Energy efficient data centres
Data centres (DCs) are foundational digital infrastructure, underpinning cloud computing, data storage, and the delivery of various online services across different economic sectors. Their increased growth in all regions of the globe reinforces the need to continue the E2DC workshop series which focuses on innovative methods to improve energy-efficiency of DCs. E2DC concentrates on a broader context of the DC ecosystem by investigating its interactions with smart cities and grids, and other sector couplings. Additionally, scientific approaches to address the broader environmental impact of digital services needs to be addressed through methods that optimize for the dual goals of environmental sustainability and energy usage. In addition to the general workshop topics around energy efficiency and sustainability, the workshop is envisaged to include research of how AI technologies can help improve DC efficiency, reliability, and assist in broadening their interaction with external dynamically growing systems such as smart cities and smart grids, and next generation district heating networks.
14th International Workshop on Energy-Efficient Data Centres (E2DC 2026)
This year we concentrate on the intersection of computing workloads and energy networks reliability and stability. The specific focus will be on the emerging challenges of maintaining high reliability for critical compute tasks while unlocking the flexibility required to support a sustainable, constrained power grid. The workshop provides a forum for scientists, engineers, and practitioners to exchange ideas on how data centers can evolve from passive loads into active grid assets. We will explore how "interruptible" loads can provide demand response, frequency regulation, and voltage support without compromising computational service level objectives (SLOs).
Important Dates
March 24th , 2026
April 7th , 2026
Paper Registration and Submission
April 21st , 2026
Notification of Acceptance
May 12th , 2026
Final Manuscript Due
Call for Papers
The workshop invites original papers of up to 8 pages that have not been previously published or currently under consideration and/or review for publication elsewhere. Topics include, but are not limited to:
- New architectures of the data centre ecosystem to cope with dynamic demands and requirements of large data processing, e.g. distributed data centres, edge data centres.
- Innovative use of new hardware and software technologies, including novel cooling approaches and coordination with backup and battery operations.
- Data center and computing load modeling, measurement and forecast.
- Workload scheduling and shifting for demand response, peak and ramp shaving.
- Integration and interaction with energy grids, e.g. demand side response approaches for power grids, waste heat re-use in district heating networks, approaches to maximise the use of renewable energy sources in data centres, etc.
- Understanding and mitigating the impact of bursty AI training/inference loads on local grids.
- Reliability metrics for grid-interactive data centers.
- Virtual Power Plants (VPP) utilizing distributed compute resources.
- Hardware-software co-design for energy-aware computing.
Submission and publication of the work
The workshop will be co-located with ACM e-Energy 2026 Please submit your manuscript via submission portal. Manuscripts will be published in the ACM proceedings and must adhere to ACM format (with 8 pages limit including references). Submission implies the willingness of at least one author to register and present the paper at E2DC. The organizers reserve the right to exclude a paper from publication if it is not presented. For more information please contact the organizers: Ariel Oleksiak (ariel at man.poznan.pl), Jon Summers (jon.summers at ri.se), Shaohui Liu (shaohuil at mit.edu), Deepjyoti Deka (deepj87 at mit.edu)
KEYNOTE SPEAKER
Alfonso Ortega
(Villanova University, USA)
Cogenerative Waste Heat Re-use for Power and Cooling Offset in Large Scale Data Centers
E2DC WORKSHOP PROGRAM 2026
08:00 am – 08:30 am
Registration and welcome coffee
08:30 am - 09:10 am
Keynote:
Cogenerative Waste Heat Re-use for Power and Cooling Offset in Large Scale Data CentersAlfonso Ortega (Villanova University, USA)
09:10 am - 09:35 am
[Paper] A Modular Digital Twin Framework for Waste Heat Recovery and Workload Orchestration in Data Centres
Henrik Barestrand, Axel Kärnebro, Richa Upadhyay, Jon Summers, Cagatay Yilmaz (RISE Research Institutes of Sweden, SE)
09:35 am – 10:00 am
[Paper] Projecting the Consequences of Climate Change on the Operation of European Data Centers
J. Schiller, Y. Bache, M. Pruckner (University of Würzburg, DE)
10:00 am – 10:30 am
Coffee
10:30 am - 11:00 am
[Paper] Inter-Data-Center Workload Migration for Grid-Interactive Balancing Services: A Field Demonstration
Ryota Morimoto, Satoshi Kaneko, Yoji Ozawa (Hitachi, JP), Tetsu Moriwake (Hitachi Solutions West Japan, Ltd.), Yuichi Nabetani, Soichiro Kumagai, Takuya Sato (TEPCO Power Grid, Inc.)
