Federated Model Split Module
![[논문 리뷰] The Impact of Cut Layer Selection in Split Federated Learning](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/the-impact-of-cut-layer-selection-in-split-federated-learning-1.png "Federated Model Split Module")
![[논문 리뷰] Hierarchical Split Federated Learning: Convergence Analysis and ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/hierarchical-split-federated-learning-convergence-analysis-and-system-optimization-0.png "Federated Model Split Module")
![[2206.13715] Split Two-tower Model for Efficient and Privacy-Preserving ...](https://ar5iv.labs.arxiv.org/html/2206.13715/assets/figure/STTM.png "Federated Model Split Module")
![[2407.11654] R-SFLLM: Jamming Resilient Framework for Split Federated ...](https://ar5iv.labs.arxiv.org/html/2407.11654/assets/figures/sfl_jamming_setup_1_symbolcolor_x_LARGEFONT.jpg "Federated Model Split Module")
![[논문 리뷰] Efficient Federated Split Learning for Large Language Models ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/efficient-federated-split-learning-for-large-language-models-over-communication-networks-2.png "Federated Model Split Module")
![[2310.14579] FedSplitX: Federated Split Learning for Computationally ...](https://ar5iv.labs.arxiv.org/html/2310.14579/assets/x1.png "Federated Model Split Module")
![[논문 리뷰] Incentivizing Multi-Tenant Split Federated Learning for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/incentivizing-multi-tenant-split-federated-learning-for-foundation-models-at-the-network-edge-2.png "Federated Model Split Module")
![[2309.09086] Split Federated Learning for 6G Enabled-Networks ...](https://ar5iv.labs.arxiv.org/html/2309.09086/assets/x4.png "Federated Model Split Module")
![[2405.18707] Adaptive and Parallel Split Federated Learning in ...](https://ar5iv.labs.arxiv.org/html/2405.18707/assets/ECworkflow.png "Federated Model Split Module")
![[논문 리뷰] R-SFLLM: Jamming Resilient Framework for Split Federated ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/r-sfllm-jamming-resilient-framework-for-split-federated-learning-with-large-language-models-2.png "Federated Model Split Module")
![[논문 리뷰] Communication-Pipelined Split Federated Learning for Foundation ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/communication-pipelined-split-federated-learning-for-foundation-model-fine-tuning-in-uav-networks-1.png "Federated Model Split Module")
![[논문 리뷰] SplitFT: An Adaptive Federated Split Learning System For LLMs ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/splitft-an-adaptive-federated-split-learning-system-for-llms-fine-tuning-4.png "Federated Model Split Module")
![[2309.09086] Split Federated Learning for 6G Enabled-Networks ...](https://ar5iv.labs.arxiv.org/html/2309.09086/assets/x7.png "Federated Model Split Module")
![[论文评述] Split Federated Learning for UAV-Enabled Integrated Sensing ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/split-federated-learning-for-uav-enabled-integrated-sensing-computation-and-communication-2.png "Federated Model Split Module")
![Example federated model (Adopted from) [8] | Download Scientific Diagram](https://www.researchgate.net/publication/342848391/figure/fig2/AS:911798358261762@1594401077438/Example-federated-model-Adopted-from-8_Q320.jpg "Federated Model Split Module")
![[2309.09086] Split Federated Learning for 6G Enabled-Networks ...](https://ar5iv.labs.arxiv.org/html/2309.09086/assets/x8.png "Federated Model Split Module")
![[논문 리뷰] A deep cut into Split Federated Self-supervised Learning](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-deep-cut-into-split-federated-self-supervised-learning-2.png "Federated Model Split Module")
![[2209.03090] Modular Federated Learning](https://ar5iv.labs.arxiv.org/html/2209.03090/assets/x1.png "Federated Model Split Module")
![[2211.12814] Vertical Federated Learning: Concepts, Advances and Challenges](https://ar5iv.labs.arxiv.org/html/2211.12814/assets/figure/VFLsetting/split_vfl_setting.png "Federated Model Split Module")
![[论文评述] Breaking the Memory Wall for Heterogeneous Federated Learning ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/breaking-the-memory-wall-for-heterogeneous-federated-learning-via-model-splitting-1.png "Federated Model Split Module")
![[논문 리뷰] SplitFedZip: Learned Compression for Data Transfer Reduction in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/splitfedzip-learned-compression-for-data-transfer-reduction-in-split-federated-learning-1.png "Federated Model Split Module")
![[2412.07813] How Can Incentives and Cut Layer Selection Influence Data ...](https://ar5iv.labs.arxiv.org/html/2412.07813/assets/Fig1.png "Federated Model Split Module")
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