{"id":"https://openalex.org/W2606552463","doi":"https://doi.org/10.1145/3064176.3064181","title":"Pado","display_name":"Pado","publication_year":2017,"publication_date":"2017-04-17","ids":{"openalex":"https://openalex.org/W2606552463","doi":"https://doi.org/10.1145/3064176.3064181","mag":"2606552463"},"language":"en","primary_location":{"id":"doi:10.1145/3064176.3064181","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3064176.3064181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth European Conference on Computer Systems","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/A5108617189","display_name":"Youngseok Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Youngseok Yang","raw_affiliation_strings":["Seoul National University"],"affiliations":[{"raw_affiliation_string":"Seoul National University","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101471642","display_name":"Geon-Woo Kim","orcid":"https://orcid.org/0000-0002-4504-765X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Geon-Woo Kim","raw_affiliation_strings":["Seoul National University"],"affiliations":[{"raw_affiliation_string":"Seoul National University","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004695340","display_name":"Won Wook Song","orcid":"https://orcid.org/0000-0002-8530-2184"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won Wook Song","raw_affiliation_strings":["Seoul National University"],"affiliations":[{"raw_affiliation_string":"Seoul National University","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101833740","display_name":"Yunseong Lee","orcid":"https://orcid.org/0000-0001-9245-2968"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yunseong Lee","raw_affiliation_strings":["Seoul National University"],"affiliations":[{"raw_affiliation_string":"Seoul National University","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103077349","display_name":"Andrew Chung","orcid":"https://orcid.org/0009-0005-6201-1674"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Chung","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101227501","display_name":"Zhengping Qian","orcid":"https://orcid.org/0000-0002-0741-9918"},"institutions":[{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengping Qian","raw_affiliation_strings":["Alibaba Group"],"affiliations":[{"raw_affiliation_string":"Alibaba Group","institution_ids":["https://openalex.org/I4210095624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101448883","display_name":"Brian Cho","orcid":"https://orcid.org/0000-0002-8763-8992"},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Brian Cho","raw_affiliation_strings":["Facebook"],"affiliations":[{"raw_affiliation_string":"Facebook","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083084972","display_name":"Byung-Gon Chun","orcid":"https://orcid.org/0000-0002-9863-7186"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung-Gon Chun","raw_affiliation_strings":["Seoul National University"],"affiliations":[{"raw_affiliation_string":"Seoul National University","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5108617189"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":16.4433,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.99045425,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9988999962806702,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.998199999332428,"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":0.8149616718292236},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.727237343788147},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6759066581726074},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.6154047846794128},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6043081283569336},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5752317309379578},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.5492411255836487},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5121262073516846},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.44280803203582764},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30152955651283264},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2375083863735199},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08114036917686462}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8149616718292236},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.727237343788147},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6759066581726074},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.6154047846794128},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6043081283569336},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5752317309379578},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.5492411255836487},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5121262073516846},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.44280803203582764},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30152955651283264},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2375083863735199},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08114036917686462},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3064176.3064181","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3064176.3064181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth European Conference on Computer Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1999826401","display_name":null,"funder_award_id":"R0126-15-1093","funder_id":"https://openalex.org/F4320322347","funder_display_name":"Ministry of Science ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322347","display_name":"Ministry of Science ICT and Future Planning","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W193620207","https://openalex.org/W1554944419","https://openalex.org/W2016924386","https://openalex.org/W2020369684","https://openalex.org/W2043494924","https://openalex.org/W2045063824","https://openalex.org/W2054141820","https://openalex.org/W2100830825","https://openalex.org/W2105947650","https://openalex.org/W2122465391","https://openalex.org/W2129542763","https://openalex.org/W2131975293","https://openalex.org/W2141992894","https://openalex.org/W2156077332","https://openalex.org/W2162870748","https://openalex.org/W2163961697","https://openalex.org/W2336721351","https://openalex.org/W2410359103","https://openalex.org/W2521140588","https://openalex.org/W2537369414","https://openalex.org/W2579247884","https://openalex.org/W2787894218","https://openalex.org/W6607999007"],"related_works":["https://openalex.org/W2974485871","https://openalex.org/W1577119738","https://openalex.org/W2908872315","https://openalex.org/W2893779165","https://openalex.org/W1600399803","https://openalex.org/W4235210722","https://openalex.org/W2017432143","https://openalex.org/W4388633481","https://openalex.org/W2994960476","https://openalex.org/W4380605435"],"abstract_inverted_index":{"Datacenters":[0],"are":[1,110],"under-utilized,":[2],"primarily":[3],"due":[4],"to":[5,20,26,47,113,122,175,182],"unused":[6],"resources":[7,16,33],"on":[8,58,91],"over-provisioned":[9],"nodes":[10],"of":[11,61,74,101,118,161],"latency-critical":[12,38],"jobs.":[13],"Such":[14],"idle":[15],"can":[17],"be":[18,35],"used":[19],"run":[21,123],"batch":[22],"data":[23,76,146],"analytic":[24],"jobs":[25,39],"increase":[27],"datacenter":[28],"utilization,":[29],"but":[30],"these":[31],"transient":[32],"must":[34],"evicted":[36],"whenever":[37],"require":[40],"them":[41,124],"again.":[42],"Resource":[43],"evictions":[44],"often":[45],"lead":[46],"cascading":[48],"recomputations,":[49],"which":[50,149],"is":[51],"usually":[52],"handled":[53],"by":[54,173,180],"checkpointing":[55,66],"intermediate":[56,134],"results":[57,135,166],"stable":[59],"storages":[60],"eviction-free":[62],"reserved":[63,127,163],"resources.":[64,128],"However,":[65],"has":[67],"major":[68],"shortcomings":[69],"in":[70],"its":[71],"substantial":[72],"overhead":[73],"transferring":[75],"back":[77],"and":[78,89,96,177],"forth.":[79],"In":[80],"this":[81],"work,":[82],"we":[83],"step":[84],"away":[85],"from":[86],"such":[87],"approaches":[88],"focus":[90],"observing":[92],"the":[93,97,102,107,159],"job":[94],"structure":[95],"relationships":[98],"between":[99],"computations":[100,108],"job.":[103],"We":[104,141],"carefully":[105],"mark":[106],"that":[109,157,168],"most":[111],"likely":[112],"cause":[114],"a":[115,144],"large":[116],"number":[117,160],"recomputations":[119],"upon":[120],"evictions,":[121],"reliably":[125],"using":[126],"This":[129],"lets":[130],"us":[131],"retain":[132],"corresponding":[133],"effortlessly":[136],"without":[137],"any":[138],"additional":[139,162],"checkpointing.":[140],"design":[142],"Pado,":[143],"general":[145],"processing":[147],"engine,":[148],"carries":[150],"out":[151],"our":[152],"idea":[153],"with":[154],"several":[155],"optimizations":[156],"minimize":[158],"nodes.":[164],"Evaluation":[165],"show":[167],"Pado":[169],"outperforms":[170],"Spark":[171,179],"2.0.0":[172],"up":[174,181],"5.1\u00d7,":[176],"checkpoint-enabled":[178],"3.8\u00d7.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-04-28T00:00:00"}