{"id":"https://openalex.org/W1993348634","doi":"https://doi.org/10.1007/s10462-012-9320-8","title":"Workload management: a technology perspective with respect to self-* characteristics","display_name":"Workload management: a technology perspective with respect to self-* characteristics","publication_year":2012,"publication_date":"2012-03-03","ids":{"openalex":"https://openalex.org/W1993348634","doi":"https://doi.org/10.1007/s10462-012-9320-8","mag":"1993348634"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-012-9320-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-012-9320-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-012-9320-8.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-012-9320-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086767408","display_name":"Abdul Mateen","orcid":"https://orcid.org/0000-0002-9008-0440"},"institutions":[{"id":"https://openalex.org/I40597779","display_name":"Federal Urdu University","ror":"https://ror.org/02b52th27","country_code":"PK","type":"education","lineage":["https://openalex.org/I40597779"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Abdul Mateen","raw_affiliation_strings":["Department of Computer Science, Federal Urdu University of Arts, Science and Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal Urdu University of Arts, Science and Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I40597779"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081280784","display_name":"Basit Raza","orcid":"https://orcid.org/0000-0001-6711-2363"},"institutions":[{"id":"https://openalex.org/I121243025","display_name":"International Islamic University, Islamabad","ror":"https://ror.org/047w75g40","country_code":"PK","type":"education","lineage":["https://openalex.org/I121243025"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Basit Raza","raw_affiliation_strings":["Department of Computer Science and Software Engineering, International Islamic University, Islamabad, Pakistan","Department of Computer Science & Software Engineering; International Islamic University Islamabad; Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, International Islamic University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I121243025"]},{"raw_affiliation_string":"Department of Computer Science & Software Engineering; International Islamic University Islamabad; Pakistan","institution_ids":["https://openalex.org/I121243025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111891304","display_name":"Muhammad Sher","orcid":null},"institutions":[{"id":"https://openalex.org/I121243025","display_name":"International Islamic University, Islamabad","ror":"https://ror.org/047w75g40","country_code":"PK","type":"education","lineage":["https://openalex.org/I121243025"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Sher","raw_affiliation_strings":["Department of Computer Science and Software Engineering, International Islamic University, Islamabad, Pakistan","Department of Computer Science & Software Engineering; International Islamic University Islamabad; Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, International Islamic University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I121243025"]},{"raw_affiliation_string":"Department of Computer Science & Software Engineering; International Islamic University Islamabad; Pakistan","institution_ids":["https://openalex.org/I121243025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101946544","display_name":"M.M. Awais","orcid":"https://orcid.org/0000-0002-5350-0637"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"M. M. Awais","raw_affiliation_strings":["School of Science and Engineering, Lahore University of Management Science, Lahore, Pakistan","School of Science and Engineering, Lahore University of Management Science, Lahore, Pakistan#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, Lahore University of Management Science, Lahore, Pakistan","institution_ids":["https://openalex.org/I207789805"]},{"raw_affiliation_string":"School of Science and Engineering, Lahore University of Management Science, Lahore, Pakistan#TAB#","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038126447","display_name":"Norwatti Mustapha","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norwatti Mustapha","raw_affiliation_strings":["Faculty of Computer Science and IT, University Putra Malaysia, Serdang, Malaysia","[Faculty of Computer Science & IT, University Putra Malaysia, Serdang, Malaysia]"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and IT, University Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"[Faculty of Computer Science & IT, University Putra