World's Best Scientists 2026 revealed!
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Computer Science
Switzerland
2025

D-Index & Metrics

Computer Science

D-Index
58
Citations
24067
World Ranking
3534
National Ranking
79

Research.com Recognitions

  • 2025 - Research.com Computer Science in Switzerland Leader Award
  • 2022 - Research.com Computer Science in Switzerland Leader Award
  • 2016 - ACM Fellow For contributions to large-scale distributed computing.
  • 2013 - Member of Academia Europaea

Overview

Anne-Marie Kermarrec is affiliated with the École Polytechnique Fédérale de Lausanne in Switzerland. Their research primarily spans the field of Computer Science, with significant contributions to several subfields including Artificial Intelligence, Computer Networks and Communications, Information Systems, Sociology and Political Science, and Electrical and Electronic Engineering.

The scientist's work covers multiple core topics such as Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques, Cryptography and Data Security, Mobile Crowdsensing and Crowdsourcing, Recommender Systems and Techniques, Caching and Content Delivery, and Machine Learning and Algorithms.

Recent publications by Anne-Marie Kermarrec include:

  • FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction, 2022, ACM Transactions on Intelligent Systems and Technology
  • Epidemic Learning: Boosting Decentralized Learning with Randomized Communication, 2023, arXiv (Cornell University)
  • TEE-based decentralized recommender systems: The raw data sharing redemption, 2022, 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
  • Rethinking Personalized Client Collaboration in Federated Learning, 2024, IEEE Transactions on Mobile Computing
  • Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data, 2022, arXiv (Cornell University)

Anne-Marie Kermarrec frequently collaborates with other researchers. Prominent co-authors include Rafael Pires, Martijn de Vos, Akash Dhasade, Rachid Guerraoui, and Sayan Biswas.

Their publications are featured extensively in venues such as arXiv (Cornell University), the 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS), Proceedings on Privacy Enhancing Technologies, ACM Transactions on Intelligent Systems and Technology, and IEEE Transactions on Mobile Computing.

Anne-Marie Kermarrec has been recognized with awards including the ACM Fellow in 2016, for contributions to large-scale distributed computing, and membership in the Academia Europaea awarded in 2013.

Best Publications

  • The many faces of publish/subscribe

    Patrick Th. Eugster;Pascal A. Felber;Rachid Guerraoui;Anne-Marie Kermarrec

  • Scribe: a large-scale and decentralized application-level multicast infrastructure

    M. Castro;P. Druschel;A.-M. Kermarrec;A.I.T. Rowstron

  • SplitStream: high-bandwidth multicast in cooperative environments

    Miguel Castro;Peter Druschel;Anne-Marie Kermarrec;Animesh Nandi

  • SCRIBE: The Design of a Large-Scale Event Notification Infrastructure

    Antony I. T. Rowstron;Anne-Marie Kermarrec;Miguel Castro;Peter Druschel

  • Epidemic information dissemination in distributed systems

    P.T. Eugster;R. Guerraoui;A.-M. Kermarrec;L. Massoulie

  • Lightweight probabilistic broadcast

    P. Th. Eugster;R. Guerraoui;S. B. Handurukande;P. Kouznetsov

  • Peer-to-peer membership management for gossip-based protocols

    A.J. Ganesh;A.-M. Kermarrec;L. Massoulie

  • Gossip-based peer sampling

    Márk Jelasity;Spyros Voulgaris;Rachid Guerraoui;Anne-Marie Kermarrec

  • Probabilistic reliable dissemination in large-scale systems

    A.-M. Kermarrec;L. Massoulie;A.J. Ganesh

  • The peer sampling service: experimental evaluation of unstructured gossip-based implementations

    Márk Jelasity;Rachid Guerraoui;Anne-Marie Kermarrec;Maarten van Steen

  • An evaluation of scalable application-level multicast built using peer-to-peer overlays

    M. Castro;M. B. Jones;A.-M. Kermarrec;A. Rowstron

  • SplitStream: High-Bandwidth Content Distribution in Cooperative Environments

    Miguel Castro;Peter Druschel;Anne-Marie Kermarrec;Animesh Nandi

  • From Epidemics to Distributed Computing

    P. Th. Eugster;R. Guerraoui;A.-M. Kermarrec;L. Massoulie

  • Peer counting and sampling in overlay networks: random walk methods

    Laurent Massoulié;Erwan Le Merrer;Anne-Marie Kermarrec;Ayalvadi Ganesh

  • SCAMP: Peer-to-Peer Lightweight Membership Service for Large-Scale Group Communication

    Ayalvadi J. Ganesh;Anne-Marie Kermarrec;Laurent Massoulié

  • The IceCube approach to the reconciliation of divergent replicas

    Anne-Marie Kermarrec;Antony Rowstron;Marc Shapiro;Peter Druschel

  • Gossiping in distributed systems

    Anne-Marie Kermarrec;Maarten van Steen

  • Connectivity-Guaranteed and Obstacle-Adaptive Deployment Schemes for Mobile Sensor Networks

    Guang Tan;S.A. Jarvis;A.-M. Kermarrec

  • Lightweight probabilistic broadcast

    P.T. Eugster;R. Guerraoui;S.B. Handurukande;A.-M. Kermarrec

  • Clustering in peer-to-peer file sharing workloads

    F. Le Fessant;S. Handurukande;A. M. Kermarrec;L. Massoulié

Frequent Co-Authors

Rachid Guerraoui
Rachid Guerraoui École Polytechnique Fédérale de Lausanne
Laurent Massoulié
Laurent Massoulié French Institute for Research in Computer Science and Automation - INRIA
Ayalvadi Ganesh
Ayalvadi Ganesh University of Bristol
Michel Raynal
Michel Raynal Institut de Recherche en Informatique et Systèmes Aléatoires
Antony Rowstron
Antony Rowstron Microsoft (United States)
Peter Druschel
Peter Druschel Max Planck Institute for Software Systems
Miguel Castro
Miguel Castro Microsoft (United States)
Maarten van Steen
Maarten van Steen University of Twente
Márk Jelasity
Márk Jelasity University of Szeged
Pascal Felber
Pascal Felber University of Neuchâtel

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