{"id":"https://openalex.org/W4401878817","doi":"https://doi.org/10.1109/tmc.2024.3450283","title":"CheckBullet: A Lightweight Checkpointing System for Robust Model Training on Mobile Networks","display_name":"CheckBullet: A Lightweight Checkpointing System for Robust Model Training on Mobile Networks","publication_year":2024,"publication_date":"2024-08-26","ids":{"openalex":"https://openalex.org/W4401878817","doi":"https://doi.org/10.1109/tmc.2024.3450283"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3450283","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3450283","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-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/A5032263875","display_name":"Youbin Jeon","orcid":"https://orcid.org/0000-0002-6488-0460"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Youbin Jeon","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086065177","display_name":"Hongrok Choi","orcid":"https://orcid.org/0000-0001-8380-8707"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hongrok Choi","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075644118","display_name":"Hyeonjae Jeong","orcid":"https://orcid.org/0000-0002-6320-7063"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeonjae Jeong","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109974634","display_name":"Daeyoung Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daeyoung Jung","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015321839","display_name":"Sangheon Pack","orcid":"https://orcid.org/0000-0002-1085-1568"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangheon Pack","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032263875"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21624451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"12","first_page":"14946","last_page":"14958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9904000163078308,"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/T10142","display_name":"Formal Methods in Verification","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.867131233215332},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5413006544113159},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5380792617797852},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43811506032943726},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4327126741409302},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.414716899394989},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.24352577328681946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.867131233215332},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5413006544113159},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5380792617797852},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43811506032943726},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4327126741409302},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.414716899394989},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.24352577328681946},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3450283","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3450283","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1006796993","display_name":null,"funder_award_id":"IITP-2024-RS-2022-00156353","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4365795565","display_name":null,"funder_award_id":"RS-2022-II221015","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2035492130","https://openalex.org/W2102576651","https://openalex.org/W2281611560","https://openalex.org/W2318549902","https://openalex.org/W2657126969","https://openalex.org/W2798535736","https://openalex.org/W2805039640","https://openalex.org/W2892785410","https://openalex.org/W2903500163","https://openalex.org/W2921421276","https://openalex.org/W2962820060","https://openalex.org/W2963122961","https://openalex.org/W3006614673","https://openalex.org/W3007670609","https://openalex.org/W3012427268","https://openalex.org/W3046899194","https://openalex.org/W3048034223","https://openalex.org/W3048433980","https://openalex.org/W3048889998","https://openalex.org/W3088108332","https://openalex.org/W3090837129","https://openalex.org/W3093878734","https://openalex.org/W3109037541","https://openalex.org/W3115784608","https://openalex.org/W3126869868","https://openalex.org/W3148972651","https://openalex.org/W3154037811","https://openalex.org/W3180849877","https://openalex.org/W4200634471","https://openalex.org/W4205209477","https://openalex.org/W4226297151","https://openalex.org/W4233278384","https://openalex.org/W4285287462","https://openalex.org/W4294904057","https://openalex.org/W4319866014","https://openalex.org/W4365790147","https://openalex.org/W4366504257","https://openalex.org/W4386243239","https://openalex.org/W6617368339","https://openalex.org/W6734169003","https://openalex.org/W6758625146","https://openalex.org/W6766961549","https://openalex.org/W6786215913","https://openalex.org/W6786328250","https://openalex.org/W6787673396","https://openalex.org/W6791204390","https://openalex.org/W6794474486","https://openalex.org/W6796710205"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W2074254449","https://openalex.org/W4210272022","https://openalex.org/W1844259124","https://openalex.org/W1974440652","https://openalex.org/W1541175715","https://openalex.org/W565993663","https://openalex.org/W2326504464"],"abstract_inverted_index":{"Training":[0],"on":[1,49],"time-series":[2],"data":[3],"generated":[4],"from":[5],"mobile":[6,40],"networks":[7],"is":[8],"a":[9,27,45,91],"resource-intensive":[10],"and":[11,35,55,78,108],"time-consuming":[12],"task":[13],"that":[14,127],"encounters":[15],"various":[16],"training":[17,70,102,121,143,159],"failures.":[18],"To":[19],"cope":[20],"with":[21],"this":[22],"issue,":[23],"we":[24],"propose":[25],"CheckBullet,":[26],"lightweight":[28],"checkpoint":[29,87],"system":[30],"to":[31,90,137,153],"minimize":[32],"storage":[33,95,149],"requirements":[34,150],"enable":[36],"fast":[37,64],"recovery":[38,65,116,132],"in":[39,94],"networks.":[41],"First,":[42],"CheckBullet":[43,73,98,128,146],"determines":[44],"checkpointing":[46],"interval":[47],"based":[48],"the":[50,53,56,68,75,85,100,105,110,131,142,157],"characteristics":[51],"of":[52,58],"model":[54],"timing":[57],"failure":[59],"occurrences.":[60],"This":[61,113],"approach":[62,114],"ensures":[63],"while":[66,118,155],"preserving":[67,119],"existing":[69,120],"runtime.":[71,144],"Second,":[72],"quantizes":[74],"weight":[76],"tensor":[77],"eliminates":[79],"duplicate":[80],"weights,":[81],"which":[82],"significantly":[83],"reduces":[84,115],"overall":[86],"size,":[88],"leading":[89],"substantial":[92],"decrease":[93],"requirements.":[96],"Third,":[97],"selects":[99],"minimum":[101,158],"loss":[103],"among":[104],"deduplicated":[106],"checkpoints":[107],"merges":[109],"selected":[111],"checkpoints.":[112],"time":[117,133],"loss.":[122,160],"The":[123],"experimental":[124],"results":[125],"show":[126],"can":[129,147],"reduce":[130],"by":[134,151],"<inline-formula><tex-math":[135,138],"notation=\"LaTeX\">$6\\times$</tex-math></inline-formula>":[136],"notation=\"LaTeX\">$11\\times$</tex-math></inline-formula>":[139],"barely":[140],"increasing":[141],"Furthermore,":[145],"save":[148],"up":[152],"70%":[154],"maintaining":[156]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}