{"id":"https://openalex.org/W3006804578","doi":"https://doi.org/10.1109/bigdata47090.2019.9006311","title":"Parallel R Computing on the Web","display_name":"Parallel R Computing on the Web","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3006804578","doi":"https://doi.org/10.1109/bigdata47090.2019.9006311","mag":"3006804578"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 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/A5075908180","display_name":"Ranjini Subramanian","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ranjini Subramanian","raw_affiliation_strings":["University of Louisville, Louisville, KY, USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100323357","display_name":"Hui Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["University of Louisville, Louisville, KY, USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075908180"],"corresponding_institution_ids":["https://openalex.org/I142740786"],"apc_list":null,"apc_paid":null,"fwci":0.5305,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70952588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3416","last_page":"3423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9986000061035156,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9954000115394592,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9926999807357788,"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/computer-science","display_name":"Computer science","score":0.8956642150878906},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6913595795631409},{"id":"https://openalex.org/keywords/extensibility","display_name":"Extensibility","score":0.6349886059761047},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5758470296859741},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5228543877601624},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5020236968994141},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4772593677043915},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4715407192707062},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.45869511365890503},{"id":"https://openalex.org/keywords/data-intensive-computing","display_name":"Data-intensive computing","score":0.4290943145751953},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4284575879573822},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4209594130516052},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3711938261985779},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3344130516052246},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.32839879393577576},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.217104971408844},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.10219413042068481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8956642150878906},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6913595795631409},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.6349886059761047},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5758470296859741},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5228543877601624},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5020236968994141},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4772593677043915},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4715407192707062},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.45869511365890503},{"id":"https://openalex.org/C76831024","wikidata":"https://www.wikidata.org/wiki/Q5227096","display_name":"Data-intensive computing","level":4,"score":0.4290943145751953},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4284575879573822},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4209594130516052},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3711938261985779},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3344130516052246},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.32839879393577576},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.217104971408844},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.10219413042068481},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1596936080","https://openalex.org/W1606512765","https://openalex.org/W1927402480","https://openalex.org/W1987563485","https://openalex.org/W1990808267","https://openalex.org/W2112504172","https://openalex.org/W2118670521","https://openalex.org/W2148888221","https://openalex.org/W2151321313","https://openalex.org/W2173213060","https://openalex.org/W2235409271","https://openalex.org/W2519604594","https://openalex.org/W2539538880","https://openalex.org/W2575872151","https://openalex.org/W2752686869","https://openalex.org/W2784072776","https://openalex.org/W2793037378","https://openalex.org/W2809087638","https://openalex.org/W2898512522","https://openalex.org/W2913336171","https://openalex.org/W2913977438","https://openalex.org/W4399056944","https://openalex.org/W6676900846","https://openalex.org/W6743526294","https://openalex.org/W6747876649","https://openalex.org/W6759023101"],"related_works":["https://openalex.org/W2088827150","https://openalex.org/W2353464440","https://openalex.org/W2158030964","https://openalex.org/W2088745459","https://openalex.org/W2127197365","https://openalex.org/W2911620088","https://openalex.org/W3133966128","https://openalex.org/W2047678416","https://openalex.org/W1506294582","https://openalex.org/W1983253261"],"abstract_inverted_index":{"R":[0,37],"is":[1,44],"the":[2,28,64,102,107],"preferred":[3],"language":[4],"for":[5,34],"Data":[6],"analytics":[7],"due":[8],"to":[9,27,58,79,92],"its":[10],"open":[11],"source":[12],"development":[13],"and":[14,62,69,104,117],"high":[15,40,118],"extensibility.":[16],"Exponential":[17],"growth":[18],"in":[19,30],"data":[20,68],"has":[21],"caused":[22],"longer":[23],"processing":[24],"times":[25],"leading":[26],"rise":[29],"parallel":[31],"computing":[32,42,60,89],"technologies":[33],"analysis.":[35],"Using":[36],"together":[38],"with":[39,56],"performance":[41],"resources":[43,61],"a":[45,51,73,93],"cumbersome":[46],"task.":[47],"This":[48],"paper":[49],"proposes":[50],"framework":[52,110],"that":[53],"provides":[54,82,111],"users":[55],"access":[57],"high-performance":[59],"simplifies":[63],"configuration,":[65],"programming,":[66],"uploading":[67],"job":[70],"scheduling":[71],"through":[72],"web":[74],"user":[75],"interface.":[76],"In":[77],"addition":[78],"that,":[80],"it":[81],"two":[83],"modes":[84],"of":[85,87,96,106,115],"parallelization":[86],"data-intensive":[88],"tasks,":[90],"catering":[91],"wide":[94],"range":[95],"users.":[97],"The":[98,109],"case":[99],"studies":[100],"emphasize":[101],"utility":[103],"efficiency":[105],"framework.":[108],"better":[112],"performance,":[113],"ease":[114],"use":[116],"scalability.":[119]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
