Minor Digitalization and Environment: Friend or Foe?

Coordinators: Guillaume Urvoy-Keller and Luc Deneire, Full Professors, i3S (Université Côte d'Azur, CNRS)
 

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/ 

Université Côte d'Azur's Library Resources

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