Matches in SemOpenAlex for { <https://semopenalex.org/work/W3203672277> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3203672277 endingPage "2546" @default.
- W3203672277 startingPage "2534" @default.
- W3203672277 abstract "This paper studies a federated learning (FL) system, where <i>multiple</i> FL services co-exist in a wireless network and share common wireless resources. It fills the void of wireless resource allocation for multiple simultaneous FL services in the existing literature. Our method designs a two-level resource allocation framework comprising <i>intra-service</i> resource allocation and <i>inter-service</i> resource allocation. The intra-service resource allocation problem aims to minimize the length of FL rounds by optimizing the bandwidth allocation among the clients of each FL service. Based on this, an inter-service resource allocation problem is further considered, which distributes bandwidth resources among multiple simultaneous FL services. We consider both cooperative and selfish providers of the FL services. For cooperative FL service providers, we design a distributed bandwidth allocation algorithm to optimize the overall performance of multiple FL services, meanwhile catering it to the fairness among FL services and the privacy of clients. For selfish FL service providers, a new auction scheme is designed with the FL service providers as the bidders and the network operator as the auctioneer. The designed auction scheme strikes a balance between the overall FL performance and fairness. Our simulation results show that the proposed algorithms outperform other benchmarks under various network conditions." @default.
- W3203672277 created "2021-10-11" @default.
- W3203672277 creator A5044771462 @default.
- W3203672277 creator A5070149829 @default.
- W3203672277 creator A5085364987 @default.
- W3203672277 date "2022-04-01" @default.
- W3203672277 modified "2023-10-15" @default.
- W3203672277 title "Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks" @default.
- W3203672277 cites W2100433007 @default.
- W3203672277 cites W2153857052 @default.
- W3203672277 cites W2162986857 @default.
- W3203672277 cites W2912213068 @default.
- W3203672277 cites W2920095265 @default.
- W3203672277 cites W2951832089 @default.
- W3203672277 cites W2963318081 @default.
- W3203672277 cites W2978422189 @default.
- W3203672277 cites W2979359324 @default.
- W3203672277 cites W2980713544 @default.
- W3203672277 cites W2981138228 @default.
- W3203672277 cites W2981556215 @default.
- W3203672277 cites W2989289980 @default.
- W3203672277 cites W2999074226 @default.
- W3203672277 cites W3004277316 @default.
- W3203672277 cites W3015636663 @default.
- W3203672277 cites W3036727471 @default.
- W3203672277 cites W3043715968 @default.
- W3203672277 cites W3045027907 @default.
- W3203672277 cites W3045638580 @default.
- W3203672277 cites W3046056026 @default.
- W3203672277 cites W3093755649 @default.
- W3203672277 cites W3101036738 @default.
- W3203672277 cites W3103802018 @default.
- W3203672277 cites W3105122387 @default.
- W3203672277 cites W3170610580 @default.
- W3203672277 cites W4250739957 @default.
- W3203672277 cites W4251083239 @default.
- W3203672277 doi "https://doi.org/10.1109/twc.2021.3113346" @default.
- W3203672277 hasPublicationYear "2022" @default.
- W3203672277 type Work @default.
- W3203672277 sameAs 3203672277 @default.
- W3203672277 citedByCount "9" @default.
- W3203672277 countsByYear W32036722772022 @default.
- W3203672277 countsByYear W32036722772023 @default.
- W3203672277 crossrefType "journal-article" @default.
- W3203672277 hasAuthorship W3203672277A5044771462 @default.
- W3203672277 hasAuthorship W3203672277A5070149829 @default.
- W3203672277 hasAuthorship W3203672277A5085364987 @default.
- W3203672277 hasBestOaLocation W32036722772 @default.
- W3203672277 hasConcept C108037233 @default.
- W3203672277 hasConcept C114237682 @default.
- W3203672277 hasConcept C116537 @default.
- W3203672277 hasConcept C144133560 @default.
- W3203672277 hasConcept C162853370 @default.
- W3203672277 hasConcept C200157131 @default.
- W3203672277 hasConcept C2776257435 @default.
- W3203672277 hasConcept C2780378061 @default.
- W3203672277 hasConcept C29202148 @default.
- W3203672277 hasConcept C31258907 @default.
- W3203672277 hasConcept C41008148 @default.
- W3203672277 hasConcept C555944384 @default.
- W3203672277 hasConcept C76155785 @default.
- W3203672277 hasConceptScore W3203672277C108037233 @default.
- W3203672277 hasConceptScore W3203672277C114237682 @default.
- W3203672277 hasConceptScore W3203672277C116537 @default.
- W3203672277 hasConceptScore W3203672277C144133560 @default.
- W3203672277 hasConceptScore W3203672277C162853370 @default.
- W3203672277 hasConceptScore W3203672277C200157131 @default.
- W3203672277 hasConceptScore W3203672277C2776257435 @default.
- W3203672277 hasConceptScore W3203672277C2780378061 @default.
- W3203672277 hasConceptScore W3203672277C29202148 @default.
- W3203672277 hasConceptScore W3203672277C31258907 @default.
- W3203672277 hasConceptScore W3203672277C41008148 @default.
- W3203672277 hasConceptScore W3203672277C555944384 @default.
- W3203672277 hasConceptScore W3203672277C76155785 @default.
- W3203672277 hasFunder F4320306076 @default.
- W3203672277 hasIssue "4" @default.
- W3203672277 hasLocation W32036722771 @default.
- W3203672277 hasLocation W32036722772 @default.
- W3203672277 hasOpenAccess W3203672277 @default.
- W3203672277 hasPrimaryLocation W32036722771 @default.
- W3203672277 hasRelatedWork W1591008877 @default.
- W3203672277 hasRelatedWork W1605929045 @default.
- W3203672277 hasRelatedWork W1995284537 @default.
- W3203672277 hasRelatedWork W2004920591 @default.
- W3203672277 hasRelatedWork W2027592263 @default.
- W3203672277 hasRelatedWork W2090762767 @default.
- W3203672277 hasRelatedWork W2110947311 @default.
- W3203672277 hasRelatedWork W2140413432 @default.
- W3203672277 hasRelatedWork W2535593863 @default.
- W3203672277 hasRelatedWork W2168285532 @default.
- W3203672277 hasVolume "21" @default.
- W3203672277 isParatext "false" @default.
- W3203672277 isRetracted "false" @default.
- W3203672277 magId "3203672277" @default.
- W3203672277 workType "article" @default.