Camélia Slimani

15 papers A 1B 3C 2Misc 3Journal 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A retrospective on DISPEED - Leveraging heterogeneity in a drone swarm for IDS execution.
CoRR
Vincent Lannurien, Camélia Slimani, Louis Morge-Rollet, Laurent Lemarchand, David Espes, Frédéric Le Roy, Jalil Boukhobza
2025 J jnl
A study on characterizing energy, latency and security for Intrusion Detection Systems on heterogeneous embedded platforms.
Future Gener. Comput. Syst.
Camélia Slimani, Louis Morge-Rollet, Laurent Lemarchand, David Espes, Frédéric Le Roy, Jalil Boukhobza
2025 A conf
DisPEED: Distributing Packet flow analyses in a swarm of heterogeneous EmbEddeD platforms.
DATE
Louis Morge-Rollet, Camélia Slimani, Laurent Lemarchand, Frédéric Le Roy, David Espes, Jalil Boukhobza
2025 Misc conf
Practicalizing Tree-Based Model Acceleration with CAM through Model Pruning and Data Placement Optimization.
CODES+ISSS
Yi-Chun Liao, Chieh-Lin Tsai, Yuan-Hao Chang, Camélia Slimani, Jalil Boukhobza, Tei-Wei Kuo
2025 J jnl
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory.
CoRR
Yi-Chun Liao, Chieh-Lin Tsai, Yuan-Hao Chang, Camélia Slimani, Jalil Boukhobza, Tei-Wei Kuo
2024 B conf
HeROcache: Storage-Aware Scheduling in Heterogeneous Serverless Edge - The Case of IDS.
CCGrid
Vincent Lannurien, Camélia Slimani, Laurent d'Orazio, Olivier Barais, Stéphane Paquelet, Jalil Boukhobza
2024 C conf
IDS-DEEP: a strategy for selecting the best IDS for Drones with heterogeneous EmbEdded Platforms.
SBAC-PAD
Louis Morge-Rollet, Camélia Slimani, Laurent Lemarchand, Frédéric Le Roy, David Espes, Jalil Boukhobza
2024 Misc conf
PIGMMaLIOn: a Partial Incremental Gaussian Mixture Model with a Low I/O Design.
SAC
Meriem Bouzouad, Yasmine Benhamadi, Camélia Slimani, Jalil Boukhobza
2023 J jnl
Accelerating Random Forest on Memory-Constrained Devices Through Data Storage Optimization.
IEEE Trans. Computers
Camélia Slimani, Chun-Feng Wu, Stéphane Rubini, Yuan-Hao Chang, Jalil Boukhobza
2023 C conf
Characterizing Intrusion Detection Systems On Heterogeneous Embedded Platforms.
DSD
Camélia Slimani, Louis Morge-Rollet, Laurent Lemarchand, Frédéric Le Roy, David Espes, Jalil Boukhobza
2023 B conf
Training K-Means on Embedded Devices: A Deadline-Aware and Energy Efficient Design.
MASCOTS
Hafsa Kara Achira, Camélia Slimani, Jalil Boukhobza
2022 — —
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
2021 Misc conf
RaFIO: a random forest I/O-aware algorithm.
SAC
Camélia Slimani, Chun-Feng Wu, Yuan-Hao Chang, Stéphane Rubini, Jalil Boukhobza
2019 J jnl
HyMAD: a hybrid memory-aware DVFS strategy.
SIGBED Rev.
Camélia Slimani, Stéphane Rubini, Jalil Boukhobza
2019 B conf
K -MLIO: Enabling K -Means for Large Data-Sets and Memory Constrained Embedded Systems.
MASCOTS
Camélia Slimani, Stéphane Rubini, Jalil Boukhobza