Matches in SemOpenAlex for { <https://semopenalex.org/work/W2057799956> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2057799956 abstract "Coordination of multiple concurrent data stream processing, carried out through a distributed Cloud infrastructure, is described. The coordination (control) is carried out through the use of a Reference net (a particular type of Petri net) based interpreter, implemented alongside the Comet Cloud system. One of the benefits of this approach is that the model can also be executed directly to support the coordination action. The proposed approach supports the simultaneous processing of data streams and enables dynamic scale-up of heterogeneous computational resources on demand, while meeting the particular quality of service requirements (throughput) for each data stream. We assume that the processing to be applied to each data stream is known a priori. The workflow interpreter monitors the arrival rate and throughput of each data stream, as a consequence of carrying out the execution using Comet Cloud. We demonstrate the use of the control strategy using two key actions - allocating and deal locating resources dynamically based on the number of tasks waiting to be executed (using a predefined threshold). However, a variety of other control actions can also be supported and are described in this work. Evaluation is carried out using a distributed Comet Cloud deployment - where the allocation of new resources can be based on a number of different criteria, such as: (i) differences between sites, i.e. Based on the types of resources supported (e.g. GPU vs. CPU only, FPGAs, etc), (ii) cost of execution, (iii) failure rate and likely resilience, etc." @default.
- W2057799956 created "2016-06-24" @default.
- W2057799956 creator A5010978862 @default.
- W2057799956 creator A5021973291 @default.
- W2057799956 creator A5060153432 @default.
- W2057799956 creator A5060820738 @default.
- W2057799956 date "2014-09-01" @default.
- W2057799956 modified "2023-10-02" @default.
- W2057799956 title "Extending CometCloud to Process Dynamic Data Streams on Heterogeneous Infrastructures" @default.
- W2057799956 cites W146979983 @default.
- W2057799956 cites W1588984069 @default.
- W2057799956 cites W1985148591 @default.
- W2057799956 cites W1996109622 @default.
- W2057799956 cites W2003272624 @default.
- W2057799956 cites W2053321145 @default.
- W2057799956 cites W2075043513 @default.
- W2057799956 cites W2109819081 @default.
- W2057799956 cites W2110173596 @default.
- W2057799956 cites W2111874689 @default.
- W2057799956 cites W2119745055 @default.
- W2057799956 cites W2120998288 @default.
- W2057799956 cites W2131780143 @default.
- W2057799956 cites W2132851185 @default.
- W2057799956 cites W2143357067 @default.
- W2057799956 cites W2145150675 @default.
- W2057799956 cites W2148023320 @default.
- W2057799956 cites W2161307885 @default.
- W2057799956 cites W3145010644 @default.
- W2057799956 doi "https://doi.org/10.1109/iccac.2014.22" @default.
- W2057799956 hasPublicationYear "2014" @default.
- W2057799956 type Work @default.
- W2057799956 sameAs 2057799956 @default.
- W2057799956 citedByCount "7" @default.
- W2057799956 countsByYear W20577999562015 @default.
- W2057799956 countsByYear W20577999562016 @default.
- W2057799956 countsByYear W20577999562017 @default.
- W2057799956 countsByYear W20577999562018 @default.
- W2057799956 crossrefType "proceedings-article" @default.
- W2057799956 hasAuthorship W2057799956A5010978862 @default.
- W2057799956 hasAuthorship W2057799956A5021973291 @default.
- W2057799956 hasAuthorship W2057799956A5060153432 @default.
- W2057799956 hasAuthorship W2057799956A5060820738 @default.
- W2057799956 hasConcept C107027933 @default.
- W2057799956 hasConcept C111919701 @default.
- W2057799956 hasConcept C120314980 @default.
- W2057799956 hasConcept C121332964 @default.
- W2057799956 hasConcept C124101348 @default.
- W2057799956 hasConcept C157764524 @default.
- W2057799956 hasConcept C177212765 @default.
- W2057799956 hasConcept C2778484313 @default.
- W2057799956 hasConcept C41008148 @default.
- W2057799956 hasConcept C44870925 @default.
- W2057799956 hasConcept C555944384 @default.
- W2057799956 hasConcept C76155785 @default.
- W2057799956 hasConcept C77088390 @default.
- W2057799956 hasConcept C79403827 @default.
- W2057799956 hasConcept C79974875 @default.
- W2057799956 hasConcept C89198739 @default.
- W2057799956 hasConcept C94081185 @default.
- W2057799956 hasConcept C98045186 @default.
- W2057799956 hasConceptScore W2057799956C107027933 @default.
- W2057799956 hasConceptScore W2057799956C111919701 @default.
- W2057799956 hasConceptScore W2057799956C120314980 @default.
- W2057799956 hasConceptScore W2057799956C121332964 @default.
- W2057799956 hasConceptScore W2057799956C124101348 @default.
- W2057799956 hasConceptScore W2057799956C157764524 @default.
- W2057799956 hasConceptScore W2057799956C177212765 @default.
- W2057799956 hasConceptScore W2057799956C2778484313 @default.
- W2057799956 hasConceptScore W2057799956C41008148 @default.
- W2057799956 hasConceptScore W2057799956C44870925 @default.
- W2057799956 hasConceptScore W2057799956C555944384 @default.
- W2057799956 hasConceptScore W2057799956C76155785 @default.
- W2057799956 hasConceptScore W2057799956C77088390 @default.
- W2057799956 hasConceptScore W2057799956C79403827 @default.
- W2057799956 hasConceptScore W2057799956C79974875 @default.
- W2057799956 hasConceptScore W2057799956C89198739 @default.
- W2057799956 hasConceptScore W2057799956C94081185 @default.
- W2057799956 hasConceptScore W2057799956C98045186 @default.
- W2057799956 hasLocation W20577999561 @default.
- W2057799956 hasOpenAccess W2057799956 @default.
- W2057799956 hasPrimaryLocation W20577999561 @default.
- W2057799956 hasRelatedWork W1524726339 @default.
- W2057799956 hasRelatedWork W1659297560 @default.
- W2057799956 hasRelatedWork W2059829055 @default.
- W2057799956 hasRelatedWork W2128048213 @default.
- W2057799956 hasRelatedWork W2281185616 @default.
- W2057799956 hasRelatedWork W2364160370 @default.
- W2057799956 hasRelatedWork W27316996 @default.
- W2057799956 hasRelatedWork W2899407724 @default.
- W2057799956 hasRelatedWork W2971015502 @default.
- W2057799956 hasRelatedWork W3046318196 @default.
- W2057799956 isParatext "false" @default.
- W2057799956 isRetracted "false" @default.
- W2057799956 magId "2057799956" @default.
- W2057799956 workType "article" @default.