{"id":"https://openalex.org/W1998104598","doi":"https://doi.org/10.1017/s0956796810000067","title":"Lightweight checkpointing for concurrent ML","display_name":"Lightweight checkpointing for concurrent ML","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W1998104598","doi":"https://doi.org/10.1017/s0956796810000067","mag":"1998104598"},"language":"en","primary_location":{"id":"doi:10.1017/s0956796810000067","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0956796810000067","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A8CBF8766727B44869F7C7C5D01B9EC5/S0956796810000067a.pdf/div-class-title-lightweight-checkpointing-for-concurrent-ml-div.pdf","source":{"id":"https://openalex.org/S12266929","display_name":"Journal of Functional Programming","issn_l":"0956-7968","issn":["0956-7968","1469-7653"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Functional Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A8CBF8766727B44869F7C7C5D01B9EC5/S0956796810000067a.pdf/div-class-title-lightweight-checkpointing-for-concurrent-ml-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027309456","display_name":"Lukasz Ziarek","orcid":"https://orcid.org/0000-0003-4353-1998"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"LUKASZ ZIAREK","raw_affiliation_strings":["Department of Computer Science Purdue University, 305 N. University Street, West Lafayette, IN 47907-2107, USA (e-mail:","Department of computer science purdue university, 305 n. university street, west lafayette, in 47907-2107, usa (e-mail: lziarek@cs.purdue.edu, suresh@cs.purdue.edu)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Purdue University, 305 N. University Street, West Lafayette, IN 47907-2107, USA (e-mail:","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Department of computer science purdue university, 305 n. university street, west lafayette, in 47907-2107, usa (e-mail: lziarek@cs.purdue.edu, suresh@cs.purdue.edu)","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034957233","display_name":"Suresh Jagannathan","orcid":"https://orcid.org/0000-0001-6871-2424"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SURESH JAGANNATHAN","raw_affiliation_strings":["Department of Computer Science Purdue University, 305 N. University Street, West Lafayette, IN 47907-2107, USA (e-mail:","Department of computer science purdue university, 305 n. university street, west lafayette, in 47907-2107, usa (e-mail: lziarek@cs.purdue.edu, suresh@cs.purdue.edu)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Purdue University, 305 N. University Street, West Lafayette, IN 47907-2107, USA (e-mail:","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Department of computer science purdue university, 305 n. university street, west lafayette, in 47907-2107, usa (e-mail: lziarek@cs.purdue.edu, suresh@cs.purdue.edu)","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9828,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91069602,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"2","first_page":"137","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":1.0,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9282397031784058},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.7509341239929199},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5698832869529724},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5054521560668945},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4881897568702698},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3209354281425476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9282397031784058},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.7509341239929199},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5698832869529724},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5054521560668945},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4881897568702698},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3209354281425476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0956796810000067","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0956796810000067","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A8CBF8766727B44869F7C7C5D01B9EC5/S0956796810000067a.pdf/div-class-title-lightweight-checkpointing-for-concurrent-ml-div.pdf","source":{"id":"https://openalex.org/S12266929","display_name":"Journal of Functional Programming","issn_l":"0956-7968","issn":["0956-7968","1469-7653"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Functional Programming","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/s0956796810000067","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0956796810000067","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A8CBF8766727B44869F7C7C5D01B9EC5/S0956796810000067a.pdf/div-class-title-lightweight-checkpointing-for-concurrent-ml-div.pdf","source":{"id":"https://openalex.org/S12266929","display_name":"Journal of Functional Programming","issn_l":"0956-7968","issn":["0956-7968","1469-7653"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Functional Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1998104598.pdf","grobid_xml":"https://content.openalex.org/works/W1998104598.