter 2 pilot https://www.linkedin.com/in/celinelescop/
  • 3. Internal The Shift Project a French think tank advocating the shift to a post-carbon economy • We establish working groups on the most sensitive and decisive issues of the transition to a post-carbon economy • We produce robust, and quantified statements on key aspects of the transition • We bring forward innovative proposals, and we pay particular attention to appropriately-scaled solutions INFORMING FIRST… • We engage in lobbying initiatives targeting political and economic decision-makers to promote the recommendations of our working groups • We host events designed to encourage discussion between stakeholders • We build partnerships with both professional organisations and academic players …THEN INFLUENCING
  • 4. Agenda • The context of the climat / energy problem & the digital environmental impact – 15’ • Guide organizations toward a sustainable information system – 20’ • Q&A – 20’
  • 5.
  • 6. Climate change : reducing CO2 emissions is urgent ! Opérer cette réduction est une transformation difficile !
  • 7. Internal Digital, a tool or a challenge for the carbon transition ?
  • 8. Internal Digital is a problem from Green house gas emissions point of view but also for rare earth requirements
  • 11. Internal WHY IS SOBRIETY THE FIRST MANDATORY TARGET • 80% of electricity WW today is produced from fossil fuel • Buying electricity with most renewable guarantee of origin is not efficient to change the electricity mix of the location … but is allows to calculate zero emissions for electricity in carbon accounting • There is no clean energy…our economy is also addict to metals. We have to minimize consumption of any non renewable resource • Power Purchase Agreement as green power product generate better result as they allow a long term contract with the producer, guaranteed purchasing prices and a way to develop new renewable electricity capabilities productions that can change the emissions of the grid
  • 13. Internal Focus on green power products • Most of Green power products have little impact on electricity carbon emissions. A single company’s purchase via a supplier or through a direct contract may not itself change overall grid emissions at the time of purchase. This is because most green power products are based on instruments from existing energy generation facilities. • A market-based method reflects emissions from electricity that companies have purposefully chosen leveraging green power product (or their lack of choice). It allows decreasing the emissions of electricity in carbon accounting but the real impact on total emissions is not obvious. • A location-based method reflects the average emissions intensity of grids on which energy consumption occurs (using mostly grid-average emission factor data). With this method, only a reduction of electricity consumption or a change in the average emissions intensity of grids allows a reduction. • Companies with any operations in markets providing product or supplier-specific data in the form of contractual instruments shall report scope 2 emissions in two ways. • Reduction of required kWh is a mandatory target to be in line in Paris Agreement objectives • PPA (Power Purchase Agreement) as green power product generate better result as they allow a long term contract with the producer, guaranteed purchasing prices and a way to develop new renewable electricity capabilities productions that can change the emissions of the grid http://www.carbone4.com/wp-content/uploads/2018/12/Publication-Electricite-verte.pdf https://www.there100.org/sites/re100/files/2020-10/RE100%20Technical%20Criteria.pdf https://ghgprotocol.org/sites/default/files/ghgp/standards/Scope%202%20Guidance_Final_0.pdf
  • 14. Internal Il n’existe par d’énergie « propre »…et il y a un risque de convertir le problème des énergies fossiles en un problème de métaux rares : l’usage de ressources non renouvelables doit être minimisé L’image de fond est la photo de la plus grande mine de cuivre à ciel ouvert 4km de diamètre, 1km de profondeur) Chuquicamata au Chili. Elle est extraite du documentaire « La Face cachée des énergies vertes ». Le tableau comparant les émissions selon les sources d’énergie vient de la base carbone de l’ADEME https://www.bilans-ges.ademe.fr/
  • 15. Huge progress in energy efficiciency but slowing down Doubling every 2 years Processors energy efficiency : increasing number of executed instruction per kWh Mobile network efficiency : decreasing required kWh by Gbyte
  • 16. Digital volumes have grown faster: need for sobriety X 10 in 8 years X 35 in 8 years Mobile traffic X 20 in 8 years
  • 17. 17 Systemic applied to information system : an exponential growth to regulate Final Equipment Data Services Usages IT waste + + + + Business digitalization demand + + IT Cost + ++ Extracted raw materials Consumed Energy + + Technology potential (performance, storage capacity…) + CO2 / Pollution +++ + + + + + System Thinking applied to the Information System of an organization - inspired by Thinking in Systems by Donella Meadows
  • 18. 18 Systemic applied to information system : an exponential growth to regulate Final Equipment Data Services Usages IT waste + + + + Business digitalization demand + + IT Cost + ++ Extracted raw materials Consumed Energy + + Technology potential (performance, storage capacity…) + CO2 / Pollution +++ + + + + + System Thinking applied to the Information System of an organization - inspired by Thinking in Systems by Donella Meadows Reduce, Reuse, Repair, Recycle Measure Optimize Concious, reduce, optimize Reduce, Optimize Reduce, Optimize
  • 19. Checking relevance for energy transition Requires rigorous method Opportunity for transition Environnemental cost Direct economies Optimization Monitoring etc. Energy for production Energy for use Mined ressources etc.
