FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4282975874> ?p ?o ?g. }

• W4282975874 abstract "Monitoring principal entities in distributed systems is paramount to understanding the behavior of such systems and replicating their dynamics, e.g., for offline analysis or simulated evaluation. Examples of principal entities include users of distributed applications or online hosts on the internet. In many systems, monitoring can be done via periodic sampling of the entities online at a given instant. However, the monitoring process may be flawed. Some entities may fail to appear in one or more samples even though online when those samples were captured, thus compromising the quality of the monitoring traces. Previous investigations have applied statistical methods to identify such failures and used thresholds to correct them. In this paper, we turn our attention to machine learning methods as a means to regenerate monitoring traces collected via sampling. We propose a deep learning procedural method and two neural network topologies for correcting traces. We provide evidence that precision, accuracy, and recall can be substantially improved compared to existing statistical methods, thus opening an entire research avenue for improving the quality of monitoring traces of live distributed systems." @default.
• W4282975874 created "2022-06-17" @default.
• W4282975874 creator A5016339262 @default.
• W4282975874 creator A5017913895 @default.
• W4282975874 creator A5048529797 @default.
• W4282975874 creator A5082269980 @default.
• W4282975874 creator A5088960174 @default.
• W4282975874 date "2022-04-25" @default.
• W4282975874 modified "2023-09-27" @default.
• W4282975874 title "Fix Me If You Can: Using Neural Networks to Regenerate Networked Systems’ Monitoring Traces" @default.
• W4282975874 cites W1988115241 @default.
• W4282975874 cites W1993648839 @default.
• W4282975874 cites W2009566405 @default.
• W4282975874 cites W2024131901 @default.
• W4282975874 cites W2064186732 @default.
• W4282975874 cites W2064675550 @default.
• W4282975874 cites W2103496339 @default.
• W4282975874 cites W2119680181 @default.
• W4282975874 cites W2137983211 @default.
• W4282975874 cites W2141019052 @default.
• W4282975874 cites W2146539853 @default.
• W4282975874 cites W2172074277 @default.
• W4282975874 cites W2531669634 @default.
• W4282975874 cites W2736939022 @default.
• W4282975874 cites W2790209388 @default.
• W4282975874 cites W2809684781 @default.
• W4282975874 cites W2891381594 @default.
• W4282975874 cites W2968701173 @default.
• W4282975874 cites W2980225702 @default.
• W4282975874 cites W2994800233 @default.
• W4282975874 cites W3085000493 @default.
• W4282975874 cites W3106461080 @default.
• W4282975874 cites W3151565215 @default.
• W4282975874 cites W3203458976 @default.
• W4282975874 cites W4245422202 @default.
• W4282975874 cites W57510865 @default.
• W4282975874 doi "https://doi.org/10.1109/noms54207.2022.9789824" @default.
• W4282975874 hasPublicationYear "2022" @default.
• W4282975874 type Work @default.
• W4282975874 citedByCount "0" @default.
• W4282975874 crossrefType "proceedings-article" @default.
• W4282975874 hasAuthorship W4282975874A5016339262 @default.
• W4282975874 hasAuthorship W4282975874A5017913895 @default.
• W4282975874 hasAuthorship W4282975874A5048529797 @default.
• W4282975874 hasAuthorship W4282975874A5082269980 @default.
• W4282975874 hasAuthorship W4282975874A5088960174 @default.
• W4282975874 hasConcept C110875604 @default.
• W4282975874 hasConcept C111472728 @default.
• W4282975874 hasConcept C111919701 @default.
• W4282975874 hasConcept C119857082 @default.
• W4282975874 hasConcept C120314980 @default.
• W4282975874 hasConcept C124101348 @default.
• W4282975874 hasConcept C136764020 @default.
• W4282975874 hasConcept C138885662 @default.
• W4282975874 hasConcept C140779682 @default.
• W4282975874 hasConcept C144559511 @default.
• W4282975874 hasConcept C154945302 @default.
• W4282975874 hasConcept C199845137 @default.
• W4282975874 hasConcept C2779530757 @default.
• W4282975874 hasConcept C31258907 @default.
• W4282975874 hasConcept C38652104 @default.
• W4282975874 hasConcept C41008148 @default.
• W4282975874 hasConcept C50644808 @default.
• W4282975874 hasConcept C76155785 @default.
• W4282975874 hasConcept C81877898 @default.
• W4282975874 hasConcept C94915269 @default.
• W4282975874 hasConcept C98045186 @default.
• W4282975874 hasConceptScore W4282975874C110875604 @default.
• W4282975874 hasConceptScore W4282975874C111472728 @default.
• W4282975874 hasConceptScore W4282975874C111919701 @default.
• W4282975874 hasConceptScore W4282975874C119857082 @default.
• W4282975874 hasConceptScore W4282975874C120314980 @default.
• W4282975874 hasConceptScore W4282975874C124101348 @default.
• W4282975874 hasConceptScore W4282975874C136764020 @default.
• W4282975874 hasConceptScore W4282975874C138885662 @default.
• W4282975874 hasConceptScore W4282975874C140779682 @default.
• W4282975874 hasConceptScore W4282975874C144559511 @default.
• W4282975874 hasConceptScore W4282975874C154945302 @default.
• W4282975874 hasConceptScore W4282975874C199845137 @default.
• W4282975874 hasConceptScore W4282975874C2779530757 @default.
• W4282975874 hasConceptScore W4282975874C31258907 @default.
• W4282975874 hasConceptScore W4282975874C38652104 @default.
• W4282975874 hasConceptScore W4282975874C41008148 @default.
• W4282975874 hasConceptScore W4282975874C50644808 @default.
• W4282975874 hasConceptScore W4282975874C76155785 @default.
• W4282975874 hasConceptScore W4282975874C81877898 @default.
• W4282975874 hasConceptScore W4282975874C94915269 @default.
• W4282975874 hasConceptScore W4282975874C98045186 @default.
• W4282975874 hasFunder F4320321091 @default.
• W4282975874 hasLocation W42829758741 @default.
• W4282975874 hasOpenAccess W4282975874 @default.
• W4282975874 hasPrimaryLocation W42829758741 @default.
• W4282975874 hasRelatedWork W10047719 @default.
• W4282975874 hasRelatedWork W12251780 @default.
• W4282975874 hasRelatedWork W1678066 @default.
• W4282975874 hasRelatedWork W5835750 @default.
• W4282975874 hasRelatedWork W7432053 @default.
• W4282975874 hasRelatedWork W8021486 @default.
• W4282975874 hasRelatedWork W8198582 @default.
• W4282975874 hasRelatedWork W8455847 @default.

• next