{"id":"https://openalex.org/W2580794816","doi":"https://doi.org/10.1007/978-3-319-47474-8_18","title":"Online Workload Forecasting","display_name":"Online Workload Forecasting","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2580794816","doi":"https://doi.org/10.1007/978-3-319-47474-8_18","mag":"2580794816"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47474-8_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47474-8_18","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Self-Aware Computing Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5051881330","display_name":"Nikolas Herbst","orcid":"https://orcid.org/0000-0003-3462-6426"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nikolas Herbst","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045330318","display_name":"Ayman A. Amin","orcid":"https://orcid.org/0000-0003-1560-7609"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ayman Amin","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054003032","display_name":"Artur Andrzejak","orcid":"https://orcid.org/0000-0003-0150-8220"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Artur Andrzejak","raw_affiliation_strings":["Heidelberg University, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011312561","display_name":"Lars Grunske","orcid":"https://orcid.org/0000-0002-8747-3745"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Grunske","raw_affiliation_strings":["Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013790674","display_name":"Samuel Kounev","orcid":"https://orcid.org/0000-0001-9742-2063"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Kounev","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009341608","display_name":"Ole J. Mengshoel","orcid":"https://orcid.org/0000-0003-2666-5310"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ole J. Mengshoel","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, CA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050305306","display_name":"Priya Sundararajan","orcid":"https://orcid.org/0009-0006-9930-8436"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priya Sundararajan","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, CA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6691,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91296296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"529","last_page":"553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9950000047683716,"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":0.9138829708099365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7876255512237549},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5698727369308472},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4850853979587555},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.46546104550361633},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4422457218170166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43899351358413696},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4262404441833496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3965269923210144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36357343196868896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3551810383796692},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33690541982650757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10269862413406372},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06487071514129639}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.9138829708099365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7876255512237549},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5698727369308472},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4850853979587555},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.46546104550361633},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4422457218170166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43899351358413696},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4262404441833496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3965269923210144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36357343196868896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3551810383796692},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33690541982650757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10269862413406372},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06487071514129639},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-47474-8_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47474-8_18","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Self-Aware Computing Systems","raw_type":"book-chapter"},{"id":"pmh:oai:researchbank.swinburne.edu.au:ae1d38e2-f084-4290-94bf-4a20cc866256/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/446418","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Self-Aware Computing Systems / Samuel Kounev, Jeffrey O. Kephart, Aleksandar Milenkoski and Xiaoyun Zhu (eds.), Chapter 18, pp. 529-553","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W111085455","https://openalex.org/W114565888","https://openalex.org/W575893171","https://openalex.org/W1480376833","https://openalex.org/W1492313229","https://openalex.org/W1514611985","https://openalex.org/W1535689967","https://openalex.org/W1570448133","https://openalex.org/W1571851576","https://openalex.org/W1600957085","https://openalex.org/W1606326889","https://openalex.org/W1969793315","https://openalex.org/W1970074386","https://openalex.org/W1972069037","https://openalex.org/W1979575715","https://openalex.org/W1981312402","https://openalex.org/W1983910579","https://openalex.org/W1989989024","https://openalex.org/W1999996900","https://openalex.org/W2001231020","https://openalex.org/W2024760831","https://openalex.org/W2041253116","https://openalex.org/W2046183884","https://openalex.org/W2048012077","https://openalex.org/W2049633694","https://openalex.org/W2062154437","https://openalex.org/W2062294426","https://openalex.org/W2062712631","https://openalex.org/W2072208595","https://openalex.org/W2075168211","https://openalex.org/W2081503608","https://openalex.org/W2083209848","https://openalex.org/W2106098710","https://openalex.org/W2107240614","https://openalex.org/W2107779924","https://openalex.org/W2108827210","https://openalex.org/W2109316012","https://openalex.org/W2110953678","https://openalex.org/W2111965688","https://openalex.org/W2112758901","https://openalex.org/W2112841646","https://openalex.org/W2114209105","https://openalex.org/W2116510835","https://openalex.org/W2123173284","https://openalex.org/W2127492100","https://openalex.org/W2130084754","https://openalex.org/W2130562351","https://openalex.org/W2135106139","https://openalex.org/W2137891558","https://openalex.org/W2139399748","https://openalex.org/W2143039774","https://openalex.org/W2144802575","https://openalex.org/W2145775155","https://openalex.org/W2147550313","https://openalex.org/W2149706766","https://openalex.org/W2150273644","https://openalex.org/W2153819496","https://openalex.org/W2155398148","https://openalex.org/W2155725665","https://openalex.org/W2158924125","https://openalex.org/W2159080219","https://openalex.org/W2164668046","https://openalex.org/W2166313398","https://openalex.org/W2166486541","https://openalex.org/W2169833558","https://openalex.org/W2171124558","https://openalex.org/W2221879666","https://openalex.org/W2257437519","https://openalex.org/W2266429068","https://openalex.org/W2313953460","https://openalex.org/W2316564661","https://openalex.org/W2502416614","https://openalex.org/W4230410911","https://openalex.org/W4241148930","https://openalex.org/W4253305097","https://openalex.org/W4388215482","https://openalex.org/W6682389550","https://openalex.org/W6817491142"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660","https://openalex.org/W1995239016","https://openalex.org/W96694040"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
