{"id":"https://openalex.org/W3193613507","doi":"https://doi.org/10.1109/access.2021.3105539","title":"The 3-Axis Scalable Service-Cloud Resource Modeling for Burst Prediction Under Smart Campus Scenario","display_name":"The 3-Axis Scalable Service-Cloud Resource Modeling for Burst Prediction Under Smart Campus Scenario","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3193613507","doi":"https://doi.org/10.1109/access.2021.3105539","mag":"3193613507"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3105539","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3105539","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514799.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514799.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056548550","display_name":"Mirza Abdur Razzaq","orcid":"https://orcid.org/0000-0003-4288-7992"},"institutions":[{"id":"https://openalex.org/I45164037","display_name":"Shah Abdul Latif University","ror":"https://ror.org/02s232b27","country_code":"PK","type":"education","lineage":["https://openalex.org/I45164037"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Mirza Abdur Razzaq","raw_affiliation_strings":["Department of Computer Science, Shah Abdul Latif University, Khairpur, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shah Abdul Latif University, Khairpur, Sindh, Pakistan","institution_ids":["https://openalex.org/I45164037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065999819","display_name":"Javed Ahmed Mahar","orcid":"https://orcid.org/0000-0002-3025-9107"},"institutions":[{"id":"https://openalex.org/I45164037","display_name":"Shah Abdul Latif University","ror":"https://ror.org/02s232b27","country_code":"PK","type":"education","lineage":["https://openalex.org/I45164037"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Javed Ahmed Mahar","raw_affiliation_strings":["Department of Computer Science, Shah Abdul Latif University, Khairpur, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shah Abdul Latif University, Khairpur, Sindh, Pakistan","institution_ids":["https://openalex.org/I45164037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081405486","display_name":"Muneer Ahmad","orcid":"https://orcid.org/0000-0001-5047-1108"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["MY","PK"],"is_corresponding":false,"raw_author_name":"Muneer Ahmad","raw_affiliation_strings":["Department of Information Systems, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066848056","display_name":"Ihsan Ali","orcid":"https://orcid.org/0000-0002-9549-2540"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ihsan Ali","raw_affiliation_strings":["Department of Computer System and Technology, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer System and Technology, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021988081","display_name":"Roobaea Alroobaea","orcid":"https://orcid.org/0000-0003-1585-2962"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Roobaea Alroobaea","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074536116","display_name":"Fahad M. Almansour","orcid":null},"institutions":[{"id":"https://openalex.org/I156216236","display_name":"Qassim University","ror":"https://ror.org/01wsfe280","country_code":"SA","type":"education","lineage":["https://openalex.org/I156216236"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fahad Almansour","raw_affiliation_strings":["Department of Computer Science, College of Sciences and Arts in Rass, Qassim University, Buraydah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Sciences and Arts in Rass, Qassim University, Buraydah, Saudi Arabia","institution_ids":["https://openalex.org/I156216236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057192640","display_name":"Kumarmangal Roy","orcid":"https://orcid.org/0000-0002-6022-3172"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kumarmangal Roy","raw_affiliation_strings":["Department of Information Systems, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5056548550"],"corresponding_institution_ids":["https://openalex.org/I45164037"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.0663,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9509141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"116927","last_page":"116941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9172999858856201,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9172999858856201,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9045000076293945,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8123174905776978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6954947710037231},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6357093453407288},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.48771509528160095},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4441562294960022},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33729541301727295},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3133023977279663},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1548137664794922},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.06585824489593506}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8123174905776978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954947710037231},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6357093453407288},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.48771509528160095},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4441562294960022},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33729541301727295},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3133023977279663},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1548137664794922},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.06585824489593506},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3105539","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3105539","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514799.