{"id":"https://openalex.org/W2958990012","doi":"https://doi.org/10.1109/allerton.2019.8919767","title":"Straggler Resilient Serverless Computing Based on Polar Codes","display_name":"Straggler Resilient Serverless Computing Based on Polar Codes","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2958990012","doi":"https://doi.org/10.1109/allerton.2019.8919767","mag":"2958990012"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2019.8919767","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2019.8919767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1901.06811","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062073113","display_name":"Burak Bartan","orcid":"https://orcid.org/0000-0002-0079-8126"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Burak Bartan","raw_affiliation_strings":["Stanford University,Department of Electrical Engineering","Stanford University Department of Electrical Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University,Department of Electrical Engineering","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University Department of Electrical Engineering","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001436196","display_name":"Mert Pilanc\u0131","orcid":"https://orcid.org/0000-0002-0870-9992"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mert Pilanci","raw_affiliation_strings":["Stanford University,Department of Electrical Engineering","Stanford University ()"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University,Department of Electrical Engineering","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University ()","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.993399977684021,"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/T10237","display_name":"Cryptography and Data Security","score":0.9793999791145325,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8408491611480713},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5513012409210205},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5447264313697815},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5120892524719238},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49496692419052124},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4588521122932434},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.42456600069999695},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4239892065525055},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.370755672454834},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3511143922805786},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.34678733348846436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.31548017263412476},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20235034823417664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09406739473342896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8408491611480713},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5513012409210205},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5447264313697815},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5120892524719238},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49496692419052124},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4588521122932434},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.42456600069999695},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4239892065525055},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.370755672454834},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3511143922805786},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34678733348846436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31548017263412476},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20235034823417664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09406739473342896},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/allerton.2019.8919767","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2019.8919767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1901.06811","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.06811","pdf_url":"https://arxiv.org/pdf/1901.06811","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"text"},{"id":"mag:2958990012","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1901.06811","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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.1901.06811","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1901.06811","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1901.06811","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.06811","pdf_url":"https://arxiv.org/pdf/1901.06811","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2039206224","https://openalex.org/W2150498905","https://openalex.org/W2268702383","https://openalex.org/W2591324491","https://openalex.org/W2782956234","https://openalex.org/W2798525132","https://openalex.org/W2885072262","https://openalex.org/W2889893539","https://openalex.org/W2899664803","https://openalex.org/W2918828872","https://openalex.org/W2951220536","https://openalex.org/W2962813697","https://openalex.org/W2962850796","https://openalex.org/W2963041503","https://openalex.org/W3098226281","https://openalex.org/W6637441389","https://openalex.org/W6738835244","https://openalex.org/W6746933677","https://openalex.org/W6748185915","https://openalex.org/W6750231036"],"related_works":["https://openalex.org/W2993613295","https://openalex.org/W2268702383","https://openalex.org/W2914963584","https://openalex.org/W2745045892","https://openalex.org/W2963117124","https://openalex.org/W2556205507","https://openalex.org/W2899664803","https://openalex.org/W3015418122","https://openalex.org/W3198768251","https://openalex.org/W3098226281","https://openalex.org/W2962850796","https://openalex.org/W2591324491","https://openalex.org/W3004093219","https://openalex.org/W3197687698","https://openalex.org/W3135626763","https://openalex.org/W3172611738","https://openalex.org/W2964088343","https://openalex.org/W2808668346","https://openalex.org/W2963120442","https://openalex.org/W2964160151"],"abstract_inverted_index":{"We":[0,69,108,119],"propose":[1],"a":[2,40,104,122],"serverless":[3,59,77],"computing":[4,14,42,60],"mechanism":[5,96],"for":[6,126,164],"distributed":[7],"computation":[8,20,160,178],"based":[9,19],"on":[10,28,91],"polar":[11,98,113,127],"codes.":[12],"Serverless":[13],"is":[15,39,162,180],"an":[16],"emerging":[17],"cloud":[18,30],"model":[21],"that":[22,44],"lets":[23],"users":[24],"run":[25],"their":[26],"functions":[27],"the":[29,63,66,71,142,146,172,175,190,197,205],"without":[31],"provisioning":[32],"or":[33],"managing":[34],"servers.":[35],"Our":[36],"proposed":[37,95,143,158,176],"approach":[38],"hybrid":[41],"framework":[43],"carries":[45],"out":[46],"computationally":[47,105],"expensive":[48],"tasks":[49],"such":[50,79],"as":[51,80],"linear":[52],"algebraic":[53],"operations":[54],"involving":[55],"large-scale":[56],"data":[57],"using":[58,83],"and":[61,73,135,202],"does":[62],"rest":[64],"of":[65,76,174,192,200,207],"processing":[67],"locally.":[68],"address":[70],"limitations":[72],"reliability":[74],"issues":[75],"platforms":[78],"straggling":[81],"workers":[82],"coding":[84,117],"theory,":[85],"drawing":[86],"ideas":[87],"from":[88],"recent":[89],"literature":[90],"coded":[92,159,177],"computation.":[93],"The":[94,157],"uses":[97],"codes":[99,114,128],"to":[100,145],"ensure":[101],"straggler-resilience":[102],"in":[103,129,182],"effective":[106],"manner.":[107],"provide":[109],"extensive":[110],"evidence":[111],"showing":[112],"outperform":[115],"other":[116],"methods.":[118],"have":[120,140],"designed":[121],"sequential":[123],"decoder":[124],"specifically":[125],"erasure":[130],"channels":[131],"with":[132],"full-precision":[133],"input":[134],"outputs.":[136],"In":[137],"addition,":[138],"we":[139,188],"extended":[141],"method":[144],"matrix":[147],"multiplication":[148],"case":[149],"where":[150,171],"both":[151],"matrices":[152],"being":[153],"multiplied":[154],"are":[155,169],"coded.":[156],"scheme":[161],"implemented":[163],"AWS":[165],"Lambda.":[166],"Experiment":[167],"results":[168],"presented":[170],"performance":[173],"technique":[179],"tested":[181],"optimization":[183],"via":[184],"gradient":[185],"descent.":[186],"Finally,":[187],"introduce":[189],"idea":[191],"partial":[193],"polarization":[194],"which":[195],"reduces":[196],"computational":[198],"burden":[199],"encoding":[201],"decoding":[203],"at":[204],"expense":[206],"straggler-resilience.":[208]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
