Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387544265> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4387544265 abstract "In this paper, we propose a novel distributed learning scheme, named group-based split federated learning (GSFL), to speed up artificial intelligence (AI) model training. Specifically, the GSFL operates in a split-then-federated manner, which consists of three steps: 1) Model distribution, in which the access point (AP) splits the AI models and distributes the client-side models to clients; 2) Model training, in which each client executes forward propagation and transmit the smashed data to the edge server. The edge server executes forward and backward propagation and then returns the gradient to the clients for updating local client-side models; and 3) Model aggregation, in which edge servers aggregate the server-side and client-side models. Simulation results show that the GSFL outperforms vanilla split learning and federated learning schemes in terms of overall training latency while achieving satisfactory accuracy." @default.
- W4387544265 created "2023-10-12" @default.
- W4387544265 creator A5016909512 @default.
- W4387544265 creator A5020582092 @default.
- W4387544265 creator A5026782070 @default.
- W4387544265 creator A5054418515 @default.
- W4387544265 creator A5074854979 @default.
- W4387544265 date "2023-07-01" @default.
- W4387544265 modified "2023-10-12" @default.
- W4387544265 title "Split Federated Learning: Speed up Model Training in Resource-Limited Wireless Networks" @default.
- W4387544265 cites W2963209930 @default.
- W4387544265 cites W3111897001 @default.
- W4387544265 cites W4319778953 @default.
- W4387544265 doi "https://doi.org/10.1109/icdcs57875.2023.00096" @default.
- W4387544265 hasPublicationYear "2023" @default.
- W4387544265 type Work @default.
- W4387544265 citedByCount "0" @default.
- W4387544265 crossrefType "proceedings-article" @default.
- W4387544265 hasAuthorship W4387544265A5016909512 @default.
- W4387544265 hasAuthorship W4387544265A5020582092 @default.
- W4387544265 hasAuthorship W4387544265A5026782070 @default.
- W4387544265 hasAuthorship W4387544265A5054418515 @default.
- W4387544265 hasAuthorship W4387544265A5074854979 @default.
- W4387544265 hasConcept C111919701 @default.
- W4387544265 hasConcept C120314980 @default.
- W4387544265 hasConcept C134306372 @default.
- W4387544265 hasConcept C138236772 @default.
- W4387544265 hasConcept C14414571 @default.
- W4387544265 hasConcept C152880691 @default.
- W4387544265 hasConcept C154945302 @default.
- W4387544265 hasConcept C159985019 @default.
- W4387544265 hasConcept C162307627 @default.
- W4387544265 hasConcept C171494039 @default.
- W4387544265 hasConcept C192562407 @default.
- W4387544265 hasConcept C202477664 @default.
- W4387544265 hasConcept C2524010 @default.
- W4387544265 hasConcept C2778456923 @default.
- W4387544265 hasConcept C28719098 @default.
- W4387544265 hasConcept C2992525071 @default.
- W4387544265 hasConcept C31258907 @default.
- W4387544265 hasConcept C33923547 @default.
- W4387544265 hasConcept C41008148 @default.
- W4387544265 hasConcept C46637626 @default.
- W4387544265 hasConcept C4679612 @default.
- W4387544265 hasConcept C555944384 @default.
- W4387544265 hasConcept C67186912 @default.
- W4387544265 hasConcept C76155785 @default.
- W4387544265 hasConcept C77088390 @default.
- W4387544265 hasConcept C77618280 @default.
- W4387544265 hasConcept C79974875 @default.
- W4387544265 hasConcept C82876162 @default.
- W4387544265 hasConcept C93996380 @default.
- W4387544265 hasConceptScore W4387544265C111919701 @default.
- W4387544265 hasConceptScore W4387544265C120314980 @default.
- W4387544265 hasConceptScore W4387544265C134306372 @default.
- W4387544265 hasConceptScore W4387544265C138236772 @default.
- W4387544265 hasConceptScore W4387544265C14414571 @default.
- W4387544265 hasConceptScore W4387544265C152880691 @default.
- W4387544265 hasConceptScore W4387544265C154945302 @default.
- W4387544265 hasConceptScore W4387544265C159985019 @default.
- W4387544265 hasConceptScore W4387544265C162307627 @default.
- W4387544265 hasConceptScore W4387544265C171494039 @default.
- W4387544265 hasConceptScore W4387544265C192562407 @default.
- W4387544265 hasConceptScore W4387544265C202477664 @default.
- W4387544265 hasConceptScore W4387544265C2524010 @default.
- W4387544265 hasConceptScore W4387544265C2778456923 @default.
- W4387544265 hasConceptScore W4387544265C28719098 @default.
- W4387544265 hasConceptScore W4387544265C2992525071 @default.
- W4387544265 hasConceptScore W4387544265C31258907 @default.
- W4387544265 hasConceptScore W4387544265C33923547 @default.
- W4387544265 hasConceptScore W4387544265C41008148 @default.
- W4387544265 hasConceptScore W4387544265C46637626 @default.
- W4387544265 hasConceptScore W4387544265C4679612 @default.
- W4387544265 hasConceptScore W4387544265C555944384 @default.
- W4387544265 hasConceptScore W4387544265C67186912 @default.
- W4387544265 hasConceptScore W4387544265C76155785 @default.
- W4387544265 hasConceptScore W4387544265C77088390 @default.
- W4387544265 hasConceptScore W4387544265C77618280 @default.
- W4387544265 hasConceptScore W4387544265C79974875 @default.
- W4387544265 hasConceptScore W4387544265C82876162 @default.
- W4387544265 hasConceptScore W4387544265C93996380 @default.
- W4387544265 hasFunder F4320321001 @default.
- W4387544265 hasLocation W43875442651 @default.
- W4387544265 hasOpenAccess W4387544265 @default.
- W4387544265 hasPrimaryLocation W43875442651 @default.
- W4387544265 hasRelatedWork W1013346521 @default.
- W4387544265 hasRelatedWork W107160005 @default.
- W4387544265 hasRelatedWork W170966197 @default.
- W4387544265 hasRelatedWork W2353988224 @default.
- W4387544265 hasRelatedWork W2395578793 @default.
- W4387544265 hasRelatedWork W2620710085 @default.
- W4387544265 hasRelatedWork W2801435204 @default.
- W4387544265 hasRelatedWork W2943814652 @default.
- W4387544265 hasRelatedWork W3125934465 @default.
- W4387544265 hasRelatedWork W95855369 @default.
- W4387544265 isParatext "false" @default.
- W4387544265 isRetracted "false" @default.
- W4387544265 workType "article" @default.