{"id":"https://openalex.org/W2919108824","doi":"https://doi.org/10.1109/tbdata.2019.2898067","title":"Guest Editors\u2019 Introduction: Special Issue on Big Data Systems on Emerging Architectures","display_name":"Guest Editors\u2019 Introduction: Special Issue on Big Data Systems on Emerging Architectures","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2919108824","doi":"https://doi.org/10.1109/tbdata.2019.2898067","mag":"2919108824"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2019.2898067","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbdata.2019.2898067","pdf_url":"https://ieeexplore.ieee.org/ielx7/6687317/8653629/08654018.pdf","source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6687317/8653629/08654018.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036492388","display_name":"Yunji Chen","orcid":"https://orcid.org/0000-0003-3925-5185"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunji Chen","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113621558","display_name":"Jingren Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingren Zhou","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039946576"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":1.0174,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8193018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"1","first_page":"2","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.7558000087738037,"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":0.7558000087738037,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.6832000017166138,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.6575999855995178,"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":0.7739551663398743},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6591101288795471},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.496615469455719},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13955116271972656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7739551663398743},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6591101288795471},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.496615469455719},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13955116271972656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2019.2898067","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbdata.2019.2898067","pdf_url":"https://ieeexplore.ieee.org/ielx7/6687317/8653629/08654018.pdf","source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tbdata.2019.2898067","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbdata.2019.2898067","pdf_url":"https://ieeexplore.ieee.org/ielx7/6687317/8653629/08654018.pdf","source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2919108824.pdf","grobid_xml":"https://content.openalex.org/works/W2919108824.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2919108824"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"The":[0,131],"papers":[1],"in":[2,21,71,102,116],"this":[3],"special":[4],"section":[5],"focus":[6],"on":[7],"Big":[8,14,73],"Data":[9],"systems":[10,63,75,84,109,135],"and":[11,48,62,82,88,100,129,153],"emerging":[12],"architectures.":[13],"data":[15,56,70,74,95,101,121,151],"has":[16,136],"become":[17],"a":[18,31,78,112],"buzz":[19],"word":[20],"recent":[22],"years.":[23],"Among":[24],"various":[25],"big-data":[26],"challenges,":[27],"high":[28],"performance":[29],"is":[30],"must,":[32],"not":[33],"an":[34],"option.":[35],"We":[36],"are":[37],"facing":[38],"the":[39,52,66,69,106,138],"challenges":[40],"at":[41],"all":[42],"levels":[43],"ranging":[44],"from":[45,54],"sophisticated":[46],"algorithms":[47],"procedures":[49],"to":[50,57,64,147],"mine":[51],"gold":[53],"massive":[55],"high-performance":[58],"computing":[59],"(HPC)":[60],"techniques":[61],"get":[65],"value":[67],"of":[68,93,119,133,140],"time.":[72],"have":[76,85,110],"been":[77,86,111],"fruitful":[79],"research":[80],"area,":[81],"many":[83],"designed":[87],"developed":[89],"for":[90,123],"different":[91],"kinds":[92],"big":[94,120,142,150],"including":[96],"relational":[97],"data,":[98,143],"graphs,":[99],"other":[103],"forms.":[104],"Along":[105],"journey,":[107],"open-source":[108],"major":[113],"driving":[114],"force":[115],"wide":[117],"adoption":[118],"systems,":[122],"example,":[124],"Apache":[125],"Hadoop,":[126],"Spark,":[127],"Storm":[128],"Flink.":[130],"success":[132],"those":[134],"lowered":[137],"bar":[139],"handling":[141],"but":[144],"even":[145],"led":[146],"more":[148],"prosperous":[149],"applications":[152],"ecosystem.":[154]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}