{"id":"https://openalex.org/W3132948197","doi":"https://doi.org/10.17706/jsw.16.3.130-134","title":"Research on Key Technologies of Data Service Based on Adaptive Deep Learning","display_name":"Research on Key Technologies of Data Service Based on Adaptive Deep Learning","publication_year":2021,"publication_date":"2021-02-19","ids":{"openalex":"https://openalex.org/W3132948197","doi":"https://doi.org/10.17706/jsw.16.3.130-134","mag":"3132948197"},"language":"en","primary_location":{"id":"doi:10.17706/jsw.16.3.130-134","is_oa":true,"landing_page_url":"https://doi.org/10.17706/jsw.16.3.130-134","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.17706/jsw.16.3.130-134","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101819467","display_name":"Zhigang Zhao","orcid":"https://orcid.org/0000-0002-1760-7939"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhigang Zhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5075117120","display_name":"Xinju Zhang","orcid":"https://orcid.org/0000-0001-6362-517X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinju Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01404036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9696999788284302,"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":0.8936914205551147},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5468015074729919},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48999276757240295},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.4752911329269409},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4731356203556061},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.47101008892059326},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4561764895915985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42536091804504395},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4147375226020813},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.41361916065216064},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40455225110054016},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3821781575679779},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37538641691207886},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3401098847389221},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3068900406360626},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.13125625252723694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8936914205551147},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5468015074729919},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48999276757240295},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.4752911329269409},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4731356203556061},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.47101008892059326},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4561764895915985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42536091804504395},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4147375226020813},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.41361916065216064},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40455225110054016},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3821781575679779},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37538641691207886},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3401098847389221},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3068900406360626},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.13125625252723694},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.17706/jsw.16.3.130-134","is_oa":true,"landing_page_url":"https://doi.org/10.17706/jsw.16.3.130-134","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.17706/jsw.16.3.130-134","is_oa":true,"landing_page_url":"https://doi.org/10.17706/jsw.16.3.130-134","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W34183628","https://openalex.org/W2042396109","https://openalex.org/W2194831528","https://openalex.org/W2237457636","https://openalex.org/W2318872361","https://openalex.org/W2557992263","https://openalex.org/W2588880323","https://openalex.org/W2616940852","https://openalex.org/W2738088905","https://openalex.org/W2754842106","https://openalex.org/W2766300642","https://openalex.org/W2788931201","https://openalex.org/W2793538603","https://openalex.org/W2798353153","https://openalex.org/W2803022246","https://openalex.org/W2804791640","https://openalex.org/W2901972078","https://openalex.org/W2906333018","https://openalex.org/W2914973752","https://openalex.org/W2962814013","https://openalex.org/W2971996546","https://openalex.org/W2991381981","https://openalex.org/W2993781509","https://openalex.org/W3025984981"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2042919702","https://openalex.org/W2150611273","https://openalex.org/W4207086172","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918","https://openalex.org/W2109294620"],"abstract_inverted_index":{"With":[0],"the":[1,8,33,46,51,55,59,69,77,89,94,105,108,112,120,126,131,141,144,154,157,161,164,168,176,180,187,190],"widespread":[2],"adoption":[3],"of":[4,10,48,54,71,91,143,153,160,167,175,189],"big":[5],"data":[6,11,26,29,56,95,127],"technology,":[7,162],"diversity":[9],"sources":[12],"is":[13,19,86,97],"continuously":[14],"evolving.":[15],"Data":[16],"service":[17,43,62,84],"technology":[18,21],"a":[20,117],"derived":[22],"from":[23],"providing":[24],"effective":[25],"interfaces":[27],"for":[28],"applications.":[30],"Based":[31],"on":[32,140],"adaptive":[34,78,83,135],"deep":[35,79,136],"learning":[36,80,137],"algorithm,":[37,81],"this":[38],"study":[39],"proposes":[40],"an":[41,82],"improved":[42],"plan.":[44],"First,":[45],"problem":[47,90],"randomly":[49],"selecting":[50],"sending":[52],"location":[53],"packet":[57,171],"in":[58,130,179],"asynchronous":[60],"random":[61],"scheme":[63,85,178],"was":[64,138],"analyzed,":[65],"which":[66],"leads":[67],"to":[68,115,124,146,185],"waste":[70],"channel":[72],"resources.":[73],"Then,":[74],"combined":[75],"with":[76],"specified.":[87],"For":[88],"large":[92],"delay,":[93],"frame":[96],"divided":[98],"into":[99],"multiple":[100],"uniform":[101],"position":[102,109,118,122],"intervals.":[103],"Therefore,":[104],"user":[106,113],"learns":[107],"interval":[110,123],"until":[111],"tends":[114],"select":[116],"within":[119],"fixed":[121],"send":[125],"packet.":[128],"Furthermore,":[129],"algorithm\u2019s":[132],"iterative":[133],"process,":[134],"usedbased":[139],"ability":[142],"algorithm":[145],"perform":[147],"intensive":[148],"learning.":[149],"A":[150],"detailed":[151],"analysis":[152],"various":[155],"scenarios,":[156],"essential":[158],"mode":[159],"and":[163,170],"computer":[165],"simulation":[166],"throughput":[169],"loss":[172],"rate":[173],"indicators":[174],"proposed":[177,191],"three":[181],"environments":[182],"are":[183],"provided":[184],"demonstrate":[186],"superiority":[188],"scheme.":[192]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-03-01T00:00:00"}
