{"id":"https://openalex.org/W4391090502","doi":"https://doi.org/10.1145/3631461.3632516","title":"Distributed Machine Learning","display_name":"Distributed Machine Learning","publication_year":2024,"publication_date":"2024-01-04","ids":{"openalex":"https://openalex.org/W4391090502","doi":"https://doi.org/10.1145/3631461.3632516"},"language":"en","primary_location":{"id":"doi:10.1145/3631461.3632516","doi":"https://doi.org/10.1145/3631461.3632516","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631461.3632516","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631461.3632516","source":{"id":"https://openalex.org/S7407088154","display_name":"International Conference on Distributed Computing and Networking (ICDCN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3631461.3632516","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043227337","display_name":"Bapi Chatterjee","orcid":"https://orcid.org/0000-0002-2742-4028","observed_orcids":["https://orcid.org/0000-0002-2742-4028"]},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bapi Chatterjee","raw_affiliation_strings":["IIIT-Delhi, India"],"raw_orcid":"https://orcid.org/0000-0002-2742-4028","affiliations":[{"raw_affiliation_string":"IIIT-Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043227337"],"corresponding_institution_ids":["https://openalex.org/I119939252"],"apc_list":null,"apc_paid":null,"fwci":1.0688,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80526085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9901999831199646,"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":0.9901999831199646,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10101","display_name":"Cloud Computing and Resource Management","score":0.0008999999845400453,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/distributed-learning","display_name":"distributed learning","score":1.0},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"stochastic gradient descent","score":0.9610000252723694},{"id":"https://openalex.org/keywords/convergence-analysis","display_name":"convergence analysis","score":0.9520000219345093},{"id":"https://openalex.org/keywords/nonconvex-optimization","display_name":"non-convex optimization","score":0.9200000166893005},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7440000176429749},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"data parallelism","score":0.8920000195503235},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"asynchronous communication","score":0.9430000185966492},{"id":"https://openalex.org/keywords/compressed-communication","display_name":"compressed communication","score":0.9700000286102295},{"id":"https://openalex.org/keywords/model-parallelism","display_name":"model parallelism","score":0.9990000128746033},{"id":"https://openalex.org/keywords/tensor-parallelism","display_name":"tensor parallelism","score":1.0},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.9480000138282776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453612685203552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39604446291923523}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3631461.3632516","doi":"https://doi.org/10.1145/3631461.3632516","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631461.3632516","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631461.3632516","source":{"id":"https://openalex.org/S7407088154","display_name":"International Conference on Distributed Computing and Networking (ICDCN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3631461.3632516","doi":"https://doi.org/10.1145/3631461.3632516","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631461.3632516","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631461.3632516","source":{"id":"https://openalex.org/S7407088154","display_name":"International Conference on Distributed Computing and Networking (ICDCN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391090502.pdf","grobid_xml":"https://content.openalex.org/works/W4391090502.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1576278180","https://openalex.org/W2802166112","https://openalex.org/W2901299405","https://openalex.org/W2962747323","https://openalex.org/W4294433898","https://openalex.org/W4317837995"],"related_works":["https://openalex.org/W7152694158","https://openalex.org/W2996075766","https://openalex.org/W4213023558","https://openalex.org/W4384112272","https://openalex.org/W7155549992","https://openalex.org/W7125607403","https://openalex.org/W4387616541","https://openalex.org/W4404249908","https://openalex.org/W4412183875","https://openalex.org/W4416313881"],"abstract_inverted_index":{"We":[0,21,77,97],"explore":[1],"the":[2,24,48,64,69,80],"landscape":[3],"of":[4,46,50,71,82],"distributed":[5,27,75,88,101],"machine":[6,28,60,102],"learning,":[7,29],"focusing":[8],"on":[9],"advancements,":[10],"challenges,":[11],"and":[12,35,94,109],"potential":[13],"future":[14],"directions":[15],"in":[16,73],"this":[17],"rapidly":[18],"evolving":[19],"field.":[20],"delve":[22],"into":[23],"motivation":[25],"for":[26,86],"its":[30],"essential":[31],"techniques,":[32],"real-world":[33],"applications,":[34],"open":[36],"research":[37],"questions.":[38],"The":[39],"theoretical":[40],"discussion":[41],"will":[42,78,98],"give":[43],"an":[44],"overview":[45],"proving":[47],"convergence":[49,81],"popular":[51],"Stochastic":[52],"Gradient":[53],"Descent":[54],"(SGD)":[55],"Algorithms":[56],"to":[57,112],"train":[58,113],"contemporary":[59],"learning":[61,66,103],"models,":[62],"including":[63],"deep":[65],"models":[67,116],"with":[68],"assumption":[70],"non-convexity,":[72],"a":[74],"setting.":[76],"specify":[79],"data":[83],"parallel":[84],"SGD":[85],"various":[87],"systems":[89],"properties,":[90],"such":[91,105],"as":[92,106],"asynchronous":[93],"compressed":[95],"communication.":[96],"also":[99],"discuss":[100],"techniques":[104],"model":[107],"parallelism":[108,111],"tensor":[110],"large":[114],"language":[115],"(LLMs).":[117]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-01-23T00:00:00"}