{"id":"https://openalex.org/W2963953036","doi":"https://doi.org/10.1109/glocomw.2016.7848828","title":"A Unified Coding Framework for Distributed Computing with Straggling Servers","display_name":"A Unified Coding Framework for Distributed Computing with Straggling Servers","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2963953036","doi":"https://doi.org/10.1109/glocomw.2016.7848828","mag":"2963953036"},"language":"en","primary_location":{"id":"doi:10.1109/glocomw.2016.7848828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocomw.2016.7848828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Globecom Workshops (GC Wkshps)","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/A5085853632","display_name":"Songze Li","orcid":"https://orcid.org/0000-0003-4282-3307"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Songze Li","raw_affiliation_strings":["Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113662214","display_name":"Mohammad Ali Maddah-Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Maddah-Ali","raw_affiliation_strings":["Nokia Bell Labs, Holmdel, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Holmdel, NJ, USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047191296","display_name":"A. Salman Avestimehr","orcid":"https://orcid.org/0000-0003-3102-0867"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Salman Avestimehr","raw_affiliation_strings":["Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085853632"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":33.4212,"has_fulltext":false,"cited_by_count":182,"citation_normalized_percentile":{"value":0.9968678,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T11478","display_name":"Caching and Content Delivery","score":0.9991999864578247,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9969000220298767,"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/server","display_name":"Server","score":0.8544504046440125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.794854998588562},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.738335132598877},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.72362220287323},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5952903628349304},{"id":"https://openalex.org/keywords/multicast","display_name":"Multicast","score":0.5017826557159424},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.49599727988243103},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.46162205934524536},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.41138726472854614},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35627079010009766},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3257306218147278},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2599239647388458},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11403179168701172},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08494991064071655}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8544504046440125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.794854998588562},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.738335132598877},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.72362220287323},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5952903628349304},{"id":"https://openalex.org/C32295351","wikidata":"https://www.wikidata.org/wiki/Q899288","display_name":"Multicast","level":2,"score":0.5017826557159424},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.49599727988243103},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.46162205934524536},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.41138726472854614},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35627079010009766},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3257306218147278},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2599239647388458},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11403179168701172},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08494991064071655},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocomw.2016.7848828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocomw.2016.7848828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1606035500","https://openalex.org/W1990395546","https://openalex.org/W2105406958","https://openalex.org/W2105831729","https://openalex.org/W2106248279","https://openalex.org/W2120718030","https://openalex.org/W2122465391","https://openalex.org/W2130507035","https://openalex.org/W2189465200","https://openalex.org/W2268702383","https://openalex.org/W2318245334","https://openalex.org/W2343350230","https://openalex.org/W2412574059","https://openalex.org/W2757498728","https://openalex.org/W2963290814","https://openalex.org/W2963833749","https://openalex.org/W2963953036","https://openalex.org/W4236536374","https://openalex.org/W6687322159","https://openalex.org/W6693618039","https://openalex.org/W6845288795"],"related_works":["https://openalex.org/W2033488476","https://openalex.org/W2131092765","https://openalex.org/W2277662012","https://openalex.org/W1589992863","https://openalex.org/W4377015086","https://openalex.org/W1617457131","https://openalex.org/W2369090769","https://openalex.org/W2997509936","https://openalex.org/W1539518678","https://openalex.org/W4229781786"],"abstract_inverted_index":{"We":[0,29,121],"propose":[1],"a":[2,14,139],"unified":[3],"coding":[4],"framework":[5,105],"for":[6,24],"distributed":[7,118],"computing":[8,119],"with":[9],"straggling":[10,65],"servers,":[11],"by":[12,77,101],"introducing":[13],"tradeoff":[15,99,115,146],"between":[16],"\"latency":[17],"of":[18,22,35,55,73,81,88,93],"computation\"":[19],"and":[20,51],"\"load":[21],"communication\"":[23],"some":[25],"linear":[26],"computation":[27,94],"tasks.":[28,120],"show":[30],"that":[31,37,57,114],"the":[32,39,52,74,86,91,97,102,129,144,148],"coded":[33,44,53,104],"scheme":[34,54],"[1]-[3]":[36],"repeats":[38],"intermediate":[40,60],"computations":[41,61],"to":[42,47,62,107,116,136],"create":[43],"multicasting":[45],"opportunities":[46],"reduce":[48],"communication":[49,89],"load,":[50],"[4]":[56],"generates":[58],"redundant":[59],"combat":[63],"against":[64],"servers":[66],"can":[67],"be":[68,137],"viewed":[69],"as":[70],"special":[71],"instances":[72],"proposed":[75,103],"framework,":[76],"considering":[78],"two":[79,149],"extremes":[80],"this":[82],"tradeoff:":[83],"minimizing":[84],"either":[85],"load":[87,131],"or":[90],"latency":[92],"individually.":[95],"Furthermore,":[96],"latency-load":[98],"achieved":[100,145],"allows":[106],"systematically":[108],"operate":[109],"at":[110,147],"any":[111],"point":[112],"on":[113,128],"perform":[117],"also":[122],"prove":[123],"an":[124],"information-theoretic":[125],"lower":[126],"bound":[127],"latency-":[130],"tradeoff,":[132],"which":[133],"is":[134],"shown":[135],"within":[138],"constant":[140],"multiplicative":[141],"gap":[142],"from":[143],"end":[150],"points.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
