2025

Journal articles

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda. Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability. Journal of Machine Learning Research, 2025, 26 (132), pp.1-74. ⟨hal-04329790v3⟩

Conference papers

Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere, Éric Moulines. Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency. European Conference on Artificial Intelligence (ECAI), Oct 2025, Bologna, Italy. ⟨hal-04938472v3⟩

Preprints, Working Papers, ...

Céline Comte, Pascal Moyal. Arrival Control in Quasi-Reversible Queueing Systems: Optimization and Reinforcement Learning. 2025. ⟨hal-05074406v2⟩

Céline Comte, Isaac Grosof. Graph-Based Product Form. 2025. ⟨hal-04956887v2⟩

2023

Preprints, Working Papers, ...

Céline Comte, Fabien Mathieu, Sushil Mahavir Varma, Ana Bušić. Online Stochastic Matching: A Polytope Perspective. 2025. ⟨hal-03502084v6⟩

2022

Journal articles

Céline Comte. Stochastic Non-Bipartite Matching Models and Order-Independent Loss Queues. Stochastic Models, 2022, pp.1-36. ⟨10.1080/15326349.2021.1962352⟩. ⟨hal-03468064v2⟩

2021

Journal articles

Céline Comte, Jan-Pieter Dorsman. Pass-and-Swap Queues. Queueing Systems, 2021, ⟨10.1007/s11134-021-09700-3⟩. ⟨hal-03224101⟩

Book sections

Céline Comte, Jan-Pieter Dorsman. Performance Evaluation of Stochastic Bipartite Matching Models. Performance Engineering and Stochastic Modeling, 13104, Springer International Publishing, pp.425-440, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-91825-5_26⟩. ⟨hal-03468055v2⟩

Conference papers

Céline Comte. Modèle de couplage stochastique non-biparti. ALGOTEL 2021 - 23èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Sep 2021, La Rochelle, France. ⟨hal-03219422⟩

Mark van Der Boor, Céline Comte. Load Balancing in Heterogeneous Server Clusters: Insights From a Product-Form Queueing Model. 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), Jun 2021, Tokyo, Japan. pp.1-10, ⟨10.1109/IWQOS52092.2021.9521355⟩. ⟨hal-03331759⟩

2020

Journal articles

Céline Comte, Fabien Mathieu. Kleinberg's grid unchained. Theoretical Computer Science, 2020, 826-827, pp.25-39. ⟨10.1016/j.tcs.2018.09.025⟩. ⟨hal-02052607⟩

2019

Journal articles

Céline Comte. Dynamic load balancing with tokens. Computer Communications, 2019, 144, pp.76-88. ⟨10.1016/j.comcom.2019.05.007⟩. ⟨hal-02340255⟩

Conference papers

Anne Bouillard, Céline Comte, Élie de Panafieu, Fabien Mathieu. 0 = 0, c'est le truc du noyau ! Application aux files d'attente. ALGOTEL 2019 - 21èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Jun 2019, Saint Laurent de la Cabrerisse, France. ⟨hal-02118156⟩

Céline Comte. Rien ne sert de prédire ; il faut servir ancien.. ALGOTEL 2019 - 21èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Jun 2019, Saint Laurent de la Cabrerisse, France. ⟨hal-02118170⟩

PhD thesis, HDR

Céline Comte. Resource management in computer clusters : algorithm design and performance analysis. Networking and Internet Architecture [cs.NI]. Institut Polytechnique de Paris, 2019. English. ⟨NNT : 2019IPPAT001⟩. ⟨tel-02413496⟩

2018

Conference papers

Anne Bouillard, Céline Comte, Élie de Panafieu, Fabien Mathieu. Of Kernels and Queues: when network calculus meets analytic combinatorics. NetCal 2018, Sep 2018, Vienne, Austria. ⟨hal-01889101⟩

Thomas Bonald, Céline Comte, Fabien Mathieu. Un seul serveur vous manque, et tout est découplé !. ALGOTEL 2018 - 20èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2018, Roscoff, France. ⟨hal-01773674⟩

Céline Comte. Dynamic Load Balancing with Tokens. IFIP Networking, May 2018, Zurich, Switzerland. ⟨10.23919/IFIPNetworking.2018.8697018⟩. ⟨hal-01758912v2⟩

2017

Journal articles

Thomas Bonald, Céline Comte, Virag Shah, Gustavo de Veciana. Poly-symmetry in processor-sharing systems. Queueing Systems, 2017, ⟨10.1007/s11134-017-9525-2⟩. ⟨hal-01513544v2⟩

Thomas Bonald, Céline Comte, Fabien Mathieu. Performance of Balanced Fairness in Resource Pools: A Recursive Approach. Proceedings of the ACM on Measurement and Analysis of Computing Systems , 2017, 1 (2), pp.1-25. ⟨10.1145/3154500⟩. ⟨hal-01630420v3⟩

Thomas Bonald, Céline Comte. Balanced Fair Resource Sharing in Computer Clusters. Performance Evaluation, 2017, ⟨10.1016/j.peva.2017.08.006⟩. ⟨hal-01581786⟩

Conference papers

Thomas Bonald, Céline Comte, Fabien Mathieu. À la racine du parallélisme. ALGOTEL 2017 - 19èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2017, Quiberon, France. ⟨hal-01517150⟩

Céline Comte, Fabien Mathieu. La Grille de Kleinberg, l’Univers et le Reste. ALGOTEL 2017 - 19èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2017, Quiberon, France. pp.1-4. ⟨hal-01517123⟩

Reports

Thomas Bonald, Céline Comte, Fabien Mathieu. À la racine du parallélisme. [Rapport de recherche] Telecom ParisTech. 2017. ⟨hal-01476889v3⟩

2016

Journal articles

Thomas Bonald, Céline Comte. The multi-source model for dimensioning data networks. Computer Networks, 2016, ⟨10.1016/j.comnet.2016.03.019⟩. ⟨hal-01314992⟩

Reports

Thomas Bonald, Céline Comte. Performance of a Server Cluster with Parallel Processing and Randomized Load Balancing. [Research Report] Telecom ParisTech. 2016. ⟨hal-01306343⟩