{"id":"https://openalex.org/W2537032676","doi":"https://doi.org/10.4204/eptcs.227.7","title":"Evaluating load balancing policies for performance and energy-efficiency","display_name":"Evaluating load balancing policies for performance and energy-efficiency","publication_year":2016,"publication_date":"2016-10-25","ids":{"openalex":"https://openalex.org/W2537032676","doi":"https://doi.org/10.4204/eptcs.227.7","mag":"2537032676"},"language":"en","primary_location":{"id":"doi:10.4204/eptcs.227.7","is_oa":true,"landing_page_url":"https://doi.org/10.4204/eptcs.227.7","pdf_url":"https://arxiv.org/pdf/1610.08172","source":{"id":"https://openalex.org/S4210216316","display_name":"Electronic Proceedings in Theoretical Computer Science","issn_l":"2075-2180","issn":["2075-2180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318029","host_organization_name":"Open Publishing Association","host_organization_lineage":["https://openalex.org/P4310318029"],"host_organization_lineage_names":["Open Publishing Association"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Proceedings in Theoretical Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://arxiv.org/pdf/1610.08172","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084929271","display_name":"Freek van den Berg","orcid":null},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Freek van den Berg","raw_affiliation_strings":["University of Twente"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013075111","display_name":"Bj\u00f6rn F. Postema","orcid":"https://orcid.org/0000-0002-1979-4635"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn F. Postema","raw_affiliation_strings":["University of Twente"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036034957","display_name":"Boudewijn R. Haverkort","orcid":"https://orcid.org/0000-0002-0654-0740"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Boudewijn R. Haverkort","raw_affiliation_strings":["University of Twente"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084929271"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":null,"apc_paid":null,"fwci":2.0702,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90421091,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"227","issue":null,"first_page":"98","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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":0.9997000098228455,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/server","display_name":"Server","score":0.8887690305709839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8209800720214844},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.6870871186256409},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6283423900604248},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6159283518791199},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5179849863052368},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5133808851242065},{"id":"https://openalex.org/keywords/network-load-balancing-services","display_name":"Network Load Balancing Services","score":0.4985504150390625},{"id":"https://openalex.org/keywords/server-farm","display_name":"Server farm","score":0.48242124915122986},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.45740512013435364},{"id":"https://openalex.org/keywords/round-robin-dns","display_name":"Round-robin DNS","score":0.4218311607837677},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36933043599128723},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3660057783126831},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.1872081160545349},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.16911664605140686},{"id":"https://openalex.org/keywords/client\u2013server-model","display_name":"Client\u2013server model","score":0.14532512426376343},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0866236686706543}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8887690305709839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8209800720214844},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.6870871186256409},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6283423900604248},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6159283518791199},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5179849863052368},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5133808851242065},{"id":"https://openalex.org/C161597957","wikidata":"https://www.wikidata.org/wiki/Q16251507","display_name":"Network Load Balancing Services","level":3,"score":0.4985504150390625},{"id":"https://openalex.org/C105908466","wikidata":"https://www.wikidata.org/wiki/Q261645","display_name":"Server farm","level":4,"score":0.48242124915122986},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.45740512013435364},{"id":"https://openalex.org/C102359118","wikidata":"https://www.wikidata.org/wiki/Q178163","display_name":"Round-robin DNS","level":4,"score":0.4218311607837677},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36933043599128723},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3660057783126831},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.1872081160545349},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.16911664605140686},{"id":"https://openalex.org/C152880691","wikidata":"https://www.wikidata.org/wiki/Q146813","display_name":"Client\u2013server model","level":3,"score":0.14532512426376343},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0866236686706543},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C35026560","wikidata":"https://www.wikidata.org/wiki/Q8767","display_name":"Domain Name System","level":3,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.4204/eptcs.227.7","is_oa":true,"landing_page_url":"https://doi.org/10.4204/eptcs.227.7","pdf_url":"https://arxiv.org/pdf/1610.08172","source":{"id":"https://openalex.org/S4210216316","display_name":"Electronic Proceedings in Theoretical Computer Science","issn_l":"2075-2180","issn":["2075-2180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318029","host_organization_name":"Open Publishing Association","host_organization_lineage":["https://openalex.org/P4310318029"],"host_organization_lineage_names":["Open Publishing Association"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Proceedings in Theoretical Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1610.08172","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1610.08172","pdf_url":"https://arxiv.org/pdf/1610.08172","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/fc1f1de0-93f8-4dc5-9736-7ea5a00a35be","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/fc1f1de0-93f8-4dc5-9736-7ea5a00a35be","pdf_url":"https://ris.utwente.nl/ws/files/5345499/5evalloadbalancing.