Matches in SemOpenAlex for { <https://semopenalex.org/work/W2736735473> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2736735473 abstract "Developing models to generate realistic graphs of communication networks often requires a deep understanding and extensive analysis of the underlying network structure. Since deployed communication networks are dynamic, the findings a generator is based on might lose validity. We alleviate the need for extensive analysis of graphs by estimating parameters of a probabilistic model. The model parameters encode the structure of the graph, which is thus learned in an unsupervised fashion. Synthetic graphs can be generated from the model and will have the structure previously inferred. For this, we use the Stochastic-Block-Model (SBM) and the Degree-Corrected-Block-Model (DCBM), a variant allowing for heavy tailed degree distributions. The models originate in the social sciences and separate a graph into groups of nodes. To show the applicability of the models to the task of synthetic graph generation in the domain of communication networks, we use one router level and one IP-to-IP communication graph. We assert the quality of the generated models by evaluating a number of graph features and comparing our results to those obtained with the network generator Orbis. We find our approach to be on par with, or even outperforming Orbis. Furthermore, the models are able to capture large-scale structure in communication networks." @default.
- W2736735473 created "2017-07-31" @default.
- W2736735473 creator A5010345569 @default.
- W2736735473 creator A5021781616 @default.
- W2736735473 creator A5048277605 @default.
- W2736735473 creator A5074851459 @default.
- W2736735473 date "2017-05-01" @default.
- W2736735473 modified "2023-09-23" @default.
- W2736735473 title "Generating synthetic Internet- and IP-topologies using the Stochastic-Block-Model" @default.
- W2736735473 cites W1567483855 @default.
- W2736735473 cites W1919640609 @default.
- W2736735473 cites W2027111306 @default.
- W2736735473 cites W2062939617 @default.
- W2736735473 cites W2102907934 @default.
- W2736735473 cites W2105808107 @default.
- W2736735473 cites W2115233151 @default.
- W2736735473 cites W2119998616 @default.
- W2736735473 cites W2124637492 @default.
- W2736735473 cites W2146050333 @default.
- W2736735473 cites W2159596726 @default.
- W2736735473 cites W2167659338 @default.
- W2736735473 cites W2312009594 @default.
- W2736735473 cites W3125564425 @default.
- W2736735473 cites W4238452917 @default.
- W2736735473 cites W4248920304 @default.
- W2736735473 doi "https://doi.org/10.23919/inm.2017.7987411" @default.
- W2736735473 hasPublicationYear "2017" @default.
- W2736735473 type Work @default.
- W2736735473 sameAs 2736735473 @default.
- W2736735473 citedByCount "5" @default.
- W2736735473 countsByYear W27367354732018 @default.
- W2736735473 countsByYear W27367354732019 @default.
- W2736735473 countsByYear W27367354732022 @default.
- W2736735473 crossrefType "proceedings-article" @default.
- W2736735473 hasAuthorship W2736735473A5010345569 @default.
- W2736735473 hasAuthorship W2736735473A5021781616 @default.
- W2736735473 hasAuthorship W2736735473A5048277605 @default.
- W2736735473 hasAuthorship W2736735473A5074851459 @default.
- W2736735473 hasBestOaLocation W27367354732 @default.
- W2736735473 hasConcept C104317684 @default.
- W2736735473 hasConcept C121332964 @default.
- W2736735473 hasConcept C132525143 @default.
- W2736735473 hasConcept C154945302 @default.
- W2736735473 hasConcept C163258240 @default.
- W2736735473 hasConcept C185592680 @default.
- W2736735473 hasConcept C199845137 @default.
- W2736735473 hasConcept C2524010 @default.
- W2736735473 hasConcept C2777210771 @default.
- W2736735473 hasConcept C2780992000 @default.
- W2736735473 hasConcept C31258907 @default.
- W2736735473 hasConcept C33923547 @default.
- W2736735473 hasConcept C41008148 @default.
- W2736735473 hasConcept C49937458 @default.
- W2736735473 hasConcept C55493867 @default.
- W2736735473 hasConcept C62520636 @default.
- W2736735473 hasConcept C66746571 @default.
- W2736735473 hasConcept C80444323 @default.
- W2736735473 hasConceptScore W2736735473C104317684 @default.
- W2736735473 hasConceptScore W2736735473C121332964 @default.
- W2736735473 hasConceptScore W2736735473C132525143 @default.
- W2736735473 hasConceptScore W2736735473C154945302 @default.
- W2736735473 hasConceptScore W2736735473C163258240 @default.
- W2736735473 hasConceptScore W2736735473C185592680 @default.
- W2736735473 hasConceptScore W2736735473C199845137 @default.
- W2736735473 hasConceptScore W2736735473C2524010 @default.
- W2736735473 hasConceptScore W2736735473C2777210771 @default.
- W2736735473 hasConceptScore W2736735473C2780992000 @default.
- W2736735473 hasConceptScore W2736735473C31258907 @default.
- W2736735473 hasConceptScore W2736735473C33923547 @default.
- W2736735473 hasConceptScore W2736735473C41008148 @default.
- W2736735473 hasConceptScore W2736735473C49937458 @default.
- W2736735473 hasConceptScore W2736735473C55493867 @default.
- W2736735473 hasConceptScore W2736735473C62520636 @default.
- W2736735473 hasConceptScore W2736735473C66746571 @default.
- W2736735473 hasConceptScore W2736735473C80444323 @default.
- W2736735473 hasLocation W27367354731 @default.
- W2736735473 hasLocation W27367354732 @default.
- W2736735473 hasLocation W27367354733 @default.
- W2736735473 hasOpenAccess W2736735473 @default.
- W2736735473 hasPrimaryLocation W27367354731 @default.
- W2736735473 hasRelatedWork W2275852252 @default.
- W2736735473 hasRelatedWork W2971815656 @default.
- W2736735473 hasRelatedWork W3033495140 @default.
- W2736735473 hasRelatedWork W3088914210 @default.
- W2736735473 hasRelatedWork W3131013190 @default.
- W2736735473 hasRelatedWork W3166340892 @default.
- W2736735473 hasRelatedWork W4207039509 @default.
- W2736735473 hasRelatedWork W4288238488 @default.
- W2736735473 hasRelatedWork W4317655900 @default.
- W2736735473 hasRelatedWork W4372260176 @default.
- W2736735473 isParatext "false" @default.
- W2736735473 isRetracted "false" @default.
- W2736735473 magId "2736735473" @default.
- W2736735473 workType "article" @default.