{"id":"https://openalex.org/W4387828845","doi":"https://doi.org/10.1109/igarss52108.2023.10283416","title":"End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing","display_name":"End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387828845","doi":"https://doi.org/10.1109/igarss52108.2023.10283416"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10283416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10283416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/325537559/End-to-End_Process_Orchestration_of_Earth_Observation_Data_Workflows_with_Apache_Airflow_on_High_Performance_Computing.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100730431","display_name":"Liang Tian","orcid":"https://orcid.org/0000-0002-9625-8326"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Liang Tian","raw_affiliation_strings":["University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082191714","display_name":"Rocco Sedona","orcid":"https://orcid.org/0000-0003-4089-972X"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Rocco Sedona","raw_affiliation_strings":["University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058263968","display_name":"Amirpasha Mozaffari","orcid":"https://orcid.org/0000-0001-6719-0425"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amirpasha Mozaffari","raw_affiliation_strings":["Forschungszentrum J&#x00FC;lich,J&#x00FC;lich Supercomputing Centre,J&#x00FC;lich,Germany,52428"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum J&#x00FC;lich,J&#x00FC;lich Supercomputing Centre,J&#x00FC;lich,Germany,52428","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051729394","display_name":"Enxhi Kreshpa","orcid":"https://orcid.org/0000-0001-5406-0533"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Enxhi Kreshpa","raw_affiliation_strings":["Forschungszentrum J&#x00FC;lich,J&#x00FC;lich Supercomputing Centre,J&#x00FC;lich,Germany,52428"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum J&#x00FC;lich,J&#x00FC;lich Supercomputing Centre,J&#x00FC;lich,Germany,52428","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008344573","display_name":"Claudia Paris","orcid":"https://orcid.org/0000-0002-7189-6268"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Claudia Paris","raw_affiliation_strings":["University of Twente,AE Enschede,The Netherlands,7514"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente,AE Enschede,The Netherlands,7514","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008220787","display_name":"Morris Riedel","orcid":"https://orcid.org/0000-0003-1810-9330"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Morris Riedel","raw_affiliation_strings":["University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047070038","display_name":"Martin G. Schultz","orcid":"https://orcid.org/0000-0003-3455-774X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin G. Schultz","raw_affiliation_strings":["Forschungszentrum J&#x00FC;lich,J&#x00FC;lich Supercomputing Centre,J&#x00FC;lich,Germany,52428"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum J&#x00FC;lich,J&#x00FC;lich Supercomputing Centre,J&#x00FC;lich,Germany,52428","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058680339","display_name":"Gabriele Cavallaro","orcid":"https://orcid.org/0000-0002-3239-9904"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Gabriele Cavallaro","raw_affiliation_strings":["University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland,School of Engineering and Natural Sciences,Reykjavik,Iceland,107","institution_ids":["https://openalex.org/I165368041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"711","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.987500011920929,"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":0.987500011920929,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9452999830245972,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9168999791145325,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8690956830978394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7962104678153992},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7774355411529541},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.7513845562934875},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5847892761230469},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5607905983924866},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.5382437705993652},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5005242824554443},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.4890080392360687},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48137953877449036},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4701012969017029},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.451994925737381},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3577077388763428},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.22669067978858948}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8690956830978394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7962104678153992},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7774355411529541},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.7513845562934875},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5847892761230469},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5607905983924866},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.5382437705993652},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5005242824554443},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.4890080392360687},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48137953877449036},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4701012969017029},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.451994925737381},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3577077388763428},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.22669067978858948}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss52108.2023.10283416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10283416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/646689df-9dcf-49bf-a639-e77ef133d2d7","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/646689df-9dcf-49bf-a639-e77ef133d2d7","pdf_url":"https://ris.utwente.nl/ws/files/325537559/End-to-End_Process_Orchestration_of_Earth_Observation_Data_Workflows_with_Apache_Airflow_on_High_Performance_Computing.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/646689df-9dcf-49bf-a639-e77ef133d2d7","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/646689df-9dcf-49bf-a639-e77ef133d2d7","pdf_url":"https://ris.utwente.nl/ws/files/325537559/End-to-End_Process_Orchestration_of_Earth_Observation_Data_Workflows_with_Apache_Airflow_on_High_Performance_Computing.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3550030074","display_name":null,"funder_award_id":"951733","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387828845.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2307094448","https://openalex.org/W2911583375","https://openalex.org/W2995435108","https://openalex.org/W3021798522","https://openalex.org/W3048987266","https://openalex.org/W3183013874","https://openalex.org/W4312268206","https://openalex.org/W4362519158","https://openalex.org/W6762287338","https://openalex.org/W6842430276"],"related_works":["https://openalex.org/W2379425324","https://openalex.org/W2373541195","https://openalex.org/W2376410910","https://openalex.org/W2091596831","https://openalex.org/W2365658322","https://openalex.org/W2352344200","https://openalex.org/W329008868","https://openalex.org/W2367975678","https://openalex.org/W2906819665","https://openalex.org/W2375552622"],"abstract_inverted_index":{"Earth":[0],"Observation":[1],"(EO)":[2],"data":[3],"processing":[4],"faces":[5],"challenges":[6],"due":[7],"to":[8,81],"large":[9],"volumes,":[10],"multiple":[11],"sources,":[12],"and":[13,25,37,72,105],"diverse":[14],"formats.":[15],"To":[16,48],"address":[17],"this":[18,20],"issue,":[19],"paper":[21],"presents":[22],"a":[23,62,120],"scalable":[24],"parallelizable":[26],"workflow":[27,66,87,95],"using":[28],"Apache":[29],"Airflow,":[30,68],"capable":[31],"of":[32,56,85],"integrating":[33],"Machine":[34],"Learning":[35,39],"(ML)":[36],"Deep":[38],"(DL)":[40],"models":[41],"with":[42],"Modular":[43],"Supercomputing":[44,117],"Architecture":[45],"(MSA)":[46],"systems.":[47,93,126],"test":[49],"the":[50,54,86,99,115],"workflow,":[51],"we":[52],"considered":[53],"production":[55],"large-scale":[57],"Land-Cover":[58],"(LC)":[59],"maps":[60],"as":[61],"case":[63],"study.":[64],"The":[65,94],"manager,":[67],"offers":[69],"scalability,":[70],"extensibility,":[71],"programmable":[73],"task":[74],"definition":[75],"in":[76,88],"Python.":[77],"It":[78],"allows":[79],"us":[80],"execute":[82],"different":[83,89],"steps":[84],"High-Performance":[90],"Computing":[91],"(HPC)":[92],"is":[96],"demonstrated":[97],"on":[98,108],"Dynamical":[100],"Exascale":[101,109],"Entry":[102],"Platform":[103],"(DEEP)":[104],"J\u00fclich":[106,116],"Research":[107],"Cluster":[110],"Architectures":[111],"(JURECA)":[112],"hosted":[113],"at":[114],"Centre":[118],"(JSC),":[119],"platform":[121],"that":[122],"incorporates":[123],"heterogeneous":[124],"JSC":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