Malaysia, Serdang, Malaysia]","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086767408"],"corresponding_institution_ids":["https://openalex.org/I40597779"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":0.0,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.14597989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"41","issue":"4","first_page":"463","last_page":"489"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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":0.9991000294685364,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9961000084877014,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9958000183105469,"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/workload","display_name":"Workload","score":0.9561665654182434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8117133378982544},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4518543779850006},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.38930416107177734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14678755402565002},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1358773410320282}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.9561665654182434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8117133378982544},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4518543779850006},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.38930416107177734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14678755402565002},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1358773410320282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-012-9320-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-012-9320-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-012-9320-8.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10462-012-9320-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-012-9320-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-012-9320-8.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1993348634.pdf","grobid_xml":"https://content.openalex.org/works/W1993348634.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W102675253","https://openalex.org/W1479758699","https://openalex.org/W1509175288","https://openalex.org/W1543980078","https://openalex.org/W1553825122","https://openalex.org/W1576035775","https://openalex.org/W1890845846","https://openalex.org/W1972703636","https://openalex.org/W1975270911","https://openalex.org/W1979291361","https://openalex.org/W1987362912","https://openalex.org/W1991571419","https://openalex.org/W1996125227","https://openalex.org/W1999392360","https://openalex.org/W2002131042","https://openalex.org/W2058521308","https://openalex.org/W2082871877","https://openalex.org/W2096674153","https://openalex.org/W2096883892","https://openalex.org/W2101743436","https://openalex.org/W2102303750","https://openalex.org/W2108490710","https://openalex.org/W2108782615","https://openalex.org/W2115987961","https://openalex.org/W2120451551","https://openalex.org/W2121324617","https://openalex.org/W2124954621","https://openalex.org/W2125198999","https://openalex.org/W2126643610","https://openalex.org/W2127082645","https://openalex.org/W2132145609","https://openalex.org/W2133232294","https://openalex.org/W2147419309","https://openalex.org/W2149666876","https://openalex.org/W2153231596","https://openalex.org/W2162060957","https://openalex.org/W2162388481","https://openalex.org/W2200377079","https://openalex.org/W3021961968","https://openalex.org/W4236825191","https://openalex.org/W4252045756"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"Rapid":[0],"growth":[1],"in":[2,10,38,64,137,183,208],"data,":[3],"maximum":[4],"functionality":[5],"requirements":[6,73],"and":[7,36,71,91,120,130,141,170,197,220],"changing":[8],"behavior":[9],"the":[11,15,59,77,82,85,88,92,111,114,126,135,168,173,189,202,205,209,217],"database":[12,174,190,210],"workload":[13,16,60,65,127,136,153,184,191,211,218],"tends":[14],"management":[17,42,154,212],"to":[18,32,50,67,98,109,150,193,216],"be":[19],"more":[20],"complex.":[21],"Organizations":[22],"have":[23,187],"complex":[24],"type":[25,219],"of":[26,81,87,167,172],"workloads":[27],"that":[28,55,158,176],"are":[29,122],"very":[30],"difficult":[31],"manage":[33,58],"by":[34],"humans":[35],"even":[37],"some":[39],"cases":[40],"this":[41,145],"becomes":[43],"impossible.":[44],"Human":[45],"experts":[46],"take":[47],"long":[48],"time":[49],"get":[51],"sufficient":[52],"experience":[53],"so":[54],"they":[56],"can":[57],"efficiently.":[61],"The":[62,104,162],"versatility":[63],"due":[66],"huge":[68],"data":[69],"size":[70],"user":[72],"leads":[74,133],"us":[75],"towards":[76],"new":[78],"challenges.":[79],"One":[80],"challenges":[83],"is":[84,107,149,159],"identification":[86],"problematic":[89],"queries":[90],"decision":[93],"about":[94],"these,":[95],"i.e.":[96],"whether":[97],"continue":[99],"their":[100,199],"execution":[101],"or":[102,156,180],"stop.":[103],"other":[105],"challenge":[106],"how":[108],"characterize":[110],"workload,":[112],"as":[113,117],"tasks":[115],"such":[116],"configuration,":[118],"prediction":[119],"adoption":[121],"fully":[123,160],"dependent":[124],"on":[125],"characterization.":[128],"Correct":[129],"timely":[131],"characterization":[132],"managing":[134],"an":[138],"efficient":[139],"manner":[140],"vice":[142],"versa.":[143],"In":[144],"scenario,":[146],"our":[147],"objective":[148],"produce":[151],"a":[152,165],"strategy":[155],"framework":[157],"adoptive.":[161],"paper":[163,203],"provides":[164],"summary":[166],"structure":[169],"achievements":[171],"tools":[175,192,213],"exhibit":[177],"Autonomic":[178,221],"Computing":[179],"self-*":[181,195],"characteristics":[182,196],"management.":[185],"We":[186],"categorized":[188],"these":[194],"identified":[198],"limitations.":[200],"Finally":[201],"presents":[204],"research":[206],"done":[207],"with":[214],"respect":[215],"Computing.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}