11:00 am - 11:30 am
[Paper] Locational Pricing for Generative-AI Services via Token-Flow Market Clearing
Shaohui Liu (MIT, USA)
11:30 am - 12:00 pm
[Paper] Battery-Assisted Ramp Rate Control of AI Data Centers: Change-Point Detection and Optimal Algorithm Design
Nardos Belay Abera, Petr Musilek, Yize Chen et al (University of Alberta, CA)
12:00 pm – 13:00 pm
Lunch
13:00 pm – 13:30 pm
[Talk] How to Achieve 100% Heat Capture on 500kW+ Racks
Milad Samie (CoolIT, CA)
13:30 pm – 14:00 pm
[Talk] Reducing the environmental impact of data center through optimal integration with district thermal network
Sicheng Zhan (MIT, USA)
14:00 pm – 14:30 pm
[Talk] Study of data center waste heat re-use scenarios
Ariel Oleksiak (PCSS, PL)
14:30 pm – 15:00 pm
Coffee
15:00 pm – 15:30 pm
[Talk] Grid-Aware Optimization and Modeling for Large-Scale Data Centers
Deep Deka (MIT, USA)
15:30 pm – 16:00 pm
[Talk] The unseen AI disruptions for power grids: LLM-induced transients
Yuzhuo Li (University of Alberta, CA)
16:00 pm – 16:30 pm
[Talk] Reflections from the chair of the future technologies symposium of OCP
Jon Summers (RISE, SE)
16:30 pm – 17:00 pm
Final discussion and closing
Workshop Chairs
Ariel Oleksiak
Poznan Supercomputing and Networking Center, Poland
ariel@man.poznan.pl
Jon Summers
RISE Research Institutes of Sweden, Sweden
jon.summers@ri.se
Shaohui Liu
MIT, United States of America
shaohuil@mit.edu
Deepjyoti Deka
MIT, United States of America
deepj87@mit.edu
Technical Programme Committee
Bilge Acun
Meta, United States of America
Boudewijn R. Haverkort
University of Twente, Netherlands
Christian Wasserman
RWTH Aachen University, Germany
George Da Costa
University of Toulouse, France
Gunnar Schomaker
Paderborn University, Germany
Hongyang Sun
University of Kansas, United States of America
Jonas Gustafsson
RISE Research Institutes of Sweden, Sweden
Juan Senga
MIT, United States of America
Line Roald
UW Madison, United States of America
Matthias Maiterth
Nvidia/Ork Ridge National Lab, United States of America
Robert Basmadjian
University Mohammed VI Polytechnic, Morocco
Sid Jana
Intel, United States of America
Sungho Shin
MIT, United States of America
Tejus R
Meta, United States of America
Torsten Wilde
Hewlett Packard Enterprise (HPE), Germany
Tudor Cioara
Technical University Cluj-Napoca, Romania
Vladimir Dvorkin
UMich, United States of America
Xavier Hesselbach-Serra
Universitat Politecnica de Catalunya, Spain
Yize Chen
UAlberta, Canada
Contact
Ariel Oleksiak (ariel at man.poznan.pl)
Jon Summers (jon.summers at ri.se)
Shaohui Liu (shaohuil at mit.edu)
Deepjyoti Deka (deepj87 at mit.edu)
