{"id":"https://openalex.org/W2169200998","doi":"https://doi.org/10.1145/1730874.1730903","title":"Learning based opportunistic admission control algorithm for MapReduce as a service","display_name":"Learning based opportunistic admission control algorithm for MapReduce as a service","publication_year":2010,"publication_date":"2010-02-25","ids":{"openalex":"https://openalex.org/W2169200998","doi":"https://doi.org/10.1145/1730874.1730903","mag":"2169200998"},"language":"en","primary_location":{"id":"doi:10.1145/1730874.1730903","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1730874.1730903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd India software engineering conference","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/A5079760205","display_name":"Jaideep Dhok","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jaideep Dhok","raw_affiliation_strings":["Internation Institute of Information Technology, Hyderabad, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Internation Institute of Information Technology, Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055436580","display_name":"Nitesh Maheshwari","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nitesh Maheshwari","raw_affiliation_strings":["Internation Institute of Information Technology, Hyderabad, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Internation Institute of Information Technology, Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073786634","display_name":"Vasudeva Varma","orcid":"https://orcid.org/0000-0003-1923-1725"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vasudeva Varma","raw_affiliation_strings":["Internation Institute of Information Technology, Hyderabad, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Internation Institute of Information Technology, Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079760205"],"corresponding_institution_ids":["https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":7.8557,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.97326586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"160"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9968000054359436,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9959999918937683,"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":0.8660680055618286},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7343947291374207},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.6138371229171753},{"id":"https://openalex.org/keywords/admission-control","display_name":"Admission control","score":0.5699031352996826},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5210615992546082},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5137184858322144},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.41506972908973694},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41057974100112915},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4040375351905823},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3888457715511322},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35381796956062317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30745530128479004},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26039808988571167},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.20889195799827576},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1698150336742401},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09443008899688721}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8660680055618286},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7343947291374207},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.6138371229171753},{"id":"https://openalex.org/C2778234956","wikidata":"https://www.wikidata.org/wiki/Q4683813","display_name":"Admission control","level":3,"score":0.5699031352996826},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5210615992546082},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5137184858322144},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.41506972908973694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41057974100112915},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4040375351905823},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3888457715511322},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35381796956062317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30745530128479004},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26039808988571167},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.20889195799827576},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1698150336742401},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09443008899688721},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1730874.1730903","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1730874.1730903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd India software engineering conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.577.3346","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.577.3346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://researchweb.iiit.ac.in/~jaideep/adm_ctrl.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W1977367431","https://openalex.org/W1984483497","https://openalex.org/W2098921651","https://openalex.org/W2139901185","https://openalex.org/W2141181249","https://openalex.org/W2161383905","https://openalex.org/W2167512143","https://openalex.org/W2173213060","https://openalex.org/W2914563499"],"related_works":["https://openalex.org/W2394466068","https://openalex.org/W1987683558","https://openalex.org/W2726838704","https://openalex.org/W4220802396","https://openalex.org/W2393473353","https://openalex.org/W2373790322","https://openalex.org/W2171665309","https://openalex.org/W2185091225","https://openalex.org/W4388022848","https://openalex.org/W2086889680"],"abstract_inverted_index":{"Admission":[0],"Control":[1],"has":[2],"been":[3],"proven":[4],"essential":[5],"to":[6,52,78,109,133,177,192],"avoid":[7],"overloading":[8,193],"of":[9,24,31,41,59,99,120,172,194,203],"resources":[10],"and":[11,28,115,151,196],"for":[12],"meeting":[13],"user":[14],"service":[15,86,135,205],"demands":[16],"in":[17,34,56,95,149,165,188],"utility":[18],"driven":[19],"grid":[20],"computing.":[21],"Recent":[22],"emergence":[23],"Cloud":[25,35,167],"based":[26,66],"services":[27,176],"the":[29,39,57,80,85,118,147,153,166,204],"popularity":[30],"MapReduce":[32,54,71,162,173],"paradigm":[33],"Computing":[36],"environments":[37],"make":[38],"problem":[40],"admission":[42,184],"control":[43,185],"intriguing.":[44],"We":[45,62,101,155],"propose":[46],"a":[47,64,128,161,170],"model":[48],"that":[49,69,130,168,183,200],"allows":[50],"one":[51],"offer":[53],"jobs":[55,72,112,121,174,199],"form":[58],"on-demand":[60],"services.":[61],"present":[63],"learning":[65],"opportunistic":[67],"algorithm":[68,89,148,158],"admits":[70],"only":[73],"if":[74],"they":[75],"are":[76],"unlikely":[77],"cross":[79],"overload":[81],"threshold":[82],"set":[83,171],"by":[84,93,146,159,197],"provider.":[87,206],"The":[88],"meets":[90],"deadlines":[91],"negotiated":[92],"users":[94],"more":[96],"than":[97],"80%":[98],"cases.":[100],"employ":[102],"an":[103],"automatically":[104,142],"supervised":[105],"Naive":[106],"Bayes":[107],"Classifier":[108],"label":[110],"incoming":[111],"as":[113,123,175],"admissible":[114],"non-admissible.":[116],"From":[117],"list":[119],"classified":[122],"admissible,":[124],"we":[125],"then":[126],"pick":[127],"job":[129],"is":[131,186],"expected":[132],"maximize":[134,201],"provider":[136],"utility.":[137],"An":[138],"external":[139],"supervision":[140],"rule":[141],"evaluates":[143],"decisions":[144],"made":[145],"retrospect,":[150],"trains":[152],"classifier.":[154],"evaluate":[156],"our":[157],"simulating":[160],"cluster":[163],"hosted":[164],"offers":[169],"its":[178],"users.":[179],"Our":[180],"results":[181],"show":[182],"useful":[187],"minimizing":[189],"losses":[190],"due":[191],"resources,":[195],"choosing":[198],"revenue":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}