{"id":"https://openalex.org/W4221103745","doi":"https://doi.org/10.1145/3517207.3526981","title":"dSyncPS","display_name":"dSyncPS","publication_year":2022,"publication_date":"2022-03-29","ids":{"openalex":"https://openalex.org/W4221103745","doi":"https://doi.org/10.1145/3517207.3526981"},"language":"en","primary_location":{"id":"doi:10.1145/3517207.3526981","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517207.3526981","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 European Workshop on Machine Learning and Systems","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/A5101513126","display_name":"Yibo Guo","orcid":"https://orcid.org/0009-0005-1036-3811"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yibo Guo","raw_affiliation_strings":["Case Western Reserve University"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100419959","display_name":"An Wang","orcid":"https://orcid.org/0000-0002-1701-9176"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"An Wang","raw_affiliation_strings":["Case Western Reserve University"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University","institution_ids":["https://openalex.org/I58956616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101513126"],"corresponding_institution_ids":["https://openalex.org/I58956616"],"apc_list":null,"apc_paid":null,"fwci":0.303,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56584084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9771000146865845,"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":0.9771000146865845,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9628000259399414,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9503999948501587,"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":0.8183125257492065},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7447087168693542},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.627556324005127},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5671267509460449},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5388491153717041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5298835039138794},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.504076361656189},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4846859276294708},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4622490406036377},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4589894711971283},{"id":"https://openalex.org/keywords/de-facto","display_name":"De facto","score":0.4537213444709778},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4233916699886322},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.41745448112487793},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.38624268770217896},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2475544512271881},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18257135152816772},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.1453886330127716},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14244329929351807},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10326775908470154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183125257492065},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7447087168693542},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.627556324005127},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5671267509460449},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5388491153717041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5298835039138794},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.504076361656189},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4846859276294708},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4622490406036377},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4589894711971283},{"id":"https://openalex.org/C2992317946","wikidata":"https://www.wikidata.org/wiki/Q712144","display_name":"De facto","level":2,"score":0.4537213444709778},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4233916699886322},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.41745448112487793},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.38624268770217896},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2475544512271881},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18257135152816772},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.1453886330127716},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14244329929351807},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10326775908470154},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3517207.3526981","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517207.3526981","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 European Workshop on Machine Learning and Systems","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":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2398669126","https://openalex.org/W3109982791","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W2794909825","https://openalex.org/W2807906686","https://openalex.org/W2518047880","https://openalex.org/W4247715995","https://openalex.org/W2371349926","https://openalex.org/W2052813026","https://openalex.org/W2365515864","https://openalex.org/W3175075103","https://openalex.org/W2319480434","https://openalex.org/W4296698892"],"abstract_inverted_index":{"The":[0,106,144],"increasing":[1],"demand":[2],"of":[3,15,100,112,117],"applying":[4],"machine":[5,17,25,92,119],"learning":[6,18,26,93,120],"technologies":[7],"in":[8,141,156,163],"various":[9],"domains":[10],"has":[11,27,40],"driven":[12],"the":[13,29,66,71,110,157],"involvement":[14],"complex":[16,89],"models.":[19],"To":[20,122],"fulfill":[21],"this":[22,53,124],"demand,":[23],"distributed":[24,118],"become":[28],"de":[30],"facto":[31],"standard":[32],"computing":[33],"paradigm":[34],"for":[35,75,84,114],"model":[36,76],"training.":[37],"Machine-Learning-as-a-Service":[38],"(MLaaS)":[39],"also":[41],"emerged":[42],"as":[43],"a":[44,128,164],"solution":[45],"provided":[46],"by":[47],"cloud":[48,73],"service":[49,67],"providers":[50],"to":[51,65,139],"address":[52,123],"need.":[54],"With":[55],"MLaaS,":[56],"customers":[57],"can":[58],"submit":[59],"their":[60],"models":[61,94],"and":[62,69,78,90],"training":[63,77,142],"datasets":[64],"providers,":[68],"leverage":[70],"existing":[72,102],"infrastructure":[74],"inference.":[79],"However,":[80],"we":[81,126],"find":[82],"that,":[83],"end":[85],"users":[86],"who":[87],"require":[88],"accurate":[91],"but":[95],"only":[96],"obtains":[97],"moderate":[98],"amount":[99],"data,":[101],"solutions":[103],"are":[104],"insufficient.":[105],"main":[107],"issue":[108],"is":[109,147],"lack":[111],"support":[113],"dynamic":[115],"deployment":[116],"tasks.":[121],"issue,":[125],"propose":[127],"parameter":[129,151,158],"server":[130,159],"based":[131],"framework,":[132],"called":[133],"dSyncPS,":[134],"that":[135,148],"allows":[136],"worker":[137],"nodes":[138],"participate":[140],"dynamically.":[143],"key":[145],"idea":[146],"it":[149],"separates":[150],"synchronization":[152],"from":[153],"aggregation":[154],"function":[155],"nodes,":[160],"thus":[161],"resulting":[162],"delayed":[165],"synchrony.":[166]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-04-03T00:00:00"}
