Matches in SemOpenAlex for { <https://semopenalex.org/work/W2979307128> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2979307128 abstract "Lots of hopes have been placed on Machine Learning (ML) as a key enabler of future wireless networks. By taking advantage of large volumes of data, ML is expected to deal with the ever-increasing complexity of networking problems. Unfortunately, current networks are not yet prepared to support the ensuing requirements of ML-based applications in terms of data collection, processing, and output distribution. This article points out the architectural requirements that are needed to pervasively include ML as part of future wireless networks operation. Specifically, we look into Wireless Local Area Networks (WLANs), which, due to their nature can be found in multiple forms, ranging from cloud-based to edge-computing-like deployments. In particular, we propose to adopt the International Telecommunications Union (ITU) unified architecture for 5G and beyond. Based on ITU's architecture, we provide insights on the main requirements and the major challenges of introducing ML to the multiple modalities of WLANs. Finally, we showcase the superiority of the architecture through an ML-enabled use case for future networks." @default.
- W2979307128 created "2019-10-18" @default.
- W2979307128 creator A5028204731 @default.
- W2979307128 creator A5066312572 @default.
- W2979307128 creator A5069033668 @default.
- W2979307128 creator A5086943516 @default.
- W2979307128 creator A5087624896 @default.
- W2979307128 creator A5089762387 @default.
- W2979307128 date "2019-10-08" @default.
- W2979307128 modified "2023-09-23" @default.
- W2979307128 title "A Flexible Machine Learning-Aware Architecture for Future WLANs" @default.
- W2979307128 cites W1906224694 @default.
- W2979307128 cites W2052190282 @default.
- W2979307128 cites W2562947506 @default.
- W2979307128 cites W2759910885 @default.
- W2979307128 cites W2773405367 @default.
- W2979307128 cites W2903177533 @default.
- W2979307128 cites W2962883549 @default.
- W2979307128 cites W2963557522 @default.
- W2979307128 cites W2963803379 @default.
- W2979307128 hasPublicationYear "2019" @default.
- W2979307128 type Work @default.
- W2979307128 sameAs 2979307128 @default.
- W2979307128 citedByCount "0" @default.
- W2979307128 crossrefType "posted-content" @default.
- W2979307128 hasAuthorship W2979307128A5028204731 @default.
- W2979307128 hasAuthorship W2979307128A5066312572 @default.
- W2979307128 hasAuthorship W2979307128A5069033668 @default.
- W2979307128 hasAuthorship W2979307128A5086943516 @default.
- W2979307128 hasAuthorship W2979307128A5087624896 @default.
- W2979307128 hasAuthorship W2979307128A5089762387 @default.
- W2979307128 hasConcept C108037233 @default.
- W2979307128 hasConcept C111919701 @default.
- W2979307128 hasConcept C120314980 @default.
- W2979307128 hasConcept C123657996 @default.
- W2979307128 hasConcept C137471899 @default.
- W2979307128 hasConcept C138236772 @default.
- W2979307128 hasConcept C142362112 @default.
- W2979307128 hasConcept C153349607 @default.
- W2979307128 hasConcept C15744967 @default.
- W2979307128 hasConcept C162307627 @default.
- W2979307128 hasConcept C193415008 @default.
- W2979307128 hasConcept C22607594 @default.
- W2979307128 hasConcept C26517878 @default.
- W2979307128 hasConcept C31258907 @default.
- W2979307128 hasConcept C38652104 @default.
- W2979307128 hasConcept C41008148 @default.
- W2979307128 hasConcept C508800617 @default.
- W2979307128 hasConcept C542102704 @default.
- W2979307128 hasConcept C555944384 @default.
- W2979307128 hasConcept C76155785 @default.
- W2979307128 hasConcept C79974875 @default.
- W2979307128 hasConceptScore W2979307128C108037233 @default.
- W2979307128 hasConceptScore W2979307128C111919701 @default.
- W2979307128 hasConceptScore W2979307128C120314980 @default.
- W2979307128 hasConceptScore W2979307128C123657996 @default.
- W2979307128 hasConceptScore W2979307128C137471899 @default.
- W2979307128 hasConceptScore W2979307128C138236772 @default.
- W2979307128 hasConceptScore W2979307128C142362112 @default.
- W2979307128 hasConceptScore W2979307128C153349607 @default.
- W2979307128 hasConceptScore W2979307128C15744967 @default.
- W2979307128 hasConceptScore W2979307128C162307627 @default.
- W2979307128 hasConceptScore W2979307128C193415008 @default.
- W2979307128 hasConceptScore W2979307128C22607594 @default.
- W2979307128 hasConceptScore W2979307128C26517878 @default.
- W2979307128 hasConceptScore W2979307128C31258907 @default.
- W2979307128 hasConceptScore W2979307128C38652104 @default.
- W2979307128 hasConceptScore W2979307128C41008148 @default.
- W2979307128 hasConceptScore W2979307128C508800617 @default.
- W2979307128 hasConceptScore W2979307128C542102704 @default.
- W2979307128 hasConceptScore W2979307128C555944384 @default.
- W2979307128 hasConceptScore W2979307128C76155785 @default.
- W2979307128 hasConceptScore W2979307128C79974875 @default.
- W2979307128 hasLocation W29793071281 @default.
- W2979307128 hasOpenAccess W2979307128 @default.
- W2979307128 hasPrimaryLocation W29793071281 @default.
- W2979307128 hasRelatedWork W1501884478 @default.
- W2979307128 hasRelatedWork W1917209212 @default.
- W2979307128 hasRelatedWork W2121106772 @default.
- W2979307128 hasRelatedWork W2576368404 @default.
- W2979307128 hasRelatedWork W2621819934 @default.
- W2979307128 hasRelatedWork W2784073849 @default.
- W2979307128 hasRelatedWork W2914010201 @default.
- W2979307128 hasRelatedWork W2948123691 @default.
- W2979307128 hasRelatedWork W2976566279 @default.
- W2979307128 hasRelatedWork W2999856851 @default.
- W2979307128 hasRelatedWork W3011134629 @default.
- W2979307128 hasRelatedWork W3022898652 @default.
- W2979307128 hasRelatedWork W3043758338 @default.
- W2979307128 hasRelatedWork W3133697250 @default.
- W2979307128 hasRelatedWork W3163096645 @default.
- W2979307128 hasRelatedWork W3175302309 @default.
- W2979307128 hasRelatedWork W3198407542 @default.
- W2979307128 hasRelatedWork W3199070602 @default.
- W2979307128 hasRelatedWork W2249597076 @default.
- W2979307128 hasRelatedWork W2554967202 @default.
- W2979307128 isParatext "false" @default.
- W2979307128 isRetracted "false" @default.
- W2979307128 magId "2979307128" @default.
- W2979307128 workType "article" @default.