{"id":"https://openalex.org/W2899770840","doi":"https://doi.org/10.1109/icmcs.2018.8525971","title":"The impact of checkpointing interval selection on the scheduling performance of Hadoop framework","display_name":"The impact of checkpointing interval selection on the scheduling performance of Hadoop framework","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2899770840","doi":"https://doi.org/10.1109/icmcs.2018.8525971","mag":"2899770840"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2018.8525971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2018.8525971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 6th International Conference on Multimedia Computing and Systems (ICMCS)","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/A5045803635","display_name":"Yassir Samadi","orcid":"https://orcid.org/0000-0002-9354-8256"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Samadi Yassir","raw_affiliation_strings":["National School of Computer science and Systems Analysis, Mohamed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"National School of Computer science and Systems Analysis, Mohamed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112733980","display_name":"Mostapha Zbakh","orcid":"https://orcid.org/0000-0002-1408-3850"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Zbakh Mostapha","raw_affiliation_strings":["National School of Computer science and Systems Analysis, Mohamed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"National School of Computer science and Systems Analysis, Mohamed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074343745","display_name":"Najlae Kasmi","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Kasmi Najlae","raw_affiliation_strings":["National School of Computer science and Systems Analysis, Mohamed V University, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"National School of Computer science and Systems Analysis, Mohamed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045803635"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":0.7854,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81342884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"66","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996399998664856,"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":0.8764512538909912},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6948802471160889},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6933196783065796},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.6706047058105469},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6054584980010986},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5777715444564819},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5586686730384827},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5260174870491028},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.43868446350097656},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3029985725879669},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14196226000785828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8764512538909912},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6948802471160889},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6933196783065796},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.6706047058105469},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6054584980010986},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5777715444564819},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5586686730384827},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5260174870491028},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.43868446350097656},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3029985725879669},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14196226000785828},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2018.8525971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2018.8525971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 6th International Conference on Multimedia Computing and Systems (ICMCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1571189856","https://openalex.org/W1598064945","https://openalex.org/W1982041753","https://openalex.org/W1985385273","https://openalex.org/W2029011701","https://openalex.org/W2051505342","https://openalex.org/W2124520572","https://openalex.org/W2156546605","https://openalex.org/W2158865579","https://openalex.org/W2160821994","https://openalex.org/W2164590718","https://openalex.org/W2173213060","https://openalex.org/W2232367821","https://openalex.org/W2286385760","https://openalex.org/W2328386379","https://openalex.org/W2359327754","https://openalex.org/W2767478150","https://openalex.org/W3148885254","https://openalex.org/W6635687051","https://openalex.org/W6683509488","https://openalex.org/W6745800436","https://openalex.org/W7055774818"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W4390608645","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"MapReduce":[0,33,36,114],"is":[1,23,105,116,146],"one":[2,26],"of":[3,13,27,32,47,72,84,177,188,192,195,211,218],"the":[4,28,45,58,69,82,90,94,106,137,156,160,169,175,178,186,209,216,237],"most":[5,29],"popular":[6],"paradigm":[7],"for":[8,34,68,97,113],"processing":[9,35],"a":[10,52,65,130,148],"huge":[11],"volume":[12],"data":[14],"(big":[15],"data)":[16],"in":[17,40,78,101,127],"distributed":[18,102],"manner.":[19],"In":[20,49],"addition,":[21,50],"Hadoop":[22,41,56,77,189,219],"considred":[24],"as":[25,172,174],"well-known":[30],"implemention":[31],"programs.":[37],"The":[38,109],"scheduler":[39],"manages":[42],"and":[43,87,201,230],"monitors":[44],"scheduling":[46],"tasks.":[48,60],"if":[51],"failure":[53,170,200,222],"takes":[54],"place,":[55],"reschedules":[57],"failed":[59],"This":[61,224],"makes":[62],"fault":[63,99],"tolerance":[64,100],"critical":[66],"issue":[67],"efficient":[70],"operation":[71],"any":[73],"application":[74],"running":[75],"on":[76,215,233,241],"order":[79],"to":[80,88,117,120,235],"ensure":[81],"quality":[83],"service":[85],"(QoS)":[86],"meet":[89],"end-users":[91],"expectations.":[92],"Among":[93],"well-used":[95],"techniques":[96],"providing":[98],"systems,":[103],"there":[104],"checkpointing":[107,112,144,153,161,212,238],"technique.":[108],"idea":[110],"behind":[111],"tasks":[115],"use":[118],"checkpoints":[119],"save":[121],"intermediate":[122],"results":[123],"at":[124],"some":[125],"points":[126],"time.":[128],"Once":[129],"task":[131],"fails,":[132],"it":[133],"can":[134],"restart":[135],"from":[136],"checkpointed":[138],"state.":[139],"However,":[140],"selecting":[141],"an":[142],"appropriate":[143],"interval":[145,162,213,239],"not":[147],"trivial":[149],"task.":[150],"Unnecessary":[151],"frequent":[152],"may":[154],"degrade":[155],"system":[157],"performance.":[158],"Consequently,":[159],"must":[163],"be":[164],"selected":[165],"taking":[166],"into":[167],"account":[168],"probability,":[171],"well":[173],"nature":[176],"workload.":[179],"Towards":[180],"this":[181],"direction,":[182],"we":[183],"have":[184],"analyzed":[185],"performance":[187,217],"with":[190],"presence":[191],"different":[193],"types":[194],"failures":[196],"(task":[197],"failure,":[198],"TaskTracker":[199],"NameNode":[202],"failure).":[203],"We":[204],"then":[205],"investigate":[206],"via":[207],"simulation":[208],"impact":[210],"selection":[214,240],"under":[220],"various":[221],"probabilities.":[223],"paper":[225],"also":[226],"discusses":[227],"our":[228],"findings":[229],"draws":[231],"attention":[232],"how":[234],"improve":[236],"Hadoop.":[242]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}