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Papers matching “computational resource efficiency” 53

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Improving the Communication and Computation Efficiency of Split Learning for IoT Applications
2021 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data cited by 1 patent

Ahmad Ayad, Melvin Renner, Anke Schmeink

47

citations
On Reward Shaping Methods in Deep Reinforcement Learning for Radio Resource Management in Wireless Networks
2023 IEEE International Conference on Communications workshops conference-paper Engineering Advanced Wireless Network Optimization

Amna Kopic, Kenan Turbić, Haris Gacanin

3

citations
AoI-Based Scalable Edge Computing Resource Allocation in Heterogeneous IIoT Systems
2025 IEEE Wireless Communications and Networking Conference conference-paper Computer Science IoT and Edge/Fog Computing

Daniel S. Zakamulin, Mohsen Pourghasemian, Firooz B. Saghezchi, Haris Gacanin

1

citations
Efficient Federated Learning on Resource-Constrained Edge Devices: Integrating Data Distillation and Semi-Supervised Learning
2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

Mahdi Barhoush, Ahmad Ayad, Mohammad Kohankhaki, Anke Schmeink

0

citations
Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning
2023 Globecom conference-paper Computer Science IoT and Edge/Fog Computing

Mohsen Pourghasemian, Haris Gacanin, Erma Perenda

4

citations
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter
2024 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

Jitai Hao, Weiwei Sun, Xin Xin, Qi Meng, Zhumin Chen, Pengjie Ren, +1 more

6

citations
Optimal-Delay-Guaranteed Energy Efficient Cooperative Offloading in VEC Networks
2020 Globecom conference-paper Computer Science IoT and Edge/Fog Computing cited by 1 patent

Yao Lin Zhu, Tianyu Yang, Yulin Hu, Wanting Gao, Anke Schmeink

7

citations
BP-MAC: Fast Authentication for Short Messages
2022 ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec) conference-paper Computer Science Cryptographic Implementations and Security Open access

Eric Wagner, Martin Serror, Klaus Wehrle, Martin Henze

15

citations
Swarm Split Learning: A Fully Distributed Machine Learning System for Energy-Constrained IoT Systems
2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

Ahmad Ayad, Mahdi Barhoush, Anke Schmeink

0

citations
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing
2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

Holger H. Hoos, Jan N. van Rijn

1

citations
A Hardware-Aware Performance Analysis of Machine Learning Models for Sensor-Aided Millimeter-Wave Beam Prediction
2026 International Conference on Communications conference-paper Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu, Arish Sateesan, Marina Petrova, Ljiljana Simić

0

citations
FPGA-Powered Environment Awareness via Quantized Neural Networks for LiDAR-Aided mm-Wave Beam Prediction
2025 conference-paper Engineering Millimeter-Wave Propagation and Modeling

Arish Sateesan, Ljiljana Simić

1

citations
Investigation of the Influence of Temporally and Spatially Resolved Heat Fluxes at the Cutting Edge on the Maximum Tool Temperature During Side Milling
2026 Lecture notes in production engineering conference-paper Engineering Advanced machining processes and optimization Open access

Simon Fabian Alfred Winter, Tim Göttlich, Hui Liu, Thomas Bergs, Reinhold Kneer

1

citations
Reconfigurable and Green FPGA Accelerator Design for Deep Neural Networks on IIoT Devices
2024 Globecom conference-paper Computer Science Embedded Systems Design Techniques

Mohsen Pourghasemian, Martin Lastovka, Firooz B. Saghezchi, Haris Gacanin

0

citations
Efficient FPGA Implementation of Spiking Neural Networks with Integrated Axonal Delays
2025 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Engineering Advanced Memory and Neural Computing

Yuankang Zhao, Younes Bouhadjar, Emre Neftci

0

citations
Low-memory and high-performance CNN inference on distributed systems at the edge
2021 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) conference-paper Computer Science IoT and Edge/Fog Computing Open access

Erqian Tang, Todor P. Stefanov

7

citations
A Federated Framework for LLM-based Recommendation
2025 Findings of the Association for Computational Linguistics: NAACL conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Jujia Zhao, Wenjie Wang, Chongxin Xu, See-Kiong Ng, Tat‐Seng Chua

8

citations
SuperCode: Sustainability PER AI-driven Co-design
2025 ACM International Conference on Computing Frontiers: Workshops and Special Sessions (CF Companion) conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

P. Chris Broekema, Rob V. van Nieuwpoort

0

citations
Distributed DNN Power Allocation in Cell-Free Massive MIMO
2021 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Engineering Advanced MIMO Systems Optimization

Mahmoud Zaher, Özlem Tuğfe Demir, Emil Björnson, Marina Petrova

7

citations
PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization
2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis

Ahmad Ayad, Mahdi Barhoush, Johnson Loh, Tobias Gemmeke, Anke Schmeink

5

citations
Application Management in C-ITS: Orchestrating Demand-Driven Deployments and Reconfigurations
2025 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Cloud Computing and Resource Management Open access

Lukas Zanger, Bastian Lampe, Lennart Reiher, Lutz Eckstein

0

citations
Cooperative-Coevolution-CMA-ES with Two-Stage Grouping
2020 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Dani Irawan, Boris Naujoks, Michael Emmerich

5

citations
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems
2026 conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven

0

citations
Energy Consumption Minimization for NOMA-Assisted Mobile Edge Computing
2022 International Symposium on Wireless Communication Systems conference-paper Computer Science IoT and Edge/Fog Computing

Hao Xu, Yao Lin Zhu, Kai Xiang, Yulin Hu, Anke Schmeink

0

citations
NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware
2023 International Conference on Machine Learning and Applications conference-paper Engineering Advanced Memory and Neural Computing

Tim Stadtmann, Benedikt Wahl, Tobias Gemmeke

4

citations