{"id":"https://openalex.org/W2765731980","doi":"https://doi.org/10.1145/3144789.3144815","title":"DAC-SGD","display_name":"DAC-SGD","publication_year":2017,"publication_date":"2017-07-17","ids":{"openalex":"https://openalex.org/W2765731980","doi":"https://doi.org/10.1145/3144789.3144815","mag":"2765731980"},"language":"en","primary_location":{"id":"doi:10.1145/3144789.3144815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3144789.3144815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Intelligent Information Processing","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/A5022698895","display_name":"Aijia He","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aijia He","raw_affiliation_strings":["School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056307475","display_name":"Zehong Chen","orcid":"https://orcid.org/0000-0001-8852-5167"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zehong Chen","raw_affiliation_strings":["School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016171918","display_name":"Weichen Li","orcid":"https://orcid.org/0000-0002-3164-6088"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weichen Li","raw_affiliation_strings":["School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101533613","display_name":"Xingying Li","orcid":"https://orcid.org/0000-0002-6267-5009"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingying Li","raw_affiliation_strings":["School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020028397","display_name":"Hongjun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Li","raw_affiliation_strings":["School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057368785","display_name":"Xin Zhao","orcid":"https://orcid.org/0000-0002-1621-2337"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhao","raw_affiliation_strings":["School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Beijing Normal University, Zhuhai, Tangjiawan, Zhuhai City, Guangdong Province, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022698895"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14186296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9998999834060669,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9998999834060669,"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/T12676","display_name":"Machine Learning and ELM","score":0.9979000091552734,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8371607661247253},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6915827989578247},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6686201691627502},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.6508749723434448},{"id":"https://openalex.org/keywords/distributed-computing-environment","display_name":"Distributed Computing Environment","score":0.535452127456665},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5173099040985107},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5152935981750488},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.5094004273414612},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4950029253959656},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.48731908202171326},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4591052532196045},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4390968680381775},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20060142874717712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15893840789794922},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11149579286575317},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.09919071197509766},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07455256581306458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8371607661247253},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6915827989578247},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6686201691627502},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.6508749723434448},{"id":"https://openalex.org/C3739613","wikidata":"https://www.wikidata.org/wiki/Q679003","display_name":"Distributed Computing Environment","level":2,"score":0.535452127456665},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5173099040985107},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5152935981750488},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.5094004273414612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4950029253959656},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.48731908202171326},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4591052532196045},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4390968680381775},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20060142874717712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15893840789794922},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11149579286575317},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.09919071197509766},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07455256581306458},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3144789.3144815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3144789.3144815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Intelligent Information Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W778657980","https://openalex.org/W1503398984","https://openalex.org/W1574269637","https://openalex.org/W1697075315","https://openalex.org/W1992208280","https://openalex.org/W2049469158","https://openalex.org/W2079135578","https://openalex.org/W2091825929","https://openalex.org/W2100176599","https://openalex.org/W2107438106","https://openalex.org/W2127941149","https://openalex.org/W2128967345","https://openalex.org/W2138243089","https://openalex.org/W2464070257","https://openalex.org/W2613161123","https://openalex.org/W2951781666","https://openalex.org/W2952033860","https://openalex.org/W2963979747","https://openalex.org/W2990138404"],"related_works":["https://openalex.org/W3009866696","https://openalex.org/W127900883","https://openalex.org/W17303578","https://openalex.org/W997248972","https://openalex.org/W3154587653","https://openalex.org/W2368240274","https://openalex.org/W2539081058","https://openalex.org/W2013919567","https://openalex.org/W2509957587","https://openalex.org/W2008246492"],"abstract_inverted_index":{"In":[0,42,95,130],"the":[1,8,18,24,66,82,91,104,124,132,136,146,166,173,178],"data":[2,21,48,75,83,92,127,154,167],"mining":[3,12,44,67,84],"practice,":[4],"it":[5,118],"happens":[6],"that":[7],"algorithm":[9,109,137,180],"used":[10],"in":[11,29,36,50,87,141,152],"tasks":[13],"needs":[14],"to":[15,54,73,90,121,164],"deal":[16],"with":[17,123],"multiple":[19,125,153],"distributed":[20,99,115,126,142],"source,":[22],"while":[23],"required":[25],"datasets":[26],"are":[27],"located":[28,49],"different":[30,37,51],"companies":[31],"or":[32,46],"organizations":[33],"and":[34,39,57,64,77,113,145,169,175],"reside":[35],"system":[38],"technology":[40],"environments.":[41],"traditional":[43],"solutions":[45],"algorithms,":[47],"source":[52,128],"need":[53],"be":[55,69,86,149],"copied":[56],"integrated":[58],"into":[59],"a":[60,98,114],"homogenous":[61],"computation":[62,143,160],"environment,":[63,161],"then":[65],"can":[68,85,148],"executed,":[70],"which":[71],"leads":[72],"large":[74],"transmission":[76],"high":[78],"storage":[79],"costs.":[80],"Even":[81],"feasible":[88],"due":[89],"ownership":[93],"problems.":[94,129],"this":[96],"paper,":[97],"asynchronous":[100],"connection":[101],"approach":[102],"for":[103,117,177],"well-used":[105],"stochastic":[106],"gradient":[107],"descent":[108],"(SGD)":[110],"was":[111,119,138,181],"presented,":[112],"implementation":[116],"done":[120],"cope":[122],"which,":[131],"main":[133],"process":[134],"of":[135],"executed":[139],"asynchronously":[140],"node":[144],"model":[147],"trained":[150],"locally":[151],"sources":[155],"based":[156,183],"on":[157,184],"their":[158],"own":[159],"so":[162],"as":[163],"avoid":[165],"integration":[168],"centralized":[170],"processing.":[171],"And":[172],"feasibility":[174],"performance":[176],"proposed":[179],"evaluated":[182],"experimental":[185],"studies.":[186]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-11-10T00:00:00"}