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"van den Berg, F, Postema, B F & Haverkort, B R H M 2016, Evaluating Load Balancing Policies for Performance and Energy-Efficiency. in Proceedings of the 14th International Workshop on Quantitative Aspects of Programming Languages and Systems, QAPL 2016. Electronic Proceedings in Theoretical Computer Science, vol. 227, Open Publishing Association, pp. 98-117, 14th International Workshop on Quantitative Aspects of Programming Languages and Systems, QAPL 2016, Eindhoven, Netherlands, 2/04/16. https://doi.org/10.4204/EPTCS.227.7","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:doaj.org/article:e2a28e6c8f744cbca1fa50eed648a3a5","is_oa":true,"landing_page_url":"https://doaj.org/article/e2a28e6c8f744cbca1fa50eed648a3a5","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":"Electronic Proceedings in Theoretical Computer Science, Vol 227, Iss Proc. QAPL 2016, Pp 98-117 (2016)","raw_type":"article"},{"id":"pmh:oai:ris.utwente.nl:publications/fc1f1de0-93f8-4dc5-9736-7ea5a00a35be","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.4204/eptcs.227.7","is_oa":true,"landing_page_url":"https://doi.org/10.4204/eptcs.227.7","pdf_url":"https://arxiv.org/pdf/1610.08172","source":{"id":"https://openalex.org/S4210216316","display_name":"Electronic Proceedings in Theoretical Computer Science","issn_l":"2075-2180","issn":["2075-2180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318029","host_organization_name":"Open Publishing Association","host_organization_lineage":["https://openalex.org/P4310318029"],"host_organization_lineage_names":["Open Publishing Association"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Proceedings in Theoretical Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2537032676.pdf","grobid_xml":"https://content.openalex.org/works/W2537032676.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1510445203","https://openalex.org/W1534209802","https://openalex.org/W1577511594","https://openalex.org/W1663403718","https://openalex.org/W1702824231","https://openalex.org/W1859458367","https://openalex.org/W2000947342","https://openalex.org/W2007887591","https://openalex.org/W2027579087","https://openalex.org/W2045287414","https://openalex.org/W2103416572","https://openalex.org/W2121574851","https://openalex.org/W2122888610","https://openalex.org/W2133335583","https://openalex.org/W2134807578","https://openalex.org/W2136244995","https://openalex.org/W2149212714","https://openalex.org/W2322346682","https://openalex.org/W2519116065","https://openalex.org/W4285719527","https://openalex.org/W6630423996","https://openalex.org/W6661420091"],"related_works":["https://openalex.org/W2572577820","https://openalex.org/W2187193331","https://openalex.org/W2009867070","https://openalex.org/W4377970692","https://openalex.org/W2420971918","https://openalex.org/W2746247680","https://openalex.org/W2096571785","https://openalex.org/W4383552203","https://openalex.org/W2971404517","https://openalex.org/W2344311498"],"abstract_inverted_index":{"Nowadays,":[0],"more":[1,3],"and":[2,16,19,85,122,144,150],"increasingly":[4],"hard":[5],"computations":[6,24],"are":[7,41,159],"performed":[8],"in":[9,116,155],"challenging":[10],"fields":[11],"like":[12],"weather":[13],"forecasting,":[14],"oil":[15],"gas":[17],"exploration,":[18],"cryptanalysis.":[20],"Many":[21],"of":[22,36,67,113,120,128,164],"such":[23],"can":[25],"be":[26],"implemented":[27],"using":[28],"a":[29,33,44,81,93,101,142,152],"computer":[30],"cluster":[31],"with":[32],"large":[34],"number":[35,112],"servers.":[37,129],"Incoming":[38],"computation":[39],"requests":[40],"then,":[42],"via":[43],"so-called":[45],"load":[46,76,137],"balancing":[47,77],"policy,":[48],"distributed":[49],"over":[50],"the":[51,111,165],"servers":[52,63],"to":[53,60,71,98],"ensure":[54],"optimal":[55],"performance.":[56],"Additionally,":[57],"being":[58],"able":[59],"switch-off":[61],"some":[62],"during":[64],"low":[65],"period":[66],"workload,":[68],"gives":[69],"potential":[70],"reduced":[72],"energy":[73,86],"consumption.":[74,87],"Therefore,":[75],"forms,":[78],"albeit":[79],"indirectly,":[80],"trade-off":[82],"between":[83,125],"performance":[84],"In":[88],"this":[89],"paper,":[90],"we":[91,134],"introduce":[92],"syntax":[94],"for":[95,103,146],"load-balancing":[96],"policies":[97],"dynamically":[99],"select":[100],"server":[102],"each":[104],"request":[105],"based":[106],"on":[107],"relevant":[108],"criteria,":[109],"including":[110],"jobs":[114],"queued":[115],"servers,":[117,121],"power":[118,126],"states":[119,127],"transition":[123],"delays":[124],"To":[130],"evaluate":[131],"many":[132],"policies,":[133],"implement":[135],"two":[136],"balancers":[138],"in:":[139],"(i)":[140],"iDSL,":[141],"language":[143],"tool-chain":[145],"evaluating":[147],"service-oriented":[148],"systems,":[149],"(ii)":[151],"simulation":[153],"framework":[154],"AnyLogic.":[156],"Both":[157],"implementations":[158],"successfully":[160],"validated":[161],"by":[162],"comparison":[163],"results.":[166]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2016-10-28T00:00:00"}
