FORMAT
Classroom
LOCATION
Campus SophiaTech, Templiers
Prerequisites
Yes, see below
Capacity
25 students
About this minor
- Summary
-
Learning Outcomes
- Good understanding of the environmental challenges faced by humanity
- Good understanding of the environmental impact of ICT and how tech companies address it
- Practical knowledge of some key digital objects from their energy and environmental footprint perspective: smartphone, data centers
- Introduction to the design of energy efficient algorithms in IT (telco, data centers)
- Introduction on how law addresses digital objects and services
Contents
- Session 1 - The Anthropocentric age
- Carbon emission origin
- Geographic and sector breakdown
- The Paris agreement
- Hands-on on Kaya equation: understanding the key levers on worldwide CO2 emissions.
- Session 2 - Questioning Digitalization
- The importance of tech for human societies
- Energy for the dummies
- GHG protocol and reporting by companies
- Case study: Netflix and GHG emissions of video streaming
- Session 3 - Measuring direct and indirect impact of ICT (Information and Communication Technology)
- Production vs. Usage
- Ecological impact (minerals, air, water)
- Life Cycle Assessment
- Green IT and IT for Green
- Case study: smartphone
- Session 4 - Lab on Power and Energy of Computers and network workloads
- Graded lab
- Session 5 - The case of Data Centers
- Local and national impact, e.g. land use, energy and power
- How much does it cost to power a data center with renewable energy
- Load adaptation to energy availability and main grid: video transcoding and AI
- Session 6 - Green Algorithm Design
- Types of algorithms
- Application to mobile networks, landline networks and data centers
- Session 7 - Law, Environment and Digital world
- Disruptive Technology and their ecological impact
- Compliance with Law
- Session 8 - MCQ and oral presentation of selected research articles and open debate led by students
- Lecturers
-
- Clément Courageux-Sudan, Associate professor, I3S laboratory. Field expertise: Networking and sustainable computing
- Luc Deneire, Full professor, i3S laboratory. Field expertise: Networking and telecommunication
- Frédéric Giroire, DR CNRS; Inria/i3S. Field expertise: Optimization, Analysis of algorithms, with applications to telecommunications and networking
- Mélanie Olivari, PhD candidate, GREDEG. Field expertise: Law
- Guillaume Urvoy-Keller, Full professor, i3S laboratory. Field expertise: Networking and sustainable computing
- Prerequisites
-
- Students must be able to install and run softwares on their computers.
- Bibliography
-
- Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks, Carole-Jean Wu: Chasing Carbon: The Elusive Environmental Footprint of Computing. IEEE Micro 42(4): 37-47 (2022)
- Netflix’s 2022 ESG report, available here: https://s22.q4cdn.com/959853165/files/doc_downloads/2023/06/29/Netflix_2022-ESG-Report-FINAL.pdf
- Malmodin, Jens, et al. "ICT sector electricity consumption and greenhouse gas emissions–2020 outcome." Telecommunications Policy 48.3 (2024): 102701.
- Vlad C. Coroama, et al. : Digital Rebound - Why Digitalization Will not Redeem us our Environmental Sins. ICT4S 2019
- Jan Bieser and Lorenz Hilty, “Assessing Indirect Environmental Effects of Information and Communication Technology (ICT) : A Systematic Literature Review”, Sustainability 2018
- Horner, Nathaniel C., Arman Shehabi, and Inês L. Azevedo. "Known unknowns: indirect energy effects of information and communication technology." Environmental Research Letters 11.10 (2016): 103001.
- Gnibga, Wedan Emmanuel, Anne Blavette, and Anne-Cécile Orgerie.”Renewable energy in data centers: the dilemma of electrical grid dependency and autonomy costs.” IEEE transactions on sustainable computing 9.3 (2023): 315-328.
- Anna Vandi, Ramon Aparicio-Pardo Guillaume Urvoy-Keller, Green Data Centers as Grid-Forming Support Assets. In IEEE International Conference on Communications (ICC 2026).
- FUN MOOC (FR) https://www.fun-mooc.fr/fr/cours/impacts-environnementaux-du-numerique/
- Evaluation
-
Type of evaluation
Date or Submission deadline
Time
Location
(for on-site exams)
% of the final grade
Graded lab (= TP noté)
Date
05/11/2026
9h
SophiaTech campus, Templiers, room B207
25 %
Oral presentation
Date
03/12/2026
9h
SophiaTech campus, Templiers, room B207
50 %
MCQ
Date
03/12/2026
9h
SophiaTech campus, Templiers, room B207
25 %
SCHEDULE FALL 2026
Mind the evaluation modalities and deadlines in the "Evaluation" tab above.
|
Date |
Time |
Course title |
Lecturer |
Location |
|
08/10/2026 |
9h00-12h00 |
The Anthropocentric age |
Luc Deneire |
SophiaTech campus, Templiers, room B207 |
|
15/10/2026 |
9h00-12h00 |
Questioning Digitalization |
Guillaume Urvoy-Keller |
SophiaTech campus, Templiers, room B207 |
|
22/10/2026 |
9h00-12h00 |
Measuring direct and indirect impact of ICT |
Clément Courageux-Sudan |
SophiaTech campus, Templiers, room B207 |
|
05/11/2026 |
9h00-12h00 |
Lab on Power and Energy of Computers and network workloads |
Clément Courageux-Sudan |
SophiaTech campus, Templiers, room B207 |
|
12/11/2026 |
9h00-12h00 |
The case of Data Centers |
Guillaume Urvoy-Keller |
SophiaTech campus, Templiers, room B207 |
|
19/11/2026 |
9h00-12h00 |
Green Algorithm Design |
Frédéric Giroire |
SophiaTech campus, Templiers, room B207 |
|
26/11/2026 |
9h00-12h00 |
Law, Environment and Digital world |
Mélanie Olivari |
SophiaTech campus, Templiers, room B207 |
|
03/12/2026 |
9h00-13h00 |
MCQ and oral presentation |
Guillaume Urvoy-Keller and Luc Deneire |
SophiaTech campus, Templiers, room B207 |