Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386363021> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4386363021 endingPage "12" @default.
- W4386363021 startingPage "1" @default.
- W4386363021 abstract "In recent years, serverless computing has garnered significant attention owing to its high scalability, pay-as-you-go billing model, and efficient resource management provided by cloud service providers. Optimal resource scheduling of serverless computing has become imperative to reduce energy consumption and enable sustainable computing. However, existing serverless platforms encounter two significant challenges: the cold-start problem of containers and the absence of an effective resource allocation strategy for serverless workflows. Existing pre-warm strategies are associated with high computational overhead, while current resource scheduling techniques inadequately account for the intricate structure of serverless workflows. To address these challenges, we present SSC, a pre-warming and automatic resource allocation framework designed explicitly for serverless workflows. We introduce an innovative gradient-based algorithm for pre-warming containers, significantly reducing cold start hit rates. Moreover, leveraging a critical path and priority queue-based algorithm, SSC enables efficient allocation of resources for serverless workflows. In our experimental evaluation, SSC reduces the cold start hit rate by nearly <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$50%$</tex-math></inline-formula> and achieves substantial cost savings of approximately <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$30%$</tex-math></inline-formula> ." @default.
- W4386363021 created "2023-09-02" @default.
- W4386363021 creator A5010791300 @default.
- W4386363021 creator A5036789442 @default.
- W4386363021 creator A5049487451 @default.
- W4386363021 creator A5062665642 @default.
- W4386363021 creator A5074828414 @default.
- W4386363021 creator A5077749802 @default.
- W4386363021 date "2023-01-01" @default.
- W4386363021 modified "2023-09-27" @default.
- W4386363021 title "Sustainable Serverless Computing with Cold-start Optimization and Automatic Workflow Resource Scheduling" @default.
- W4386363021 doi "https://doi.org/10.1109/tsusc.2023.3311197" @default.
- W4386363021 hasPublicationYear "2023" @default.
- W4386363021 type Work @default.
- W4386363021 citedByCount "0" @default.
- W4386363021 crossrefType "journal-article" @default.
- W4386363021 hasAuthorship W4386363021A5010791300 @default.
- W4386363021 hasAuthorship W4386363021A5036789442 @default.
- W4386363021 hasAuthorship W4386363021A5049487451 @default.
- W4386363021 hasAuthorship W4386363021A5062665642 @default.
- W4386363021 hasAuthorship W4386363021A5074828414 @default.
- W4386363021 hasAuthorship W4386363021A5077749802 @default.
- W4386363021 hasConcept C111919701 @default.
- W4386363021 hasConcept C11413529 @default.
- W4386363021 hasConcept C120314980 @default.
- W4386363021 hasConcept C126255220 @default.
- W4386363021 hasConcept C177212765 @default.
- W4386363021 hasConcept C206729178 @default.
- W4386363021 hasConcept C33923547 @default.
- W4386363021 hasConcept C41008148 @default.
- W4386363021 hasConcept C48044578 @default.
- W4386363021 hasConcept C77088390 @default.
- W4386363021 hasConcept C79974875 @default.
- W4386363021 hasConceptScore W4386363021C111919701 @default.
- W4386363021 hasConceptScore W4386363021C11413529 @default.
- W4386363021 hasConceptScore W4386363021C120314980 @default.
- W4386363021 hasConceptScore W4386363021C126255220 @default.
- W4386363021 hasConceptScore W4386363021C177212765 @default.
- W4386363021 hasConceptScore W4386363021C206729178 @default.
- W4386363021 hasConceptScore W4386363021C33923547 @default.
- W4386363021 hasConceptScore W4386363021C41008148 @default.
- W4386363021 hasConceptScore W4386363021C48044578 @default.
- W4386363021 hasConceptScore W4386363021C77088390 @default.
- W4386363021 hasConceptScore W4386363021C79974875 @default.
- W4386363021 hasLocation W43863630211 @default.
- W4386363021 hasOpenAccess W4386363021 @default.
- W4386363021 hasPrimaryLocation W43863630211 @default.
- W4386363021 hasRelatedWork W1130177354 @default.
- W4386363021 hasRelatedWork W1596010778 @default.
- W4386363021 hasRelatedWork W1767718647 @default.
- W4386363021 hasRelatedWork W1992741870 @default.
- W4386363021 hasRelatedWork W2240063513 @default.
- W4386363021 hasRelatedWork W2364921833 @default.
- W4386363021 hasRelatedWork W2385146268 @default.
- W4386363021 hasRelatedWork W2546696010 @default.
- W4386363021 hasRelatedWork W2899407724 @default.
- W4386363021 hasRelatedWork W4310607303 @default.
- W4386363021 isParatext "false" @default.
- W4386363021 isRetracted "false" @default.
- W4386363021 workType "article" @default.