{"id":"https://openalex.org/W2030650473","doi":"https://doi.org/10.1147/jrd.2014.2304864","title":"Workload orchestration and optimization for software defined environments","display_name":"Workload orchestration and optimization for software defined environments","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W2030650473","doi":"https://doi.org/10.1147/jrd.2014.2304864","mag":"2030650473"},"language":"en","primary_location":{"id":"doi:10.1147/jrd.2014.2304864","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2014.2304864","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","raw_type":"journal-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/A5029556478","display_name":"William C. Arnold","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W. C. Arnold","raw_affiliation_strings":["IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112353536","display_name":"Diana Arroyo","orcid":"https://orcid.org/0000-0002-2330-8986"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. J. Arroyo","raw_affiliation_strings":["IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040235712","display_name":"W. Segmuller","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W. Segmuller","raw_affiliation_strings":["IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109174569","display_name":"M. Spreitzer","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Spreitzer","raw_affiliation_strings":["IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110049546","display_name":"Ma\u0142gorzata Steinder","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Steinder","raw_affiliation_strings":["IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056044784","display_name":"Asser Tantawi","orcid":"https://orcid.org/0000-0001-6598-8863"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. N. Tantawi","raw_affiliation_strings":["IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Division Thomas J. Watson Research Center, Yorktown Heights, NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1341412227"],"apc_list":null,"apc_paid":null,"fwci":12.937,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.98367698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"58","issue":"2/3","first_page":"11:1","last_page":"11:12"},"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":0.9983999729156494,"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/orchestration","display_name":"Orchestration","score":0.8607586026191711},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8340495824813843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7824649810791016},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6068941354751587},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5913363099098206},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5801427364349365},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5627568960189819},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5116241574287415},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4192863702774048},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34227821230888367}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.8607586026191711},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8340495824813843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7824649810791016},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6068941354751587},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5913363099098206},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5801427364349365},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5627568960189819},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5116241574287415},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4192863702774048},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34227821230888367},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1147/jrd.2014.2304864","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2014.2304864","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W70714548","https://openalex.org/W155952036","https://openalex.org/W1970979311","https://openalex.org/W2000979051","https://openalex.org/W2017953449","https://openalex.org/W2022106311","https://openalex.org/W2023867815","https://openalex.org/W2034478217","https://openalex.org/W2059928530","https://openalex.org/W2077661716","https://openalex.org/W2089281324","https://openalex.org/W2091765165","https://openalex.org/W2103166392","https://openalex.org/W2123541516","https://openalex.org/W2131392341","https://openalex.org/W2131400480","https://openalex.org/W2131646073","https://openalex.org/W2136393977","https://openalex.org/W2142994777","https://openalex.org/W2143062006","https://openalex.org/W2145392441","https://openalex.org/W2146056777","https://openalex.org/W2153463624","https://openalex.org/W2154206403","https://openalex.org/W2161523741","https://openalex.org/W2161865329","https://openalex.org/W2163896524","https://openalex.org/W2167109792","https://openalex.org/W2169509722","https://openalex.org/W2618582784","https://openalex.org/W3151251769","https://openalex.org/W4253877445","https://openalex.org/W4254811939","https://openalex.org/W6738397378","https://openalex.org/W6835901289"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W1603725294","https://openalex.org/W2547038763","https://openalex.org/W2548719852","https://openalex.org/W572531444","https://openalex.org/W2921575628","https://openalex.org/W2174174426"],"abstract_inverted_index":{"The":[0],"software":[1],"defined":[2],"environment":[3],"(SDE)":[4],"provides":[5],"a":[6,11,48,81,131,183,189],"powerful":[7],"programmable":[8],"interface":[9],"to":[10,26,29,103,121,125,191],"cloud":[12],"infrastructure":[13,59,146],"through":[14,60],"an":[15,34,61],"abstraction":[16],"of":[17,39,83,90,113,161],"compute,":[18],"network,":[19],"and":[20,53,65,73,93,109,117,128,150,165,175,195],"storage":[21],"resources.":[22],"A":[23],"workload":[24,44,50,63,115,152,163,172],"refers":[25],"the":[27,40,43,58,71,84,87,91,111,114,134,145,151,158,162,171,193],"application":[28,92],"be":[30],"deployed":[31,56],"in":[32,57,133],"such":[33,105,130],"infrastructure.":[35,135],"To":[36],"take":[37],"advantage":[38],"SDE":[41],"interface,":[42],"is":[45,54,120,141,147],"described":[46],"using":[47],"declarative":[49],"definition":[51,82],"language":[52],"then":[55],"automated":[62],"orchestration":[64,116,164,194],"optimization":[66,118,166,178,196],"layer.":[67,79],"This":[68,136],"paper":[69],"describes":[70],"architecture":[72,160],"algorithms":[74],"that":[75,144],"make":[76],"up":[77],"this":[78],"Given":[80],"workload,":[85],"including":[86],"virtual":[88,123],"components":[89],"their":[94],"resource":[95],"needs,":[96],"as":[97,99,106,139,188],"well":[98],"other":[100],"meta-information":[101],"relating":[102],"factors":[104],"performance,":[107],"availability,":[108],"privacy,":[110],"function":[112],"layer":[119],"map":[122],"resources":[124,127],"physical":[126],"realize":[129],"mapping":[132],"mapping,":[137],"known":[138],"placement,":[140],"optimized":[142],"so":[143],"efficiently":[148],"utilized,":[149],"requirements":[153],"are":[154],"satisfied.":[155],"We":[156,168],"present":[157],"overall":[159],"runtime.":[167],"focus":[169],"on":[170],"placement":[173],"problem":[174],"describe":[176],"our":[177],"framework.":[179],"Then,":[180],"we":[181],"consider":[182],"real":[184],"application,":[185],"IBM":[186],"Connections,":[187],"use-case":[190],"demonstrate":[192],"functionalities.":[197]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}