Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200428485> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4200428485 abstract "The sudden onset of the COVID-19 global health crisis and as-sociated economic and social fall-out has highlighted the im-portance of speed in modeling emergency scenarios so that ro-bust, reliable evidence can be placed in policy and decision-makers’ hands as swiftly as possible. For computational social scientists who are building complex policy models but who lack ready access to high-performance computing facilities, such time-pressure can hinder effective engagement. Popular and ac-cessible agent-based modeling platforms such as NetLogo can be fast to develop, but slow to run when exploring broad param-eter spaces on individual workstations. However, while deploy-ment on high-performance computing (HPC) clusters can achieve marked performance improvements, transferring models from workstations to HPC clusters can also be a technically challenging and time-consuming task. In this paper we present a set of generic templates that can be used and adapted by NetLogo users who have access to HPC clusters but require ad-ditional support for deploying their models on such infrastruc-ture. We show that model run-time speed improvements of be-tween 200x and 400x over desktop machines are possible using 1) a benchmark ‘wolf-sheep predation’ model in addition to 2) an example drawn from our own work modeling the spread of COVID-19 in Victoria, Australia. We describe how a focus on improving model speed is non-trivial for model development and discuss its practical importance for improved policy and de-cision-making in the real world. We provide all associated doc-umentation in a linked git repository." @default.
- W4200428485 created "2021-12-31" @default.
- W4200428485 creator A5001625855 @default.
- W4200428485 creator A5044517527 @default.
- W4200428485 creator A5045904821 @default.
- W4200428485 creator A5046363251 @default.
- W4200428485 creator A5066163136 @default.
- W4200428485 creator A5067536007 @default.
- W4200428485 date "2021-11-13" @default.
- W4200428485 modified "2023-09-27" @default.
- W4200428485 title "Improving speed of models for improved real-world decision-making" @default.
- W4200428485 doi "https://doi.org/10.31235/osf.io/sqy8c" @default.
- W4200428485 hasPublicationYear "2021" @default.
- W4200428485 type Work @default.
- W4200428485 citedByCount "2" @default.
- W4200428485 countsByYear W42004284852022 @default.
- W4200428485 countsByYear W42004284852023 @default.
- W4200428485 crossrefType "posted-content" @default.
- W4200428485 hasAuthorship W4200428485A5001625855 @default.
- W4200428485 hasAuthorship W4200428485A5044517527 @default.
- W4200428485 hasAuthorship W4200428485A5045904821 @default.
- W4200428485 hasAuthorship W4200428485A5046363251 @default.
- W4200428485 hasAuthorship W4200428485A5066163136 @default.
- W4200428485 hasAuthorship W4200428485A5067536007 @default.
- W4200428485 hasBestOaLocation W42004284852 @default.
- W4200428485 hasConcept C111919701 @default.
- W4200428485 hasConcept C127413603 @default.
- W4200428485 hasConcept C13280743 @default.
- W4200428485 hasConcept C154945302 @default.
- W4200428485 hasConcept C167221231 @default.
- W4200428485 hasConcept C173608175 @default.
- W4200428485 hasConcept C177264268 @default.
- W4200428485 hasConcept C185798385 @default.
- W4200428485 hasConcept C199360897 @default.
- W4200428485 hasConcept C205649164 @default.
- W4200428485 hasConcept C2780873155 @default.
- W4200428485 hasConcept C41008148 @default.
- W4200428485 hasConcept C42475967 @default.
- W4200428485 hasConcept C67953723 @default.
- W4200428485 hasConcept C68339613 @default.
- W4200428485 hasConcept C83283714 @default.
- W4200428485 hasConceptScore W4200428485C111919701 @default.
- W4200428485 hasConceptScore W4200428485C127413603 @default.
- W4200428485 hasConceptScore W4200428485C13280743 @default.
- W4200428485 hasConceptScore W4200428485C154945302 @default.
- W4200428485 hasConceptScore W4200428485C167221231 @default.
- W4200428485 hasConceptScore W4200428485C173608175 @default.
- W4200428485 hasConceptScore W4200428485C177264268 @default.
- W4200428485 hasConceptScore W4200428485C185798385 @default.
- W4200428485 hasConceptScore W4200428485C199360897 @default.
- W4200428485 hasConceptScore W4200428485C205649164 @default.
- W4200428485 hasConceptScore W4200428485C2780873155 @default.
- W4200428485 hasConceptScore W4200428485C41008148 @default.
- W4200428485 hasConceptScore W4200428485C42475967 @default.
- W4200428485 hasConceptScore W4200428485C67953723 @default.
- W4200428485 hasConceptScore W4200428485C68339613 @default.
- W4200428485 hasConceptScore W4200428485C83283714 @default.
- W4200428485 hasLocation W42004284851 @default.
- W4200428485 hasLocation W42004284852 @default.
- W4200428485 hasOpenAccess W4200428485 @default.
- W4200428485 hasPrimaryLocation W42004284851 @default.
- W4200428485 hasRelatedWork W1483624853 @default.
- W4200428485 hasRelatedWork W1491544602 @default.
- W4200428485 hasRelatedWork W1553855640 @default.
- W4200428485 hasRelatedWork W1800827217 @default.
- W4200428485 hasRelatedWork W2053732522 @default.
- W4200428485 hasRelatedWork W2096826253 @default.
- W4200428485 hasRelatedWork W2348739446 @default.
- W4200428485 hasRelatedWork W2358053162 @default.
- W4200428485 hasRelatedWork W3150098167 @default.
- W4200428485 hasRelatedWork W4200428485 @default.
- W4200428485 isParatext "false" @default.
- W4200428485 isRetracted "false" @default.
- W4200428485 workType "article" @default.