Minor Digitalization and Environment: Friend or Foe?

 
Coordinators: Guillaume Urvoy-Keller and Luc Deneire, Full Professors, i3S (Université Côte d'Azur, CNRS)
SCHEDULE
Updated Nov.4
 

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
  • David Baldassin, post-doc, i3S laboratory / Field of expertise: Networking and sustainable computing 
  • Clément Courageux-Sudan, Associate professor, I3S laboratory / Field of expertise: Networking and sustainable computing
  • Luc Deneire, Full professor, i3S laboratory / Field of expertise: Networking and telecommunication
  • Frédéric Giroire, DR CNRS; Inria/i3S / Field of expertise: Optimization, Analysis of algorithms, with applications to telecommunications and networking
  • Mélanie Olivari, PhD candidate, GREDEG / Field of expertise: Law
  • Guillaume Urvoy-Keller, Full professor, i3S laboratory / Field of 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 (updated Nov.4)

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

Clément Courageux-Sudan

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
Visio Zoom

12/11/2026

9h00-12h00

The case of Data Centers

Guillaume Urvoy-Keller
David Baldassin

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