{"id":"https://openalex.org/W2572898255","doi":"https://doi.org/10.1109/pccc.2016.7820648","title":"eSplash: Efficient speculation in large scale heterogeneous computing systems","display_name":"eSplash: Efficient speculation in large scale heterogeneous computing systems","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2572898255","doi":"https://doi.org/10.1109/pccc.2016.7820648","mag":"2572898255"},"language":"en","primary_location":{"id":"doi:10.1109/pccc.2016.7820648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pccc.2016.7820648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 35th International Performance Computing and Communications Conference (IPCCC)","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/A5101584767","display_name":"Jiayin Wang","orcid":"https://orcid.org/0000-0001-5103-6132"},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiayin Wang","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts Boston, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts Boston, Boston, MA","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348945","display_name":"Teng Wang","orcid":"https://orcid.org/0000-0002-5992-3403"},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng Wang","raw_affiliation_strings":["University of Massachusetts Boston, Boston, MA, US"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Boston, Boston, MA, US","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066967694","display_name":"Zhengyu Yang","orcid":"https://orcid.org/0000-0002-9822-5843"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengyu Yang","raw_affiliation_strings":["Northeastern University, Boston, MA, US"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, US","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091825452","display_name":"Ningfang Mi","orcid":"https://orcid.org/0009-0005-0934-1287"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ningfang Mi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085815921","display_name":"Bo Sheng","orcid":"https://orcid.org/0000-0001-5958-8935"},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Sheng","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts Boston, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts Boston, Boston, MA","institution_ids":["https://openalex.org/I33434090"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101584767"],"corresponding_institution_ids":["https://openalex.org/I33434090"],"apc_list":null,"apc_paid":null,"fwci":10.3929,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.98101661,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"8","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9939000010490417,"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/speculative-execution","display_name":"Speculative execution","score":0.8851430416107178},{"id":"https://openalex.org/keywords/speculation","display_name":"Speculation","score":0.8760853409767151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8478748798370361},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6939797401428223},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6698064208030701},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6372792720794678},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5907674431800842},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5091847777366638},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4299757778644562},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41951626539230347},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2739945948123932}],"concepts":[{"id":"https://openalex.org/C141331961","wikidata":"https://www.wikidata.org/wiki/Q2164465","display_name":"Speculative execution","level":2,"score":0.8851430416107178},{"id":"https://openalex.org/C47941915","wikidata":"https://www.wikidata.org/wiki/Q107885","display_name":"Speculation","level":2,"score":0.8760853409767151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8478748798370361},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6939797401428223},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6698064208030701},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6372792720794678},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5907674431800842},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5091847777366638},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4299757778644562},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41951626539230347},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2739945948123932},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pccc.2016.7820648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pccc.2016.7820648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 35th International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"},{"id":"mag:2750580724","is_oa":false,"landing_page_url":"http://jglobal.jst.go.jp/en/public/20090422/201702221923904941","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W1502383304","https://openalex.org/W1822105118","https://openalex.org/W1861377444","https://openalex.org/W1992928432","https://openalex.org/W1996438407","https://openalex.org/W1998509479","https://openalex.org/W2000666938","https://openalex.org/W2096544401","https://openalex.org/W2102849319","https://openalex.org/W2163782505","https://openalex.org/W2170704906","https://openalex.org/W2173213060","https://openalex.org/W2230666400","https://openalex.org/W2251734881","https://openalex.org/W2291671219","https://openalex.org/W2520381032","https://openalex.org/W4293436848","https://openalex.org/W6689360179","https://openalex.org/W6727087348"],"related_works":["https://openalex.org/W2319467001","https://openalex.org/W2101113316","https://openalex.org/W1551620131","https://openalex.org/W1485627940","https://openalex.org/W1577331154","https://openalex.org/W1513409726","https://openalex.org/W1557295419","https://openalex.org/W1569520790","https://openalex.org/W2460246254","https://openalex.org/W1567437828"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"aim":[4],"to":[5,34,51,92,98,111,156],"develop":[6],"an":[7,102],"efficient":[8,139],"speculation":[9],"framework":[10],"for":[11],"a":[12,17,25,42,88,108],"heterogeneous":[13],"cluster.":[14],"Speculation":[15],"is":[16,50,90,96,138,154],"common":[18],"mechanism":[19],"that":[20,74,135,157],"identifies":[21],"\u2018slow\u2019":[22],"node":[23,89],"in":[24,115,123,151,158],"cluster":[26],"and":[27,46,53,105,126,140],"starts":[28],"redundant":[29],"tasks":[30],"on":[31],"other":[32,85],"nodes":[33,58],"guarantee":[35],"the":[36,56,60,64,84,113,116,144,159],"reliability.":[37],"We":[38,119],"consider":[39],"MapReduce/Hadoop":[40],"as":[41],"representative":[43],"computing":[44],"platform,":[45],"our":[47,67,94,121,136,152],"general":[48],"goal":[49],"accurately":[52],"quickly":[54],"identify":[55],"straggler":[57],"during":[59],"job":[61,117,148],"execution.":[62,118,146],"On":[63,83],"one":[65],"hand,":[66,86],"approach":[68],"significantly":[69],"reduces":[70],"unnecessary":[71],"speculative":[72,109,145],"executions":[73],"occupy":[75],"system":[76,153],"resources,":[77],"but":[78],"do":[79],"not":[80],"get":[81],"finished.":[82],"when":[87,142],"prone":[91],"failure,":[93],"solution":[95,122,137],"able":[97],"detect":[99],"it":[100,128],"at":[101],"early":[103],"stage":[104],"effectively":[106],"launch":[107],"task":[110],"avoid":[112],"delay":[114],"implement":[120],"Hadoop":[124,161],"platform":[125],"evaluate":[127],"with":[129],"extensive":[130],"experiments.":[131],"The":[132,147],"results":[133],"show":[134],"effective":[141],"handling":[143],"execution":[149],"time":[150],"superior":[155],"current":[160],"distribution.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":9}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