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W139978184","https://openalex.org/W1495087637","https://openalex.org/W1515932031","https://openalex.org/W1638372782","https://openalex.org/W1846255488","https://openalex.org/W1855065956","https://openalex.org/W1974168649","https://openalex.org/W1980895171","https://openalex.org/W1984106647","https://openalex.org/W1999635542","https://openalex.org/W2010439775","https://openalex.org/W2015651973","https://openalex.org/W2024717440","https://openalex.org/W2041250459","https://openalex.org/W2072122071","https://openalex.org/W2076149580","https://openalex.org/W2079978872","https://openalex.org/W2081413727","https://openalex.org/W2083089270","https://openalex.org/W2091085450","https://openalex.org/W2100970777","https://openalex.org/W2105055683","https://openalex.org/W2105526656","https://openalex.org/W2108200488","https://openalex.org/W2108204150","https://openalex.org/W2110026634","https://openalex.org/W2111946621","https://openalex.org/W2114035455","https://openalex.org/W2119964141","https://openalex.org/W2129990308","https://openalex.org/W2133386065","https://openalex.org/W2140991542","https://openalex.org/W2152085994","https://openalex.org/W2156986064","https://openalex.org/W2165022815","https://openalex.org/W2165825461","https://openalex.org/W2911524086","https://openalex.org/W2911694715","https://openalex.org/W2913608592","https://openalex.org/W2913965635","https://openalex.org/W3070996749","https://openalex.org/W4230791431","https://openalex.org/W4233087813","https://openalex.org/W4239256660","https://openalex.org/W4239606945","https://openalex.org/W4242005397","https://openalex.org/W4249252902"],"related_works":["https://openalex.org/W3096456556","https://openalex.org/W4240253816","https://openalex.org/W2171648479","https://openalex.org/W2132806979","https://openalex.org/W1713081424","https://openalex.org/W1523769955","https://openalex.org/W2245390655","https://openalex.org/W188282463","https://openalex.org/W2023832055","https://openalex.org/W2082485924"],"abstract_inverted_index":{"Abstract":[0],"Transient":[1],"faults":[2],"that":[3,48,52,59,118,136,219,232],"arise":[4],"in":[5,17,28,242],"large-scale":[6],"software":[7],"systems":[8],"can":[9,119],"often":[10],"be":[11,120],"repaired":[12],"by":[13],"reexecuting":[14],"the":[15,101,138,144,220],"code":[16,30],"which":[18],"they":[19,233],"occur.":[20],"Ascribing":[21],"a":[22,36,41,65,86,97,108,129,173,181,189,211,215,235],"meaningful":[23,66],"semantics":[24],"for":[25,114,193,238],"safe":[26,109,240],"reexecution":[27],"multithreaded":[29],"is":[31,90],"not":[32,70,91],"obvious,":[33],"however.":[34],"For":[35],"thread":[37,94],"to":[38,64,122,168,222,230],"reexecute":[39],"correctly":[40],"region":[42,60],"of":[43,100,140,146,158,176,184],"code,":[44],"it":[45],"must":[46],"ensure":[47],"all":[49],"other":[50,76],"threads":[51,162],"have":[53],"witnessed":[54],"its":[55,177,185],"unwanted":[56],"effects":[57],"within":[58,187],"are":[61,96,153,225,234],"also":[62],"reverted":[63],"earlier":[67],"state.":[68],"If":[69],"done":[71],"properly,":[72],"data":[73],"inconsistencies":[74],"and":[75,110,143,179,214,227],"undesirable":[77],"behavior":[78],"might":[79],"result.":[80],"However,":[81],"automatically":[82],"determining":[83],"what":[84],"constitutes":[85],"consistent":[87,148],"global":[88,151],"checkpoint":[89],"straightforward":[92],"because":[93],"interactions":[95],"dynamic":[98],"property":[99],"program.":[102],"In":[103],"this":[104],"paper,":[105],"we":[106],"present":[107,172],"efficient":[111],"checkpointing":[112],"mechanism":[113,237],"Concurrent":[115],"ML":[116],"(CML)":[117],"used":[121],"recover":[123],"from":[124],"transient":[125],"faults.":[126],"We":[127,171],"introduce":[128],"new":[130],"linguistic":[131],"abstraction,":[132],"called":[133],"stabilizers":[134,224],",":[135],"permits":[137],"specification":[139],"per-thread":[141],"monitors":[142],"restoration":[145],"globally":[147],"checkpoints.":[149],"Safe":[150],"states":[152],"computed":[154],"through":[155],"lightweight":[156],"monitoring":[157],"communication":[159],"events":[160],"among":[161],"(e.g.,":[163],"message-passing":[164],"operations":[165],"or":[166],"updates":[167],"shared":[169],"variables).":[170],"formal":[174],"characterization":[175],"design,":[178],"provide":[180],"detailed":[182],"description":[183],"implementation":[186],"MLton,":[188],"whole-program":[190],"optimizing":[191],"compiler":[192],"Standard":[194],"ML.":[195],"Our":[196],"experimental":[197],"results":[198],"on":[199],"microbenchmarks":[200],"as":[201,203],"well":[202],"several":[204],"realistic,":[205],"multithreaded,":[206],"server-style":[207],"CML":[208],"applications,":[209],"including":[210],"web":[212],"server":[213],"windowing":[216],"toolkit,":[217],"show":[218],"overheads":[221],"use":[223],"small,":[226],"lead":[228],"us":[229],"conclude":[231],"viable":[236],"defining":[239],"checkpoints":[241],"concurrent":[243],"functional":[244],"programs.":[245]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}