{"id":"https://openalex.org/W2751235113","doi":"https://doi.org/10.1142/s0218843017500046","title":"An Auto-Scaling Framework for Heterogeneous Hadoop Systems","display_name":"An Auto-Scaling Framework for Heterogeneous Hadoop Systems","publication_year":2017,"publication_date":"2017-09-05","ids":{"openalex":"https://openalex.org/W2751235113","doi":"https://doi.org/10.1142/s0218843017500046","mag":"2751235113"},"language":"en","primary_location":{"id":"doi:10.1142/s0218843017500046","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218843017500046","pdf_url":null,"source":{"id":"https://openalex.org/S17147961","display_name":"International Journal of Cooperative Information Systems","issn_l":"0218-8430","issn":["0218-8430","1793-6365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cooperative Information Systems","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/A5077213349","display_name":"J. V. Benifa Bibal","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. V. Benifa Bibal","raw_affiliation_strings":["Department of Computer Science and Engineering, Anna University Regional Campus, Tirunelveli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Anna University Regional Campus, Tirunelveli, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"last","author":{"id":null,"display_name":"D. Dejey","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Dejey","raw_affiliation_strings":["Department of Computer Science and Engineering, Anna University Regional Campus, Tirunelveli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Anna University Regional Campus, Tirunelveli, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33585257"],"apc_list":null,"apc_paid":null,"fwci":2.5321,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91767542,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"26","issue":"04","first_page":"1750004","last_page":"1750004"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965000152587891,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.980400025844574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9110801219940186},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7936384677886963},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7234600186347961},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7198171615600586},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6963167786598206},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6486641764640808},{"id":"https://openalex.org/keywords/replica","display_name":"Replica","score":0.641181468963623},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.524185836315155},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4427715539932251},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3597511053085327},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3014197051525116},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16500228643417358}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9110801219940186},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7936384677886963},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7234600186347961},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7198171615600586},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6963167786598206},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6486641764640808},{"id":"https://openalex.org/C2775937380","wikidata":"https://www.wikidata.org/wiki/Q1232589","display_name":"Replica","level":2,"score":0.641181468963623},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.524185836315155},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4427715539932251},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3597511053085327},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3014197051525116},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16500228643417358},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218843017500046","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218843017500046","pdf_url":null,"source":{"id":"https://openalex.org/S17147961","display_name":"International Journal of Cooperative Information Systems","issn_l":"0218-8430","issn":["0218-8430","1793-6365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cooperative Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W185167974","https://openalex.org/W582556278","https://openalex.org/W1501136901","https://openalex.org/W1598064945","https://openalex.org/W1630733292","https://openalex.org/W1798754286","https://openalex.org/W1977191518","https://openalex.org/W1981266946","https://openalex.org/W1987671078","https://openalex.org/W2000666938","https://openalex.org/W2041100566","https://openalex.org/W2060650311","https://openalex.org/W2104993419","https://openalex.org/W2151585159","https://openalex.org/W2163291889","https://openalex.org/W2166650912","https://openalex.org/W2170704906","https://openalex.org/W2173213060"],"related_works":["https://openalex.org/W3013979739","https://openalex.org/W2655578171","https://openalex.org/W2577913821","https://openalex.org/W2953070151","https://openalex.org/W4296976839","https://openalex.org/W2460131733","https://openalex.org/W3008699647","https://openalex.org/W2370213333","https://openalex.org/W2571250724","https://openalex.org/W4241787744"],"abstract_inverted_index":{"The":[0,26,89,160],"scalability":[1],"of":[2,91,126,137,153],"the":[3,22,47,52,59,75,80,109,120,124,130,138,147,154,157,174,178,182,187],"cloud":[4,167],"infrastructure":[5],"is":[6,68,95,117,143],"essential":[7],"to":[8,36,45,73,122,145],"perform":[9],"large-scale":[10],"data":[11,92,197],"processing":[12],"using":[13,169],"MapReduce":[14,28],"programming":[15],"model":[16,29],"by":[17,186],"automatically":[18,77],"provisioning":[19,136],"and":[20,51,93,133,173,201],"de-provisioning":[21],"resources":[23,48,60,76,105,111],"on":[24,49,79],"demand.":[25],"existing":[27,110,183],"shows":[30],"performance":[31,188],"degradation":[32],"while":[33,103],"getting":[34],"adapted":[35],"heterogeneous":[37,86],"environments":[38],"since":[39],"sufficient":[40],"techniques":[41],"are":[42,61,106,112,162],"not":[43,56],"available":[44],"scale":[46],"demand":[50],"scheduling":[53,90,152,184,195],"algorithms":[54],"would":[55],"cooperate":[57],"as":[58,191],"configured":[62],"dynamically.":[63],"An":[64],"Auto-Scaling":[65],"Framework":[66],"(ASF)":[67],"presented":[69],"in":[70,84,97,156,164],"this":[71],"article":[72],"configure":[74],"based":[78],"current":[81],"system":[82,131],"load":[83,132],"a":[85,98,165],"Hadoop":[87],"environment.":[88],"task":[94,155],"done":[96],"data-local":[99],"manner":[100],"that":[101,177],"adapts":[102],"new":[104],"configured,":[107],"or":[108],"removed.":[113],"A":[114],"monitoring":[115],"module":[116],"integrated":[118],"with":[119],"JobTracker":[121],"observe":[123],"status":[125],"physical":[127,158],"machines,":[128],"compute":[129],"provide":[134],"automated":[135],"resources.":[139],"Then,":[140],"Replica":[141],"Tracker":[142],"utilized":[144],"track":[146],"replica":[148],"objects":[149],"for":[150],"efficient":[151],"machines.":[159],"experiments":[161],"conducted":[163],"commercial":[166],"environment":[168],"diverse":[170],"workload":[171],"characteristics,":[172],"observations":[175],"show":[176],"proposed":[179],"framework":[180],"outperforms":[181],"mechanisms":[185],"metrics":[189],"such":[190],"average":[192],"completion":[193],"time,":[194,196],"locality,":[198],"resource":[199],"utilization":[200],"throughput.":[202]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}