Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890157399> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2890157399 abstract "In a cloud environment, autoscaling systems alleviate applications when additional resources are required. However, an illegitimate or malicious workload may force the system to automatically provision resources when they are not needed, thus leading to two key problems: economic denial of sustainability (eDoS) and wastage of resources. In this paper, we propose an anomaly detection mechanism using resource behaviour analysis to prevent these issues. We build univariate autoregressive statistical models to analyze resource behaviours for each microservice on the platform. The use of multiple models helps us discern unusual anomalies rather than a sudden increase in certain properties. We implemented the anomaly detection for the Elascale autoscaling engine on SAVI Testbed and evaluated the detection mechanisms against different attacks. From the results, we conclude that the models can accurately detect anomalous behaviour for applications (with cyclical trends) on the autoscaling platform." @default.
- W2890157399 created "2018-09-27" @default.
- W2890157399 creator A5009437950 @default.
- W2890157399 creator A5052768624 @default.
- W2890157399 creator A5055726968 @default.
- W2890157399 date "2018-06-01" @default.
- W2890157399 modified "2023-10-04" @default.
- W2890157399 title "Anomaly Detection using Resource Behaviour Analysis for Autoscaling systems" @default.
- W2890157399 cites W2103899804 @default.
- W2890157399 cites W2247461815 @default.
- W2890157399 cites W2293342305 @default.
- W2890157399 cites W2761278203 @default.
- W2890157399 doi "https://doi.org/10.1109/netsoft.2018.8460025" @default.
- W2890157399 hasPublicationYear "2018" @default.
- W2890157399 type Work @default.
- W2890157399 sameAs 2890157399 @default.
- W2890157399 citedByCount "16" @default.
- W2890157399 countsByYear W28901573992018 @default.
- W2890157399 countsByYear W28901573992019 @default.
- W2890157399 countsByYear W28901573992020 @default.
- W2890157399 countsByYear W28901573992021 @default.
- W2890157399 countsByYear W28901573992022 @default.
- W2890157399 crossrefType "proceedings-article" @default.
- W2890157399 hasAuthorship W2890157399A5009437950 @default.
- W2890157399 hasAuthorship W2890157399A5052768624 @default.
- W2890157399 hasAuthorship W2890157399A5055726968 @default.
- W2890157399 hasConcept C111919701 @default.
- W2890157399 hasConcept C119857082 @default.
- W2890157399 hasConcept C120314980 @default.
- W2890157399 hasConcept C121332964 @default.
- W2890157399 hasConcept C124101348 @default.
- W2890157399 hasConcept C12997251 @default.
- W2890157399 hasConcept C149782125 @default.
- W2890157399 hasConcept C151406439 @default.
- W2890157399 hasConcept C159877910 @default.
- W2890157399 hasConcept C161584116 @default.
- W2890157399 hasConcept C162324750 @default.
- W2890157399 hasConcept C199163554 @default.
- W2890157399 hasConcept C206345919 @default.
- W2890157399 hasConcept C24338571 @default.
- W2890157399 hasConcept C26873012 @default.
- W2890157399 hasConcept C2778476105 @default.
- W2890157399 hasConcept C31258907 @default.
- W2890157399 hasConcept C31395832 @default.
- W2890157399 hasConcept C41008148 @default.
- W2890157399 hasConcept C739882 @default.
- W2890157399 hasConcept C79403827 @default.
- W2890157399 hasConcept C79974875 @default.
- W2890157399 hasConceptScore W2890157399C111919701 @default.
- W2890157399 hasConceptScore W2890157399C119857082 @default.
- W2890157399 hasConceptScore W2890157399C120314980 @default.
- W2890157399 hasConceptScore W2890157399C121332964 @default.
- W2890157399 hasConceptScore W2890157399C124101348 @default.
- W2890157399 hasConceptScore W2890157399C12997251 @default.
- W2890157399 hasConceptScore W2890157399C149782125 @default.
- W2890157399 hasConceptScore W2890157399C151406439 @default.
- W2890157399 hasConceptScore W2890157399C159877910 @default.
- W2890157399 hasConceptScore W2890157399C161584116 @default.
- W2890157399 hasConceptScore W2890157399C162324750 @default.
- W2890157399 hasConceptScore W2890157399C199163554 @default.
- W2890157399 hasConceptScore W2890157399C206345919 @default.
- W2890157399 hasConceptScore W2890157399C24338571 @default.
- W2890157399 hasConceptScore W2890157399C26873012 @default.
- W2890157399 hasConceptScore W2890157399C2778476105 @default.
- W2890157399 hasConceptScore W2890157399C31258907 @default.
- W2890157399 hasConceptScore W2890157399C31395832 @default.
- W2890157399 hasConceptScore W2890157399C41008148 @default.
- W2890157399 hasConceptScore W2890157399C739882 @default.
- W2890157399 hasConceptScore W2890157399C79403827 @default.
- W2890157399 hasConceptScore W2890157399C79974875 @default.
- W2890157399 hasLocation W28901573991 @default.
- W2890157399 hasOpenAccess W2890157399 @default.
- W2890157399 hasPrimaryLocation W28901573991 @default.
- W2890157399 hasRelatedWork W2036892512 @default.
- W2890157399 hasRelatedWork W2063729131 @default.
- W2890157399 hasRelatedWork W2746349969 @default.
- W2890157399 hasRelatedWork W3014106621 @default.
- W2890157399 hasRelatedWork W3122725606 @default.
- W2890157399 hasRelatedWork W4226505467 @default.
- W2890157399 hasRelatedWork W4243783011 @default.
- W2890157399 hasRelatedWork W4307800208 @default.
- W2890157399 hasRelatedWork W4366960586 @default.
- W2890157399 hasRelatedWork W4386903036 @default.
- W2890157399 isParatext "false" @default.
- W2890157399 isRetracted "false" @default.
- W2890157399 magId "2890157399" @default.
- W2890157399 workType "article" @default.