Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896714616> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2896714616 abstract "Industrial telecommunication applications prefer to run at the optimal capacity configuration to achieve the required Quality of Service (QoS) at the minimum cost. The optimal capacity configuration is usually achieved through the selection of cell towers capacities and locations. Given a set of service providers (e.g., cell towers) and a set of customers (e.g., major residential areas), where each customer has an amount of demand and each provider has multiple candidate capacities and corresponding costs, the optimal capacity selection is configured through spatial matching to satisfy the demand of each customer at the minimum cost. However, existing solutions developed for spatial matching, in which each provider's capacity is fixed, cannot be directly applied to the capacity configuration problem with multiple capacities and location selections. In this paper, we are the first to study Service Provider Configuration and Planning with Optimal Spatial Matching (SPC-POSM) problem, in which the objectives are 1) to select the proper capacity for each provider at the minimum total cost and 2) to assign providers' service to satisfy the demand of each customer on a condition that the matching distance is no more than service quality requirement. We prove that SPC-POSM problem is NP-hard and design an efficient two-layer meta-heuristic framework to solve the problem. Unsupervised learning technique is designed to accelerate the calculation and a novel local search mechanism is embedded to further improve solution quality. Extensive experimental results on both real and synthetic datasets verify the effectiveness and efficiency of the proposed framework." @default.
- W2896714616 created "2018-10-26" @default.
- W2896714616 creator A5023243107 @default.
- W2896714616 creator A5062026103 @default.
- W2896714616 creator A5078949174 @default.
- W2896714616 creator A5081396846 @default.
- W2896714616 date "2018-10-17" @default.
- W2896714616 modified "2023-10-14" @default.
- W2896714616 title "A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching" @default.
- W2896714616 cites W2015772998 @default.
- W2896714616 cites W2076287166 @default.
- W2896714616 cites W2085828369 @default.
- W2896714616 cites W2097425328 @default.
- W2896714616 cites W2123011740 @default.
- W2896714616 cites W2149230623 @default.
- W2896714616 cites W2151489238 @default.
- W2896714616 cites W2160152607 @default.
- W2896714616 cites W2172211955 @default.
- W2896714616 cites W2883598186 @default.
- W2896714616 doi "https://doi.org/10.1145/3269206.3272008" @default.
- W2896714616 hasPublicationYear "2018" @default.
- W2896714616 type Work @default.
- W2896714616 sameAs 2896714616 @default.
- W2896714616 citedByCount "0" @default.
- W2896714616 crossrefType "proceedings-article" @default.
- W2896714616 hasAuthorship W2896714616A5023243107 @default.
- W2896714616 hasAuthorship W2896714616A5062026103 @default.
- W2896714616 hasAuthorship W2896714616A5078949174 @default.
- W2896714616 hasAuthorship W2896714616A5081396846 @default.
- W2896714616 hasConcept C105795698 @default.
- W2896714616 hasConcept C108548466 @default.
- W2896714616 hasConcept C116537 @default.
- W2896714616 hasConcept C120314980 @default.
- W2896714616 hasConcept C144133560 @default.
- W2896714616 hasConcept C162853370 @default.
- W2896714616 hasConcept C165064840 @default.
- W2896714616 hasConcept C169468491 @default.
- W2896714616 hasConcept C178790620 @default.
- W2896714616 hasConcept C185592680 @default.
- W2896714616 hasConcept C2779227376 @default.
- W2896714616 hasConcept C2780378061 @default.
- W2896714616 hasConcept C33923547 @default.
- W2896714616 hasConcept C41008148 @default.
- W2896714616 hasConceptScore W2896714616C105795698 @default.
- W2896714616 hasConceptScore W2896714616C108548466 @default.
- W2896714616 hasConceptScore W2896714616C116537 @default.
- W2896714616 hasConceptScore W2896714616C120314980 @default.
- W2896714616 hasConceptScore W2896714616C144133560 @default.
- W2896714616 hasConceptScore W2896714616C162853370 @default.
- W2896714616 hasConceptScore W2896714616C165064840 @default.
- W2896714616 hasConceptScore W2896714616C169468491 @default.
- W2896714616 hasConceptScore W2896714616C178790620 @default.
- W2896714616 hasConceptScore W2896714616C185592680 @default.
- W2896714616 hasConceptScore W2896714616C2779227376 @default.
- W2896714616 hasConceptScore W2896714616C2780378061 @default.
- W2896714616 hasConceptScore W2896714616C33923547 @default.
- W2896714616 hasConceptScore W2896714616C41008148 @default.
- W2896714616 hasLocation W28967146161 @default.
- W2896714616 hasOpenAccess W2896714616 @default.
- W2896714616 hasPrimaryLocation W28967146161 @default.
- W2896714616 hasRelatedWork W2031396578 @default.
- W2896714616 hasRelatedWork W2097976105 @default.
- W2896714616 hasRelatedWork W2151086807 @default.
- W2896714616 hasRelatedWork W2354654945 @default.
- W2896714616 hasRelatedWork W2369449236 @default.
- W2896714616 hasRelatedWork W2392736175 @default.
- W2896714616 hasRelatedWork W2558036981 @default.
- W2896714616 hasRelatedWork W2768902319 @default.
- W2896714616 hasRelatedWork W2911156056 @default.
- W2896714616 hasRelatedWork W2998813341 @default.
- W2896714616 isParatext "false" @default.
- W2896714616 isRetracted "false" @default.
- W2896714616 magId "2896714616" @default.
- W2896714616 workType "article" @default.