{"id":"https://openalex.org/W4405656081","doi":"https://doi.org/10.1016/j.future.2024.107684","title":"Formal definition and implementation of reproducibility tenets for computational workflows","display_name":"Formal definition and implementation of reproducibility tenets for computational workflows","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4405656081","doi":"https://doi.org/10.1016/j.future.2024.107684"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2024.107684","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.future.2024.107684","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.future.2024.107684","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036611528","display_name":"Nicholas Pritchard","orcid":"https://orcid.org/0000-0003-0587-2310"},"institutions":[{"id":"https://openalex.org/I4210160376","display_name":"International Centre for Radio Astronomy Research","ror":"https://ror.org/05sd1pp77","country_code":"AU","type":"other","lineage":["https://openalex.org/I177877127","https://openalex.org/I205640436","https://openalex.org/I4210160376"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Nicholas J. Pritchard","raw_affiliation_strings":["International Centre for Radio Astronomy Research, University of Western Australia, 7 Fairway, Perth, 6009, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0587-2310","affiliations":[{"raw_affiliation_string":"International Centre for Radio Astronomy Research, University of Western Australia, 7 Fairway, Perth, 6009, WA, Australia","institution_ids":["https://openalex.org/I4210160376"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029794807","display_name":"A. Wicenec","orcid":"https://orcid.org/0000-0002-1774-5653"},"institutions":[{"id":"https://openalex.org/I4210160376","display_name":"International Centre for Radio Astronomy Research","ror":"https://ror.org/05sd1pp77","country_code":"AU","type":"other","lineage":["https://openalex.org/I177877127","https://openalex.org/I205640436","https://openalex.org/I4210160376"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andreas Wicenec","raw_affiliation_strings":["International Centre for Radio Astronomy Research, University of Western Australia, 7 Fairway, Perth, 6009, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1774-5653","affiliations":[{"raw_affiliation_string":"International Centre for Radio Astronomy Research, University of Western Australia, 7 Fairway, Perth, 6009, WA, Australia","institution_ids":["https://openalex.org/I4210160376"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036611528"],"corresponding_institution_ids":["https://openalex.org/I4210160376"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":{"value":3340,"currency":"USD","value_usd":3340},"fwci":2.9654,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93746196,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"166","issue":null,"first_page":"107684","last_page":"107684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9902999997138977,"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/computer-science","display_name":"Computer science","score":0.9063092470169067},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6684568524360657},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.5139824748039246},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4723024368286133},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36110928654670715},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3458941578865051},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12987467646598816},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.0883440375328064}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9063092470169067},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6684568524360657},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.5139824748039246},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4723024368286133},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36110928654670715},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3458941578865051},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12987467646598816},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0883440375328064},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.future.2024.107684","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.future.2024.107684","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/907af754-dfcd-4d3d-ad53-0f884ac45f7b","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/907af754-dfcd-4d3d-ad53-0f884ac45f7b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pritchard, N J & Wicenec, A 2025, 'Formal definition and implementation of reproducibility tenets for computational workflows', Future Generation Computer Systems, vol. 166, 107684, pp. 1-15. https://doi.org/10.1016/j.future.2024.107684","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1016/j.future.2024.107684","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.future.2024.107684","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1574680346","https://openalex.org/W1825120118","https://openalex.org/W1983833794","https://openalex.org/W1985462363","https://openalex.org/W2008985174","https://openalex.org/W2013434113","https://openalex.org/W2013492717","https://openalex.org/W2036318837","https://openalex.org/W2063123613","https://openalex.org/W2078962046","https://openalex.org/W2105331421","https://openalex.org/W2128226234","https://openalex.org/W2129666400","https://openalex.org/W2130126144","https://openalex.org/W2151577432","https://openalex.org/W2168103533","https://openalex.org/W2302501749","https://openalex.org/W2406493898","https://openalex.org/W2414283705","https://openalex.org/W2477403324","https://openalex.org/W2477523090","https://openalex.org/W2500995245","https://openalex.org/W2560127491","https://openalex.org/W2572857085","https://openalex.org/W2587995914","https://openalex.org/W2592183455","https://openalex.org/W2597357676","https://openalex.org/W2598639751","https://openalex.org/W2605897695","https://openalex.org/W2618602062","https://openalex.org/W2731055327","https://openalex.org/W2747311934","https://openalex.org/W2750943285","https://openalex.org/W2787858429","https://openalex.org/W2789202269","https://openalex.org/W2792955190","https://openalex.org/W2900265028","https://openalex.org/W2945718141","https://openalex.org/W2955703013","https://openalex.org/W2985923507","https://openalex.org/W2986579771","https://openalex.org/W2990453700","https://openalex.org/W3006653136","https://openalex.org/W3013954280","https://openalex.org/W3025792028","https://openalex.org/W3035965352","https://openalex.org/W3036888600","https://openalex.org/W3080258022","https://openalex.org/W3087554161","https://openalex.org/W3099878876","https://openalex.org/W3102863256","https://openalex.org/W3108172628","https://openalex.org/W3121485564","https://openalex.org/W3132230528","https://openalex.org/W3137587712","https://openalex.org/W3142490982","https://openalex.org/W3157306318","https://openalex.org/W4244008989","https://openalex.org/W4298403656","https://openalex.org/W4300002067","https://openalex.org/W4393799700","https://openalex.org/W6634725343","https://openalex.org/W6635796257","https://openalex.org/W6655568414","https://openalex.org/W6667744531","https://openalex.org/W6679517723","https://openalex.org/W6687201723","https://openalex.org/W6756867083","https://openalex.org/W6758897570","https://openalex.org/W6782862802","https://openalex.org/W6862922315","https://openalex.org/W6893971235","https://openalex.org/W6950326367"],"related_works":["https://openalex.org/W2413717610","https://openalex.org/W1973270181","https://openalex.org/W2417696084","https://openalex.org/W2368782778","https://openalex.org/W2087830269","https://openalex.org/W3106281778","https://openalex.org/W4324138256","https://openalex.org/W3134060498","https://openalex.org/W2003643616","https://openalex.org/W638612878"],"abstract_inverted_index":{"Computational":[0],"workflow":[1,66,82,96,105,133,145,201,237,246,268],"management":[2,67,134],"systems":[3,68],"power":[4],"contemporary":[5],"data-intensive":[6],"sciences.":[7],"The":[8,30],"slowly":[9],"resolving":[10],"reproducibility":[11,88,217,249,254],"crisis":[12],"presents":[13,49,76],"both":[14],"a":[15,77,101,122,132,167,175,179,200,221,242,266],"sobering":[16],"warning":[17],"and":[18,26,48,53,79,84,120,184,192,219,232,244,264,275],"an":[19],"opportunity":[20],"to":[21,61,69,103,139],"iterate":[22],"on":[23,216],"what":[24],"science":[25],"data":[27],"processing":[28,172],"entails.":[29],"Square":[31],"Kilometre":[32],"Array":[33],"(SKA),":[34],"the":[35,42,63,137,148,190,260],"world\u2019s":[36],"largest":[37],"radio":[38],"telescope,":[39],"is":[40],"among":[41],"most":[43],"extensive":[44],"scientific":[45,51,156,230],"projects":[46],"underway":[47],"grand":[50],"collaboration":[52],"data-processing":[54],"challenges.":[55],"In":[56],"this":[57,95],"work,":[58],"we":[59,99],"aim":[60],"improve":[62],"ability":[64],"of":[65,150,155,194,241],"facilitate":[70],"reproducible,":[71],"high-quality":[72],"science.":[73],"This":[74,187],"work":[75],"scale":[78,243],"system-agnostic":[80,245],"computational":[81],"model":[83,247],"extends":[85],"five":[86],"well-known":[87],"concepts":[89,119],"into":[90,144],"seven":[91,253],"well-defined":[92],"tenets":[93],"for":[94,136,248],"model.":[97],"Additionally,":[98],"present":[100],"method":[102,274],"construct":[104],"execution":[106],"signatures":[107],"using":[108,182],"cryptographic":[109],"primitives":[110],"in":[111,125,158,225,259],"amortized":[112,159],"constant":[113,160],"time.":[114,161],"We":[115,162],"combine":[116],"these":[117],"three":[118],"provide":[121],"concrete":[123,222],"implementation":[124,224],"Data":[126],"Activated":[127],"Flow":[128],"Graph":[129],"Engine":[130],"(DALiuGE),":[131],"system":[135],"SKA":[138],"embed":[140],"specific":[141],"provenance":[142,212],"information":[143,213],"signatures,":[146],"demonstrating":[147],"possibility":[149],"facilitating":[151],"automatic":[152],"formal":[153,196,208],"verification":[154],"quality":[157],"validate":[163],"our":[164],"approach":[165],"with":[166,178,199],"simple":[168],"yet":[169],"representative":[170],"astronomical":[171],"task:":[173],"filtering":[174],"noisy":[176],"signal":[177],"lowpass":[180],"filter":[181],"CPU":[183],"GPU":[185],"methods.":[186],"example":[188,223],"shows":[189],"practicality":[191],"efficacy":[193],"combining":[195],"tenet":[197],"definitions":[198],"signature":[202,269],"generation":[203],"mechanism.":[204],"Our":[205],"framework,":[206],"spanning":[207],"UML":[209],"specification,":[210],"principled":[211],"collection":[214],"based":[215],"tenets,":[218],"finally,":[220],"DALiuGE":[226],"illuminates":[227],"otherwise":[228],"obscure":[229],"discrepancies":[231],"similarities":[233],"between":[234,280],"principally":[235],"identical":[236],"executions.":[238],"\u2022":[239,251,262,271],"Design":[240],"tests.":[250],"Defines":[252],"tests":[255,276],"integrating":[256],"goals":[257],"found":[258],"literature.":[261],"Describes":[263],"demonstrates":[265],"hash-graph-based":[267],"method.":[270],"Combined":[272],"model,":[273],"reveal":[277],"numerical":[278],"differences":[279],"workflows.":[281]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