  • 20. Digital : a transition to think of « Do it because we can » « Do it because it is usefull Deployed solutions have to be chosen for their net positive impact ONLY Energy transition requires Digital solutions Any Digital Solution has an environmental impact CO 2
  • 21. Agenda • The context of the climat / energy problem & the digital environmental impact – 15’ • Guide organizations toward a sustainable information system – 20’ • Q&A – 20’
  • 22. Deploy Digital Sustainability • The chapter 2 « Guide organizations toward a sustainable information system » came from the acknowledgement by “enterprise architects” of Lean- ICT 2018 report that has stated the ICT worldwide environmental impact and its evolution • The purpose was to serve the sustainable information system target leveraging the enterprise architecture … as a systemic transformation approach for a systemic problem • Out of constraints the workgroup (10 persons more than half are enterprise architects) we have made a VISION in a “Target first” style • In parallel we are concretely deploying this approach across the group AXA • IT Professional role to guide the society will be key
  • 23. Internal Build a Digital Sustainability Strategy • Strong sponsorship of general management is key • The « infobesity » : a risk of cost of non agility and a risk not to be able to adapt energy transition • The Digital side of the enterprises purpose PACTE law in France (2019) • A big transformation to be embodied by top management / management comitte
  • 24. Internal Develop the IT sustainability culture • A transformation that has a powerful meaning and that allows corporate responsibility operational set-up • Develop awareness across all employees, train IT professionals, purchasing team or any other concerned employee • Communicate internally but also externally on the transformation : CR week, social network. • Frugal innovation : do it because it is useful and not because we can do it
  • 25. Internal Measure information systems environmental footprint from craddle to crave
  • 26. Internal Design & build a sustainable Information System Ex : Restreindre l’accès à certains sites (vidéos, streaming…), restreindre au strict nécessaire les utilisateurs autorisés à accéder à une application donnée
  • 27. Internal Govern the transition toward a sustainable information system • Set-up guidelines, principles to support sustainable decision at all level of the organization • Evolve decisions bodies to align them with environmental objectives • Govern the architecture delivery and check its conformity with environmental objectives • Manage the environmental information system debtArchitecture Principles of a sustainable information system « Sustainable development starts with a business approach relying on principles » - United Nation Global Compact
  • 28. Internal Collaborate with customers, providers, partners, authorities to provide sustainable solutions
  • 29. • Février 2020 - L’Etat après la promulgation de la loi anti-gaspillage pour une économie circulaire, lance les travaux de méthodologie avec l’ADEME sur l’obligation de rendre disponible et public l’impact carbone de sa consommation numérique à chaque consommateur dès fin 2021 • Juillet 2020 - Le Conseil national du numérique publie une feuille de route sur l'environnement et le numérique réalisée en partenariat avec le Haut conseil pour le climat • Juin 2020 - Sénat - Mission d’information sur l’empreinte environnementale du numérique • Juin 2020 - France Stratégie –La consommation de métaux du numérique : un secteur loin d’être dématérialisé • Convention citoyenne pour le climat – Objectif « Accompagner l'évolution du numérique pour réduire ses impacts environnementaux »
  • 31. What needs to happen / is happening Enterprises ➢Create mindset ➢Integrated strategies ➢Adapted governance ➢Tooling Regulators ➢ Digital sector ➢ Carbon « tax » ➢ Data sobriety in sectorial requirements Vendors ➢Provide transparency ➢Change business models ➢New players Consumers ➢Informed ➢Sustainability in buying criteria
  • 32. Agenda • The context of the climat / energy problem & the digital environmental impact – 15’ • Guide organizations toward a sustainable information system – 20’ • Q&A – 20’