K -MLIO: Enabling K -Means for Large Data-Sets and Memory Constrained Embedded Systems. - Camélia Slimani; Stéphane Rubini; Jalil Boukhobza (MASCOTS, 2019)

HyMAD: a hybrid memory-aware DVFS strategy. - Camélia Slimani; Stéphane Rubini; Jalil Boukhobza (SIGBED Rev., 2019)

RaFIO: a random forest I/O-aware algorithm. - Camélia Slimani; Chun-Feng Wu; Yuan-Hao Chang 001; Stéphane Rubini; Jalil Boukhobza (SAC, 2021)

Vers des algorithmes d'apprentissage automatique économes en E/S pour les systèmes embarqués : application aux K-means et Random Forests. (Towards I/O-efficient Edge Intelligence algorithms : K-means and Random Forests). - Camélia Slimani (2022)

Characterizing Intrusion Detection Systems On Heterogeneous Embedded Platforms. - Camélia Slimani; Louis Morge-Rollet; Laurent Lemarchand; Frédéric Le Roy; David Espes; Jalil Boukhobza (DSD, 2023)

Training K-Means on Embedded Devices: A Deadline-Aware and Energy Efficient Design. - Hafsa Kara Achira; Camélia Slimani; Jalil Boukhobza (MASCOTS, 2023)

Accelerating Random Forest on Memory-Constrained Devices Through Data Storage Optimization. - Camélia Slimani; Chun-Feng Wu; Stéphane Rubini; Yuan-Hao Chang 001; Jalil Boukhobza (IEEE Trans. Computers, 2023)

HeROcache: Storage-Aware Scheduling in Heterogeneous Serverless Edge - The Case of IDS. - Vincent Lannurien; Camélia Slimani; Laurent d'Orazio; Olivier Barais; Stéphane Paquelet; Jalil Boukhobza (CCGrid, 2024)

PIGMMaLIOn: a Partial Incremental Gaussian Mixture Model with a Low I/O Design. - Meriem Bouzouad; Yasmine Benhamadi; Camélia Slimani; Jalil Boukhobza (SAC, 2024)

IDS-DEEP: a strategy for selecting the best IDS for Drones with heterogeneous EmbEdded Platforms. - Louis Morge-Rollet; Camélia Slimani; Laurent Lemarchand; Frédéric Le Roy; David Espes; Jalil Boukhobza (SBAC-PAD, 2024)

DisPEED: Distributing Packet flow analyses in a swarm of heterogeneous EmbEddeD platforms. - Louis Morge-Rollet; Camélia Slimani; Laurent Lemarchand; Frédéric Le Roy; David Espes; Jalil Boukhobza (DATE, 2025)

A study on characterizing energy, latency and security for Intrusion Detection Systems on heterogeneous embedded platforms. - Camélia Slimani; Louis Morge-Rollet; Laurent Lemarchand; David Espes; Frédéric Le Roy; Jalil Boukhobza (Future Gener. Comput. Syst., 2025)

RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory. - Yi-Chun Liao; Chieh-Lin Tsai; Yuan-Hao Chang 001; Camélia Slimani; Jalil Boukhobza; Tei-Wei Kuo (CoRR, 2025)

A retrospective on DISPEED - Leveraging heterogeneity in a drone swarm for IDS execution. - Vincent Lannurien; Camélia Slimani; Louis Morge-Rollet; Laurent Lemarchand; David Espes; Frédéric Le Roy; Jalil Boukhobza (CoRR, 2025)