FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377194474> ?p ?o ?g. }

• W4377194474 abstract "Abstract Anomaly detection is the identification of events or observations that deviate from the expected behaviour of a given set of data. Its main application is the prediction of possible technical failures. In particular, anomaly detection on supercomputers is a difficult problem to solve due to the large scale of the systems and the large number of components. Most research works in this field employ machine learning methods and regression models in a supervised fashion, which implies the need for a large amount of labelled data to train such systems. This work proposes the use of autoencoder models, allowing the problem to be approached with semi-supervised learning techniques. Two different model training approaches are compared. The former is a model trained with data from all the nodes of a supercomputer. In the latter approach, observing significant differences between nodes, one model is trained for each node. The results are analysed by evaluating the positive and negative aspects of each approach. On the other hand, a replica of the Marconi 100 supercomputer is developed in a virtual reality environment that allows the data from each node to be visualised at the same time." @default.
• W4377194474 created "2023-05-22" @default.
• W4377194474 creator A5000443483 @default.
• W4377194474 creator A5033302099 @default.
• W4377194474 creator A5045870755 @default.
• W4377194474 creator A5069445569 @default.
• W4377194474 creator A5079599826 @default.
• W4377194474 date "2023-05-22" @default.
• W4377194474 modified "2023-10-18" @default.
• W4377194474 title "Anomaly detection and virtual reality visualisation in supercomputers" @default.
• W4377194474 cites W1984819418 @default.
• W4377194474 cites W2022163189 @default.
• W4377194474 cites W2064675550 @default.
• W4377194474 cites W2100495367 @default.
• W4377194474 cites W2154146813 @default.
• W4377194474 cites W2583978878 @default.
• W4377194474 cites W2604212570 @default.
• W4377194474 cites W2666784499 @default.
• W4377194474 cites W2809105945 @default.
• W4377194474 cites W2901773810 @default.
• W4377194474 cites W2902899531 @default.
• W4377194474 cites W2966734812 @default.
• W4377194474 cites W2972970334 @default.
• W4377194474 cites W2995450656 @default.
• W4377194474 cites W3032537708 @default.
• W4377194474 cites W3106312933 @default.
• W4377194474 cites W3130982706 @default.
• W4377194474 cites W3165545536 @default.
• W4377194474 cites W3165758957 @default.
• W4377194474 cites W3170851865 @default.
• W4377194474 doi "https://doi.org/10.1007/s00170-023-11255-x" @default.
• W4377194474 hasPublicationYear "2023" @default.
• W4377194474 type Work @default.
• W4377194474 citedByCount "0" @default.
• W4377194474 crossrefType "journal-article" @default.
• W4377194474 hasAuthorship W4377194474A5000443483 @default.
• W4377194474 hasAuthorship W4377194474A5033302099 @default.
• W4377194474 hasAuthorship W4377194474A5045870755 @default.
• W4377194474 hasAuthorship W4377194474A5069445569 @default.
• W4377194474 hasAuthorship W4377194474A5079599826 @default.
• W4377194474 hasBestOaLocation W43771944741 @default.
• W4377194474 hasConcept C101738243 @default.
• W4377194474 hasConcept C116834253 @default.
• W4377194474 hasConcept C119857082 @default.
• W4377194474 hasConcept C121332964 @default.
• W4377194474 hasConcept C124101348 @default.
• W4377194474 hasConcept C127413603 @default.
• W4377194474 hasConcept C12997251 @default.
• W4377194474 hasConcept C136389625 @default.
• W4377194474 hasConcept C142362112 @default.
• W4377194474 hasConcept C153349607 @default.
• W4377194474 hasConcept C154945302 @default.
• W4377194474 hasConcept C173608175 @default.
• W4377194474 hasConcept C177264268 @default.
• W4377194474 hasConcept C194969405 @default.
• W4377194474 hasConcept C199360897 @default.
• W4377194474 hasConcept C202444582 @default.
• W4377194474 hasConcept C26873012 @default.
• W4377194474 hasConcept C2775937380 @default.
• W4377194474 hasConcept C33923547 @default.
• W4377194474 hasConcept C36464697 @default.
• W4377194474 hasConcept C41008148 @default.
• W4377194474 hasConcept C50644808 @default.
• W4377194474 hasConcept C59822182 @default.
• W4377194474 hasConcept C62611344 @default.
• W4377194474 hasConcept C66938386 @default.
• W4377194474 hasConcept C739882 @default.
• W4377194474 hasConcept C83283714 @default.
• W4377194474 hasConcept C86803240 @default.
• W4377194474 hasConcept C9652623 @default.
• W4377194474 hasConceptScore W4377194474C101738243 @default.
• W4377194474 hasConceptScore W4377194474C116834253 @default.
• W4377194474 hasConceptScore W4377194474C119857082 @default.
• W4377194474 hasConceptScore W4377194474C121332964 @default.
• W4377194474 hasConceptScore W4377194474C124101348 @default.
• W4377194474 hasConceptScore W4377194474C127413603 @default.
• W4377194474 hasConceptScore W4377194474C12997251 @default.
• W4377194474 hasConceptScore W4377194474C136389625 @default.
• W4377194474 hasConceptScore W4377194474C142362112 @default.
• W4377194474 hasConceptScore W4377194474C153349607 @default.
• W4377194474 hasConceptScore W4377194474C154945302 @default.
• W4377194474 hasConceptScore W4377194474C173608175 @default.
• W4377194474 hasConceptScore W4377194474C177264268 @default.
• W4377194474 hasConceptScore W4377194474C194969405 @default.
• W4377194474 hasConceptScore W4377194474C199360897 @default.
• W4377194474 hasConceptScore W4377194474C202444582 @default.
• W4377194474 hasConceptScore W4377194474C26873012 @default.
• W4377194474 hasConceptScore W4377194474C2775937380 @default.
• W4377194474 hasConceptScore W4377194474C33923547 @default.
• W4377194474 hasConceptScore W4377194474C36464697 @default.
• W4377194474 hasConceptScore W4377194474C41008148 @default.
• W4377194474 hasConceptScore W4377194474C50644808 @default.
• W4377194474 hasConceptScore W4377194474C59822182 @default.
• W4377194474 hasConceptScore W4377194474C62611344 @default.
• W4377194474 hasConceptScore W4377194474C66938386 @default.
• W4377194474 hasConceptScore W4377194474C739882 @default.
• W4377194474 hasConceptScore W4377194474C83283714 @default.
• W4377194474 hasConceptScore W4377194474C86803240 @default.
• W4377194474 hasConceptScore W4377194474C9652623 @default.
• W4377194474 hasFunder F4320322930 @default.

• next