{"id":"https://openalex.org/W2783793290","doi":"https://doi.org/10.3390/rs10010074","title":"SparkCloud: A Cloud-Based Elastic Bushfire Simulation Service","display_name":"SparkCloud: A Cloud-Based Elastic Bushfire Simulation Service","publication_year":2018,"publication_date":"2018-01-07","ids":{"openalex":"https://openalex.org/W2783793290","doi":"https://doi.org/10.3390/rs10010074","mag":"2783793290"},"language":"en","primary_location":{"id":"doi:10.3390/rs10010074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10010074","pdf_url":"https://www.mdpi.com/2072-4292/10/1/74/pdf?version=1515466943","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/1/74/pdf?version=1515466943","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013136179","display_name":"Saurabh Garg","orcid":"https://orcid.org/0000-0001-8719-284X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Saurabh Garg","raw_affiliation_strings":["School of Technology, Environments and Design (TED), University of Tasmania, Sandy Bay, TAS 7005, Australia"],"affiliations":[{"raw_affiliation_string":"School of Technology, Environments and Design (TED), University of Tasmania, Sandy Bay, TAS 7005, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073956119","display_name":"Nicholas Forbes-Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nicholas Forbes-Smith","raw_affiliation_strings":["School of Technology, Environments and Design (TED), University of Tasmania, Sandy Bay, TAS 7005, Australia"],"affiliations":[{"raw_affiliation_string":"School of Technology, Environments and Design (TED), University of Tasmania, Sandy Bay, TAS 7005, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056631907","display_name":"James Hilton","orcid":"https://orcid.org/0000-0003-3676-0880"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James Hilton","raw_affiliation_strings":["Data61, Eveleigh NSW 2015, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, Eveleigh NSW 2015, Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017744998","display_name":"Mahesh Prakash","orcid":"https://orcid.org/0000-0001-7344-7944"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mahesh Prakash","raw_affiliation_strings":["Data61, Eveleigh NSW 2015, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, Eveleigh NSW 2015, Australia","institution_ids":["https://openalex.org/I42894916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013136179"],"corresponding_institution_ids":["https://openalex.org/I129801699"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.0563,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89918844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"1","first_page":"74","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8098180890083313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7939457893371582},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7711822986602783},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6234628558158875},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5026066303253174},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4875456690788269},{"id":"https://openalex.org/keywords/user-requirements-document","display_name":"User requirements document","score":0.45868420600891113},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4367069602012634},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4358063340187073},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2528965175151825},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2492489218711853},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18999487161636353},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09448188543319702},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07983419299125671}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8098180890083313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939457893371582},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7711822986602783},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6234628558158875},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5026066303253174},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4875456690788269},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.45868420600891113},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4367069602012634},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4358063340187073},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2528965175151825},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2492489218711853},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18999487161636353},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09448188543319702},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07983419299125671},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs10010074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10010074","pdf_url":"https://www.mdpi.com/2072-4292/10/1/74/pdf?version=1515466943","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.utas.edu.au:26653","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ecite.utas.edu.au:125155","is_oa":true,"landing_page_url":"http://ecite.utas.edu.au/125155","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Refereed Article"},{"id":"pmh:oai:doaj.org/article:7ddbe1c1a27046c5b2b6eceab0420f65","is_oa":true,"landing_page_url":"https://doaj.org/article/7ddbe1c1a27046c5b2b6eceab0420f65","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 1, p 74 (2018)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/22965113","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/SparkCloud_a_cloud-based_elastic_bushfire_simulation_service/22965113","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10010074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10010074","pdf_url":"https://www.mdpi.com/2072-4292/10/1/74/pdf?version=1515466943","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2783793290.pdf","grobid_xml":"https://content.openalex.org/works/W2783793290.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W131924572","https://openalex.org/W262221058","https://openalex.org/W1531419578","https://openalex.org/W2015560994","https://openalex.org/W2043459197","https://openalex.org/W2066618446","https://openalex.org/W2106074570","https://openalex.org/W2113032706","https://openalex.org/W2143853136","https://openalex.org/W2200246263","https://openalex.org/W2503767815","https://openalex.org/W2514858538","https://openalex.org/W2596544602","https://openalex.org/W2614882898","https://openalex.org/W6687659818","https://openalex.org/W6927155609"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W1997222214","https://openalex.org/W2070395303"],"abstract_inverted_index":{"The":[0,130,156],"accurate":[1],"modeling":[2,54],"of":[3,24,36,80,113,123,158,167],"bushfires":[4,168],"is":[5,138,162],"not":[6,91],"only":[7],"complex":[8],"and":[9,31,41,93,120,142,149,169],"contextual":[10],"but":[11],"also":[12],"a":[13,59,84,139],"computationally":[14],"intensive":[15],"task.":[16],"Ensemble":[17],"predictions,":[18],"involving":[19],"several":[20],"thousands":[21],"to":[22,29,55,72,96,126],"millions":[23],"simulations,":[25],"can":[26],"be":[27,56],"required":[28],"capture":[30],"quantify":[32],"the":[33,68,78,107,124,159],"uncertain":[34],"nature":[35],"bushfires.":[37],"Moreover,":[38],"users\u2019":[39,99],"requirement":[40],"configuration":[42,116],"may":[43,70],"change":[44],"in":[45,153],"different":[46,98],"situations":[47],"requiring":[48],"either":[49],"more":[50],"computational":[51],"resources":[52],"or":[53],"completed":[57],"with":[58],"stricter":[60],"time":[61,100],"constraint.":[62],"For":[63],"example,":[64],"during":[65],"emergency":[66],"situations,":[67],"user":[69],"need":[71],"make":[73],"time-critical":[74],"decisions":[75],"that":[76],"require":[77],"execution":[79],"bushfire-spread":[81,147],"models":[82],"within":[83],"deadline.":[85],"Currently,":[86],"most":[87],"operational":[88],"tools":[89],"are":[90],"flexible":[92,141],"scalable":[94,143],"enough":[95],"consider":[97],"requirements.":[101,129],"In":[102],"this":[103],"paper,":[104],"we":[105],"propose":[106],"SparkCloud":[108,160],"service,":[109],"which":[110,137],"integrates":[111],"features":[112,122],"user-defined":[114],"customizable":[115],"for":[117,146],"bushfire":[118],"simulations":[119],"scalability/elasticity":[121],"cloud":[125,132,172],"handle":[127],"computation":[128],"proposed":[131],"service":[133,161],"utilizes":[134],"Data61\u2019s":[135],"Spark,":[136],"significantly":[140],"software":[144],"system":[145],"prediction":[148],"has":[150],"been":[151],"used":[152],"practical":[154],"scenarios.":[155],"effectiveness":[157],"demonstrated":[163],"using":[164],"real":[165,171],"cases":[166],"on":[170],"computing":[173],"infrastructure.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
