{"id":"https://openalex.org/W2058814608","doi":"https://doi.org/10.1109/hipc.2011.6152721","title":"Maximizing throughput of jobs with multiple resource requirements","display_name":"Maximizing throughput of jobs with multiple resource requirements","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2058814608","doi":"https://doi.org/10.1109/hipc.2011.6152721","mag":"2058814608"},"language":"en","primary_location":{"id":"doi:10.1109/hipc.2011.6152721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc.2011.6152721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th International Conference on High Performance Computing","raw_type":"proceedings-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/A5008813690","display_name":"Venkatesan T. Chakaravarthy","orcid":"https://orcid.org/0000-0002-9422-7243"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Venkatesan T. Chakaravarthy","raw_affiliation_strings":["IBM Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110192164","display_name":"Sambuddha Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sambuddha Roy","raw_affiliation_strings":["IBM Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033885850","display_name":"Yogish Sabharwal","orcid":"https://orcid.org/0009-0002-5053-2059"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogish Sabharwal","raw_affiliation_strings":["IBM Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060274099","display_name":"Neha Sengupta","orcid":"https://orcid.org/0000-0002-0162-374X"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neha Sengupta","raw_affiliation_strings":["IBM Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008813690"],"corresponding_institution_ids":["https://openalex.org/I4210103279"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18670227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9991999864578247,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.7348338961601257},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.670371413230896},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.586010217666626},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.4926639199256897},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.48892131447792053},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.482328861951828},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4573158919811249},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4368411600589752},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.41844114661216736},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41821837425231934},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28995999693870544},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19405382871627808},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11168870329856873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7348338961601257},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.670371413230896},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.586010217666626},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.4926639199256897},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.48892131447792053},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.482328861951828},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4573158919811249},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4368411600589752},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.41844114661216736},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41821837425231934},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28995999693870544},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19405382871627808},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11168870329856873},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipc.2011.6152721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc.2011.6152721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th International Conference on High Performance Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5199999809265137,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W148325038","https://openalex.org/W1539003732","https://openalex.org/W1539436949","https://openalex.org/W1608651920","https://openalex.org/W1970592111","https://openalex.org/W1988888548","https://openalex.org/W1994035478","https://openalex.org/W2003902046","https://openalex.org/W2016559894","https://openalex.org/W2022191808","https://openalex.org/W2024427769","https://openalex.org/W2042276676","https://openalex.org/W2055037276","https://openalex.org/W2059691633","https://openalex.org/W2062011830","https://openalex.org/W2068975988","https://openalex.org/W2069417991","https://openalex.org/W2074727733","https://openalex.org/W2079577430","https://openalex.org/W2084166252","https://openalex.org/W2102092440","https://openalex.org/W2104685111","https://openalex.org/W2104730739","https://openalex.org/W2108031738","https://openalex.org/W2116493429","https://openalex.org/W2127245553","https://openalex.org/W2140973798","https://openalex.org/W2170344325","https://openalex.org/W2170396259","https://openalex.org/W2176777808","https://openalex.org/W3011766368","https://openalex.org/W3145128584","https://openalex.org/W3183881215","https://openalex.org/W4236127247","https://openalex.org/W4237140089","https://openalex.org/W4285719527","https://openalex.org/W6636563544"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1690653314","https://openalex.org/W2401723157","https://openalex.org/W2970302286","https://openalex.org/W2810352541","https://openalex.org/W2142195909"],"abstract_inverted_index":{"We":[0,92,121],"consider":[1],"the":[2,20,29,33,63,67,71,76,79,86,89,117],"problem":[3],"of":[4,53,66,78,88,112,119,126],"scheduling":[5],"jobs":[6,54,68,90],"that":[7,56,129],"require":[8],"multiple":[9],"resources":[10],"such":[11,55],"as":[12],"memory,":[13],"bandwidth":[14],"and":[15,27,60,100],"processors.":[16],"For":[17],"each":[18,37],"job,":[19],"input":[21,30],"specifies":[22,32],"start":[23],"time,":[24],"finish":[25],"time":[26],"profit;":[28],"also":[31],"job's":[34],"requirement":[35,65],"for":[36,57,103],"resource.":[38,80],"Each":[39],"resource":[40],"has":[41,108],"a":[42,51],"fixed":[43],"capacity":[44,77],"(called":[45],"bandwidth).":[46],"A":[47],"feasible":[48],"solution":[49],"is":[50,83,116],"subset":[52],"any":[58,61],"timeslot":[59,72],"resource,":[62],"total":[64],"active":[69],"at":[70],"does":[73],"not":[74],"exceed":[75],"The":[81,106],"goal":[82],"to":[84],"maximize":[85],"profit":[87],"selected.":[91],"present":[93,122],"an":[94,109,123],"approximation":[95,110],"algorithm":[96,107],"with":[97],"provable":[98],"guarantees":[99],"effective":[101],"heuristics":[102],"this":[104],"problem.":[105],"ratio":[111],"O(r),":[113],"where":[114],"r":[115],"number":[118],"resources.":[120],"experimental":[124],"evaluation":[125],"our":[127],"algorithms":[128],"exhibit":[130],"their":[131],"effectiveness.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}