{"id":"https://openalex.org/W4394644480","doi":"https://doi.org/10.48550/arxiv.1612.03301","title":"Gradient Coding","display_name":"Gradient Coding","publication_year":2016,"publication_date":"2016-12-10","ids":{"openalex":"https://openalex.org/W4394644480","doi":"https://doi.org/10.48550/arxiv.1612.03301","mag":"3037436018"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1612.03301","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.03301","pdf_url":"https://arxiv.org/pdf/1612.03301","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1612.03301","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003933801","display_name":"Rashish Tandon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tandon, Rashish","raw_affiliation_strings":["Department of Electrical and Computer Engineering , UT Austin Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering , UT Austin Microsoft","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062307604","display_name":"Qi Lei","orcid":"https://orcid.org/0000-0003-0634-6435","observed_orcids":["https://orcid.org/0000-0003-0634-6435"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei, Qi","raw_affiliation_strings":["Department of Computer Science , UT Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , UT Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014141359","display_name":"Alexandros G. Dimakis","orcid":"https://orcid.org/0000-0002-4244-7033","observed_orcids":["https://orcid.org/0000-0002-4244-7033"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimakis, Alexandros G.","raw_affiliation_strings":["Institute for Computational Engineering and Sciences , UT Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computational Engineering and Sciences , UT Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087818723","display_name":"Nikos Karampatziakis","orcid":"https://orcid.org/0009-0005-2680-0473","observed_orcids":["https://orcid.org/0009-0005-2680-0473"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karampatziakis, Nikos","raw_affiliation_strings":["Department of Electrical and Computer Engineering , UT Austin Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering , UT Austin Microsoft","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.49149999022483826,"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":0.49149999022483826,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.2110999971628189,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.05689999833703041,"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/gradient-coding","display_name":"gradient coding","score":0.9649999737739563},{"id":"https://openalex.org/keywords/straggler-mitigation","display_name":"straggler mitigation","score":0.9419999718666077},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"distributed learning","score":0.9580000042915344},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"fault tolerance","score":0.7879999876022339},{"id":"https://openalex.org/keywords/generalization-error","display_name":"generalization error","score":0.6380000114440918}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41890257596969604}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:1612.03301","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.03301","pdf_url":"https://arxiv.org/pdf/1612.03301","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3037436018","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1612.03301","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1612.03301","doi":"https://doi.org/10.48550/arxiv.1612.03301","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1612.03301","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1612.03301","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.03301","pdf_url":"https://arxiv.org/pdf/1612.03301","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3184578762","display_name":"CIF: Medium: Collaborative Research: Content Delivery over Heterogeneous Networks: Fundamental Limits and Distributed Algorithms","funder_award_id":"1407278","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6601222072","display_name":"CIF: Small: Index Coding and Matrix Factorizations","funder_award_id":"1618689","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7059623126","display_name":"CIF: Small: Sparsity in Quadratic Optimization through Low-Rank Approximations","funder_award_id":"1422549","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G9000320315","display_name":"CIF: Small: Collaborative Research: Design and Analysis of Novel Compressed Sensing Algorithms via Connections with Coding Theory","funder_award_id":"1344364","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394644480.pdf","grobid_xml":"https://content.openalex.org/works/W4394644480.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1861377444","https://openalex.org/W2001032894","https://openalex.org/W2083441951","https://openalex.org/W2124768887","https://openalex.org/W2127941149","https://openalex.org/W2168231600","https://openalex.org/W2343350230","https://openalex.org/W2466406340","https://openalex.org/W2556205507"],"related_works":["https://openalex.org/W3023838981","https://openalex.org/W4311995195","https://openalex.org/W2741736887","https://openalex.org/W3006610112","https://openalex.org/W3024549217","https://openalex.org/W4321016464","https://openalex.org/W4310280934","https://openalex.org/W7102329193","https://openalex.org/W4415797468","https://openalex.org/W2769892987"],"abstract_inverted_index":{"We":[0,13,35],"propose":[1],"a":[2],"novel":[3],"coding":[4,21],"theoretic":[5],"framework":[6],"for":[7,31],"mitigating":[8],"stragglers":[9,30],"in":[10,39,56],"distributed":[11],"learning.":[12],"show":[14,49],"how":[15,50],"carefully":[16],"replicating":[17],"data":[18],"blocks":[19],"and":[20,29,48,59],"across":[22],"gradients":[23],"can":[24],"provide":[25],"tolerance":[26],"to":[27,43],"failures":[28],"Synchronous":[32],"Gradient":[33],"Descent.":[34],"implement":[36],"our":[37],"schemes":[38],"python":[40],"(using":[41],"MPI)":[42],"run":[44],"on":[45],"Amazon":[46],"EC2,":[47],"we":[51],"compare":[52],"against":[53],"baseline":[54],"approaches":[55],"running":[57],"time":[58],"generalization":[60],"error.":[61]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":12}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-04-10T00:00:00"}
