{"id":"https://openalex.org/W4210665886","doi":"https://doi.org/10.1109/globecom46510.2021.9685364","title":"Coded Distributed Computation with Limited Resources","display_name":"Coded Distributed Computation with Limited Resources","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210665886","doi":"https://doi.org/10.1109/globecom46510.2021.9685364"},"language":"en","primary_location":{"id":"doi:10.1109/globecom46510.2021.9685364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685364","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2021 IEEE Global Communications Conference (GLOBECOM)","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/A5102872877","display_name":"Shu-Jie Cao","orcid":"https://orcid.org/0009-0004-0132-2586"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shu-Jie Cao","raw_affiliation_strings":["ShanghaiTech University,Shanghai,China","ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112107506","display_name":"Lihui Yi","orcid":"https://orcid.org/0009-0004-7711-5508"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihui Yi","raw_affiliation_strings":["ShanghaiTech University,Shanghai,China","ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019722475","display_name":"Haoning Chen","orcid":"https://orcid.org/0000-0002-4308-8650"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoning Chen","raw_affiliation_strings":["ShanghaiTech University,Shanghai,China","ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053320672","display_name":"Youlong Wu","orcid":"https://orcid.org/0000-0002-4383-9995"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youlong Wu","raw_affiliation_strings":["ShanghaiTech University,Shanghai,China","ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102872877"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22022808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9968000054359436,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/shuffling","display_name":"Shuffling","score":0.8210622072219849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8073866367340088},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6616221070289612},{"id":"https://openalex.org/keywords/converse","display_name":"Converse","score":0.5301507115364075},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5218480825424194},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4338013231754303},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4210568070411682},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4200409948825836},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33169493079185486},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22926190495491028},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19144943356513977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11299115419387817}],"concepts":[{"id":"https://openalex.org/C167927819","wikidata":"https://www.wikidata.org/wiki/Q1930567","display_name":"Shuffling","level":2,"score":0.8210622072219849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8073866367340088},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6616221070289612},{"id":"https://openalex.org/C2776809875","wikidata":"https://www.wikidata.org/wiki/Q1375963","display_name":"Converse","level":2,"score":0.5301507115364075},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5218480825424194},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4338013231754303},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4210568070411682},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4200409948825836},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33169493079185486},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22926190495491028},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19144943356513977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11299115419387817},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom46510.2021.9685364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685364","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G979945845","display_name":null,"funder_award_id":"NSF61901267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2592930648","https://openalex.org/W2757498728","https://openalex.org/W2962825369","https://openalex.org/W2962901206","https://openalex.org/W2962904485","https://openalex.org/W2963156292","https://openalex.org/W2963953036","https://openalex.org/W2964183069","https://openalex.org/W2975157614","https://openalex.org/W2975998123","https://openalex.org/W3010127242","https://openalex.org/W3031988376","https://openalex.org/W3174441132"],"related_works":["https://openalex.org/W4213239787","https://openalex.org/W2045745654","https://openalex.org/W2114337652","https://openalex.org/W4377131110","https://openalex.org/W4388857216","https://openalex.org/W4294559962","https://openalex.org/W3169890952","https://openalex.org/W3187863567","https://openalex.org/W3093609927","https://openalex.org/W3175845733"],"abstract_inverted_index":{"A":[0],"central":[1],"issue":[2],"of":[3,123,131,146,180,190,217],"distributed":[4,72],"computing":[5,12,28,73,124,218],"systems":[6],"is":[7,32,35,102,115,140,206],"how":[8],"to":[9,94],"optimally":[10],"allocate":[11],"and":[13,16,29,42,55,126,148,155,163,192,220],"storage":[14,41,221],"resources":[15,44],"design":[17],"data":[18,30],"shuffling":[19,31],"strategies":[20],"such":[21],"that":[22,110,135,157,172],"the":[23,39,52,59,70,84,95,144,174,187,197,210],"total":[24],"execution":[25,212],"time":[26],"for":[27,58,173,214],"minimized.":[33],"This":[34],"extremely":[36],"critical":[37],"when":[38],"computation,":[40],"communication":[43],"are":[45],"limited.":[46],"In":[47,65],"this":[48],"paper,":[49],"we":[50,67,108,150,166],"study":[51],"resource":[53,203],"allocation":[54,204],"coding":[56],"scheme":[57,88,154,199],"MapReduce-type":[60],"framework":[61],"with":[62,200],"limited":[63],"resources.":[64],"particular,":[66],"focus":[68],"on":[69,118],"coded":[71],"(CDC)":[74],"approach":[75],"proposed":[76,89],"by":[77,90,104],"Li":[78],"et":[79,92],"al..":[80],"We":[81],"first":[82],"extend":[83],"asymmetric":[85],"CDC":[86,112,137,147,162,191],"(ACDC)":[87],"Yu":[91],"al.":[93],"cascade":[96],"case":[97],"where":[98],"each":[99],"output":[100],"function":[101],"computed":[103],"multiple":[105],"servers.":[106],"Then":[107],"demonstrate":[109],"whether":[111],"or":[113],"ACDC":[114,139,193],"better":[116],"depends":[117],"system":[119],"parameters":[120,128],"(e.g.,":[121,129],"number":[122,130],"servers)":[125],"task":[127,176],"input":[132],"files),":[133],"implying":[134],"neither":[136],"nor":[138],"optimal.":[141],"By":[142],"merging":[143],"ideas":[145],"ACDC,":[149],"propose":[151],"a":[152,178,201],"hybrid":[153,198],"show":[156],"it":[158],"can":[159],"strictly":[160],"outperform":[161],"ACDC.":[164],"Furthermore,":[165],"derive":[167],"an":[168],"information-theoretic":[169],"converse":[170],"showing":[171],"MapReduce":[175],"using":[177],"type":[179],"weakly":[181],"symmetric":[182],"Reduce":[183,188],"assignment,":[184],"which":[185],"includes":[186],"assignments":[189],"as":[194],"special":[195],"cases,":[196],"corresponding":[202],"strategy":[205],"optimal,":[207],"i.e.,":[208],"achieves":[209],"minimum":[211],"time,":[213],"arbitrary":[215],"amount":[216],"servers":[219],"memories.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
