{"id":"https://openalex.org/W2964183069","doi":"https://doi.org/10.1109/isit.2018.8437882","title":"Compressed Coded Distributed Computing","display_name":"Compressed Coded Distributed Computing","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2964183069","doi":"https://doi.org/10.1109/isit.2018.8437882","mag":"2964183069"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2018.8437882","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2018.8437882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"preprint","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":["University of Southern California, Department of Electrical Engineering, Los Angeles, CA, USA","Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Department of Electrical Engineering, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"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":["University of Southern California, Department of Electrical Engineering, Los Angeles, CA, USA","Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Department of Electrical Engineering, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"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":5.55974885,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95797856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2032","last_page":"2036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9962999820709229,"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/computer-science","display_name":"Computer science","score":0.872238278388977},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7388178110122681},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6630246639251709},{"id":"https://openalex.org/keywords/multicast","display_name":"Multicast","score":0.5730993747711182},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5468192100524902},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.536822497844696},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5064867734909058},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4905382990837097},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4186437726020813},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3319281339645386},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3309360146522522},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2124963402748108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.872238278388977},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7388178110122681},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6630246639251709},{"id":"https://openalex.org/C32295351","wikidata":"https://www.wikidata.org/wiki/Q899288","display_name":"Multicast","level":2,"score":0.5730993747711182},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5468192100524902},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.536822497844696},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5064867734909058},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4905382990837097},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4186437726020813},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3319281339645386},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3309360146522522},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2124963402748108},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit.2018.8437882","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2018.8437882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2110514750","https://openalex.org/W2122465391","https://openalex.org/W2138243089","https://openalex.org/W2194775991","https://openalex.org/W2268702383","https://openalex.org/W2343350230","https://openalex.org/W2407022425","https://openalex.org/W2556205507","https://openalex.org/W2588792098","https://openalex.org/W2589571058","https://openalex.org/W2736152588","https://openalex.org/W2757498728","https://openalex.org/W2769644379","https://openalex.org/W2962825369","https://openalex.org/W2962850796","https://openalex.org/W2962884006","https://openalex.org/W2963156292","https://openalex.org/W2963530715","https://openalex.org/W2963772155","https://openalex.org/W2963953036","https://openalex.org/W2964183069","https://openalex.org/W3100515187","https://openalex.org/W4234869760","https://openalex.org/W4236536374","https://openalex.org/W4251459357","https://openalex.org/W4301515685","https://openalex.org/W6680402377","https://openalex.org/W6730190955","https://openalex.org/W6738835244","https://openalex.org/W6746200960","https://openalex.org/W6779799172"],"related_works":["https://openalex.org/W2980461345","https://openalex.org/W1573778620","https://openalex.org/W2750212639","https://openalex.org/W123872086","https://openalex.org/W1510764913","https://openalex.org/W2153966307","https://openalex.org/W1534022569","https://openalex.org/W1572523360","https://openalex.org/W2765352472","https://openalex.org/W2348714414"],"abstract_inverted_index":{"Communication":[0],"overhead":[1],"is":[2,58,175],"one":[3],"of":[4,28,34,47,65,96,105,119,187],"the":[5,26,35,45,97,111,123,145,183],"major":[6],"performance":[7],"bottlenecks":[8],"in":[9,122,129,144],"large-scale":[10],"distributed":[11,49,80,133],"computing":[12,50,81],"systems,":[13],"especially":[14],"for":[15,114,157,178],"machine":[16,130],"learning":[17,131],"applications.":[18],"Conventionally,":[19],"compression":[20],"techniques":[21,91],"are":[22,127,138],"used":[23],"to":[24,60,68,108,168],"reduce":[25,70,110],"load":[27,113,186],"communication":[29,112,185],"by":[30],"combining":[31,93,197],"intermediate":[32,63,94,103,120,155],"results":[33,64,95,104,121,156],"same":[36,98],"computation":[37,99],"task":[38],"as":[39,41],"much":[40],"possible.":[42],"Recently,":[43],"via":[44],"development":[46],"coded":[48,79,171],"(CDC),":[51],"it":[52,57,193],"has":[53],"been":[54],"shown":[55],"that":[56,126,174,192],"possible":[59],"code":[61],"across":[62,102],"different":[66,106],"tasks":[67],"further":[69],"communication.":[71],"We":[72,181],"propose":[73],"a":[74,158,170],"new":[75],"scheme,":[76],"named":[77],"compressed":[78,84,150,188],"(in":[82],"short,":[83],"CDC),":[85],"which":[86],"jointly":[87],"exploits":[88],"these":[89],"two":[90],"(i.e.,":[92],"and":[100,141,161,190,199],"coding":[101],"computations)":[107],"significantly":[109],"computations":[115],"with":[116],"linear":[117],"aggregation":[118],"final":[124,146],"stage":[125],"prevalent":[128],"(e.g.,":[132],"training":[134],"where":[135],"partial":[136],"gradients":[137],"computed":[139],"distributedly":[140],"then":[142,162],"averaged":[143],"stage).":[147],"In":[148],"particular,":[149],"CDC":[151,189,200],"first":[152],"compresses/combines":[153],"several":[154],"single":[159],"computation,":[160],"utilizes":[163],"multiple":[164,179],"such":[165],"combined":[166],"packets":[167],"create":[169],"multicast":[172],"packet":[173],"simultaneously":[176],"useful":[177],"computations.":[180],"characterize":[182],"achievable":[184],"show":[191],"substantially":[194],"outperforms":[195],"both":[196],"methods":[198],"scheme.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}