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d57499c0d39d4d35986bbbf26141f41c","is_oa":true,"landing_page_url":"https://doaj.org/article/d57499c0d39d4d35986bbbf26141f41c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 116927-116941 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3105539","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3105539","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514799.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3071085596","display_name":null,"funder_award_id":"PG035-2016A","funder_id":"https://openalex.org/F4320322604","funder_display_name":"Universiti Malaya"},{"id":"https://openalex.org/G5272446950","display_name":null,"funder_award_id":"TURSP-2020/36","funder_id":"https://openalex.org/F4320322604","funder_display_name":"Universiti Malaya"},{"id":"https://openalex.org/G6707990211","display_name":null,"funder_award_id":"TURSP-2020/36","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"},{"id":"https://openalex.org/G69977325","display_name":null,"funder_award_id":"PG035-2016A","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"},{"id":"https://openalex.org/G7299194679","display_name":null,"funder_award_id":"TURSP-2020","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320322604","display_name":"Universiti Malaya","ror":"https://ror.org/00rzspn62"},{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3193613507.pdf","grobid_xml":"https://content.openalex.org/works/W3193613507.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1979072344","https://openalex.org/W1994783519","https://openalex.org/W2380392362","https://openalex.org/W2393997384","https://openalex.org/W2582768482","https://openalex.org/W2619290075","https://openalex.org/W2733889053","https://openalex.org/W2734909543","https://openalex.org/W2740088922","https://openalex.org/W2755499238","https://openalex.org/W2769517263","https://openalex.org/W2778427043","https://openalex.org/W2780207987","https://openalex.org/W2801742018","https://openalex.org/W2805308357","https://openalex.org/W2809418093","https://openalex.org/W2809497314","https://openalex.org/W2809884221","https://openalex.org/W2891264021","https://openalex.org/W2893877652","https://openalex.org/W2917972593","https://openalex.org/W2922181651","https://openalex.org/W2944103775","https://openalex.org/W2947886333","https://openalex.org/W2963436339","https://openalex.org/W2963470640","https://openalex.org/W2977380225","https://openalex.org/W3006448983","https://openalex.org/W3039633197","https://openalex.org/W3041171118","https://openalex.org/W3048785087","https://openalex.org/W3081876186","https://openalex.org/W3107039251","https://openalex.org/W3127059019","https://openalex.org/W3132754296","https://openalex.org/W3132973698","https://openalex.org/W3136198539","https://openalex.org/W3158229209","https://openalex.org/W3160415320","https://openalex.org/W4285719527","https://openalex.org/W6745532954","https://openalex.org/W6763258900","https://openalex.org/W6782523016","https://openalex.org/W6794460186","https://openalex.org/W6794995130"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1824242903","https://openalex.org/W1493858311","https://openalex.org/W2155470929","https://openalex.org/W2111125783","https://openalex.org/W2394465510"],"abstract_inverted_index":{"Internet":[0],"of":[1,14,47,58,71,114,118,148,162,185,224,232],"Things":[2],"(IoT)":[3],"enables":[4],"smart":[5,233],"campuses":[6],"more":[7],"convenient":[8],"for":[9,77,90,207],"cloud":[10,15,45],"services.":[11],"The":[12,25,61,107,139,159,182,200,226],"availability":[13],"resources":[16,35,151,164,188],"to":[17,32,212],"its":[18,143,221],"users":[19,46],"appears":[20],"as":[21,176],"a":[22,86,98,112],"fundamental":[23],"challenge.":[24],"existing":[26,74,115],"research":[27,84],"presents":[28,85],"several":[29],"auto-scaling":[30,88],"techniques":[31],"scale":[33],"the":[34,37,44,56,69,73,105,125,131,149,166,173,213,217],"with":[36,136,238],"increase":[38],"in":[39,68,129,142],"users\u2019":[40,127,230],"demands.":[41],"However,":[42],"still,":[43],"auto-scaled":[48,75],"servers":[49,122,186,206],"experience":[50],"service":[51,59],"disruption,":[52],"delayed":[53],"responses,":[54],"and":[55,80,93,102,120,123,156,165,179,197,210,241],"occurrence":[57],"bursts.":[60],"prevailing":[62],"burst":[63,193],"management":[64],"framework":[65,89],"exhibits":[66],"limitations":[67],"context":[70],"burdening":[72],"machines":[76],"cost":[78,100,108,140,174,201],"estimation":[79,109],"resource":[81,94,208],"allocation.":[82],"This":[83],"3-axis":[87],"load":[91,116,198],"balancing":[92],"allocation":[95],"by":[96,172],"incorporating":[97],"dedicated":[99],"estimator":[101,175,202],"allocator":[103],"(on":[104],"z-axis).":[106],"server":[110,215,219],"develops":[111],"log":[113],"estimates":[117],"vertical":[119,132,155,205,218],"horizontal":[121,157,214],"scales":[124],"new":[126,137,167],"requests":[128,169,190,231],"case":[130],"threshold":[133],"is":[134,170],"breached":[135],"requests.":[138],"estimator,":[141],"data":[144],"structure,":[145],"keeps":[146],"track":[147],"current":[150],"available":[152,163],"at":[153],"both":[154],"servers.":[158],"historical":[160],"information":[161],"resources\u2019":[168],"decided":[171],"per":[177],"demand":[178],"supply":[180],"scenario.":[181],"general":[183],"characteristics":[184],"are":[187],"pooling,":[189],"queue":[191],"development,":[192],"identification,":[194],"automatic":[195],"scaling,":[196],"balancing.":[199],"also":[203],"prioritizes":[204],"allocations,":[209],"switches":[211],"when":[216],"reaches":[220],"75%":[222],"quota":[223],"resources.":[225],"study":[227],"simulates":[228],"1000":[229],"campus,":[234],"adopts":[235],"state-of-the-art":[236],"ensemble":[237],"bagging":[239],"strategy":[240],"handles":[242],"an":[243],"effective":[244],"class":[245],"imbalance":[246],"situation.":[247]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}