{"id":"https://openalex.org/W4416004491","doi":"https://doi.org/10.1145/3731599.3767583","title":"State Machine Orchestration of an HPC Workflow in Cloud","display_name":"State Machine Orchestration of an HPC Workflow in Cloud","publication_year":2025,"publication_date":"2025-11-07","ids":{"openalex":"https://openalex.org/W4416004491","doi":"https://doi.org/10.1145/3731599.3767583"},"language":null,"primary_location":{"id":"doi:10.1145/3731599.3767583","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731599.3767583","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3731599.3767583","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088788949","display_name":"Vanessa Sochat","orcid":"https://orcid.org/0000-0002-4387-3819"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vanessa Sochat","raw_affiliation_strings":["Lawrence Livermore National Laboratory (LLNL), Livermore, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-4387-3819","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory (LLNL), Livermore, California, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077703997","display_name":"Lo\u00efc Pottier","orcid":"https://orcid.org/0000-0002-7681-3521"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lo\u00efc Pottier","raw_affiliation_strings":["Lawrence Livermore National Laboratory (LLNL), Livermore, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-7681-3521","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory (LLNL), Livermore, California, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039245401","display_name":"Daniel Milroy","orcid":"https://orcid.org/0000-0001-6500-3227"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Milroy","raw_affiliation_strings":["Lawrence Livermore National Laboratory (LLNL), Livermore, California, USA"],"raw_orcid":"https://orcid.org/0000-0001-6500-3227","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory (LLNL), Livermore, California, USA","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43118477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2293","last_page":"2304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.6536999940872192,"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":0.6536999940872192,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.12479999661445618,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.029899999499320984,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.9042999744415283},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.8866000175476074},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8693000078201294},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.4909999966621399},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.43860000371932983},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.4198000133037567},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.41499999165534973},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4020000100135803}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9042999744415283},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.8866000175476074},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8693000078201294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889000177383423},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5622000098228455},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4975999891757965},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.4909999966621399},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.43860000371932983},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.4198000133037567},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.41499999165534973},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4020000100135803},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.367900013923645},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33390000462532043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30059999227523804},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2865000069141388},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.27709999680519104},{"id":"https://openalex.org/C2983819522","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud service provider","level":4,"score":0.26930001378059387},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.25279998779296875},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3731599.3767583","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731599.3767583","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3731599.3767583","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731599.3767583","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4889338094","display_name":null,"funder_award_id":"24-SI-005","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"}],"funders":[{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1971128281","https://openalex.org/W1974752004","https://openalex.org/W1996533619","https://openalex.org/W2008285031","https://openalex.org/W2038854077","https://openalex.org/W2052299042","https://openalex.org/W2078962046","https://openalex.org/W2084078215","https://openalex.org/W2125634634","https://openalex.org/W2171268876","https://openalex.org/W2184180980","https://openalex.org/W2252795400","https://openalex.org/W2560127491","https://openalex.org/W2605897695","https://openalex.org/W2613409207","https://openalex.org/W2902076893","https://openalex.org/W2987468355","https://openalex.org/W3007720002","https://openalex.org/W3013352749","https://openalex.org/W3015731845","https://openalex.org/W3106351511","https://openalex.org/W3126210478","https://openalex.org/W3153263790","https://openalex.org/W3158320312","https://openalex.org/W3158755582","https://openalex.org/W3210258158","https://openalex.org/W4200073357","https://openalex.org/W4210390389","https://openalex.org/W4307080517","https://openalex.org/W4320915918","https://openalex.org/W4381800778","https://openalex.org/W4393037824","https://openalex.org/W4401852436","https://openalex.org/W4403289611","https://openalex.org/W4403590672","https://openalex.org/W4405755678","https://openalex.org/W4406157019","https://openalex.org/W4406157807","https://openalex.org/W4407940083","https://openalex.org/W6949420793"],"related_works":[],"abstract_inverted_index":{"The":[0,25],"High":[1],"Performance":[2],"Computing":[3],"(HPC)":[4],"community":[5],"is":[6,16,58],"facing":[7],"a":[8,84,87,94,115],"period":[9],"of":[10,30,44,67,106],"change,":[11],"where":[12],"access":[13,49],"to":[14,50,56,93,101,109,124],"resources":[15],"uncertain":[17],"and":[18,27,52,121,131,139,146],"workflows":[19],"must":[20],"move":[21],"between":[22],"available":[23],"environments.":[24],"economic":[26],"innovative":[28],"power":[29],"cloud":[31,57,100],"presents":[32],"opportunity":[33],"by":[34],"offering":[35],"state-of-the-art":[36],"orchestration":[37,66],"frameworks":[38],"like":[39],"Kubernetes.":[40,79],"However,":[41],"the":[42,65,72,103],"existence":[43],"environments":[45],"does":[46],"not":[47],"guarantee":[48],"them,":[51],"porting":[53],"HPC":[54,92],"applications":[55],"non-trivial.":[59],"In":[60],"this":[61],"work,":[62],"we":[63,128],"redesign":[64],"an":[68,125],"ensemble-based":[69],"workflow":[70,110,134],"\u2013":[71],"Multiscale":[73],"Machine-Learned":[74],"Modeling":[75],"Infrastructure":[76],"(MuMMI)":[77],"for":[78,137],"We":[80],"perform":[81],"experiments":[82],"representing":[83],"progression":[85],"from":[86,114],"traditional":[88,116],"MuMMI":[89],"run":[90],"on":[91,119],"fully":[95],"portable":[96],"variant":[97],"running":[98],"in":[99,144],"assess":[102],"relative":[104],"contributions":[105],"cloud-native":[107],"features":[108],"performance":[111],"improvement.":[112],"Moving":[113],"design":[117,127],"based":[118],"service":[120],"filesystem":[122],"components":[123],"event-driven":[126],"demonstrate":[129],"62.24%":[130],"40.29%":[132],"faster":[133],"completion":[135],"times":[136],"CPU":[138],"GPU":[140],"setups,":[141],"respectively,":[142],"resulting":[143],"45.0%":[145],"38.3%":[147],"lower":[148],"costs.":[149]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-07T00:00:00"}
