{"id":"https://openalex.org/W2784149426","doi":"https://doi.org/10.1109/bigdata.2017.8258530","title":"Analyzing big ocean science data with NEXUS","display_name":"Analyzing big ocean science data with NEXUS","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2784149426","doi":"https://doi.org/10.1109/bigdata.2017.8258530","mag":"2784149426"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2017.8258530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071434244","display_name":"Frank Greguska","orcid":"https://orcid.org/0000-0002-3791-9075"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Frank R. Greguska","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008831111","display_name":"Thomas Huang","orcid":"https://orcid.org/0000-0002-6010-5248"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Huang","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109955158","display_name":"Brian Wilson","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Wilson","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039122213","display_name":"N. Quach","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nga Quach","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111889456","display_name":"Joe Jacob","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joe Jacob","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071434244"],"corresponding_institution_ids":["https://openalex.org/I1334627681"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19678211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4750","last_page":"4750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.8889999985694885,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.8889999985694885,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.7667999863624573,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.7440000176429749,"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/nexus","display_name":"Nexus (standard)","score":0.8869791030883789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7511737942695618},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5986171960830688},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.5478848218917847},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4877334535121918},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4780859649181366},{"id":"https://openalex.org/keywords/jet-propulsion","display_name":"Jet propulsion","score":0.47619497776031494},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.44505369663238525},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4302319884300232},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25518086552619934},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.21523460745811462},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17818033695220947},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.148959219455719},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.13313746452331543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11062845587730408}],"concepts":[{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.8869791030883789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7511737942695618},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5986171960830688},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.5478848218917847},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4877334535121918},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4780859649181366},{"id":"https://openalex.org/C2780951926","wikidata":"https://www.wikidata.org/wiki/Q3522973","display_name":"Jet propulsion","level":2,"score":0.47619497776031494},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.44505369663238525},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4302319884300232},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25518086552619934},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.21523460745811462},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17818033695220947},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.148959219455719},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.13313746452331543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11062845587730408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2017.8258530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3126909309","https://openalex.org/W4256360871","https://openalex.org/W2747100754","https://openalex.org/W3117832639","https://openalex.org/W2885513359","https://openalex.org/W2802787844","https://openalex.org/W1578170453","https://openalex.org/W2965101536","https://openalex.org/W2891178753","https://openalex.org/W3121214617"],"abstract_inverted_index":{"NEXUS":[0,70],"is":[1,72],"a":[2,63,82],"software":[3],"project":[4],"developed":[5],"by":[6,22],"the":[7,34,37,40,43,49,79],"NASA":[8,24],"Jet":[9],"Propulsion":[10],"Laboratory":[11],"which":[12],"aims":[13],"to":[14,32,36,62,73],"enable":[15],"scientific":[16],"analysis":[17,28,60],"of":[18,45,58],"large":[19],"datasets":[20],"collected":[21],"various":[23],"missions.":[25],"Historically,":[26],"data":[27,35,46,76,80],"required":[29],"an":[30],"analyst":[31],"move":[33],"system":[38],"computing":[39],"analysis.":[41],"As":[42],"volume":[44],"available":[47],"increases,":[48],"storage,":[50],"CPU,":[51],"and":[52,87],"memory":[53],"requirements":[54],"for":[55,85],"this":[56,75],"type":[57],"traditional":[59],"increases":[61],"point":[64],"that":[65,91],"makes":[66],"it":[67],"impractical.":[68],"The":[69],"approach":[71],"remove":[74],"movement,":[77],"transform":[78],"into":[81],"format":[83],"convenient":[84],"analysis,":[86],"provide":[88],"analytic":[89],"functions":[90],"can":[92],"be":[93],"massively":[94],"parallelized.":[95]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
