{"id":"https://openalex.org/W2607087353","doi":"https://doi.org/10.1109/tpds.2017.2693149","title":"Performance Characterization on Handling Large-Scale Partitionable Workloads on Heterogeneous Networked Compute Platforms","display_name":"Performance Characterization on Handling Large-Scale Partitionable Workloads on Heterogeneous Networked Compute Platforms","publication_year":2017,"publication_date":"2017-04-12","ids":{"openalex":"https://openalex.org/W2607087353","doi":"https://doi.org/10.1109/tpds.2017.2693149","mag":"2607087353"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2017.2693149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2693149","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","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/A5100719218","display_name":"Xiaoli Wang","orcid":"https://orcid.org/0000-0002-8644-0191"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoli Wang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, China","School of Computer Science & Technology Xidian University Xi'an China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science & Technology Xidian University Xi'an China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070594442","display_name":"Bharadwaj Veeravalli","orcid":"https://orcid.org/0000-0001-9000-1813"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bharadwaj Veeravalli","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore","Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore#TAB#","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100719218"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":3.869,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94245117,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"10","first_page":"2925","last_page":"2938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9991000294685364,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8653116822242737},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6671133041381836},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5140625238418579},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5130540132522583},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.4585992097854614},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32570672035217285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8653116822242737},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6671133041381836},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5140625238418579},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5130540132522583},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.4585992097854614},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32570672035217285},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2017.2693149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2693149","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1092814213","display_name":null,"funder_award_id":"61402350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1642673906","display_name":null,"funder_award_id":"61472297","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3043917264","display_name":null,"funder_award_id":"61572391","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320698","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320323230","display_name":"Xidian University","ror":"https://ror.org/05s92vm98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1965470141","https://openalex.org/W2013064905","https://openalex.org/W2017056111","https://openalex.org/W2030128618","https://openalex.org/W2030147207","https://openalex.org/W2047616811","https://openalex.org/W2053446695","https://openalex.org/W2084318159","https://openalex.org/W2088193895","https://openalex.org/W2098598318","https://openalex.org/W2117468113","https://openalex.org/W2118292829","https://openalex.org/W2128757505","https://openalex.org/W2134303288","https://openalex.org/W2137079184","https://openalex.org/W2140355037","https://openalex.org/W2141491381","https://openalex.org/W2146402319","https://openalex.org/W2162927809","https://openalex.org/W2166669414","https://openalex.org/W2167976395"],"related_works":["https://openalex.org/W2509294597","https://openalex.org/W2554938001","https://openalex.org/W1980880150","https://openalex.org/W4390784318","https://openalex.org/W1809394610","https://openalex.org/W97631533","https://openalex.org/W2160761295","https://openalex.org/W3004288367","https://openalex.org/W2151787786","https://openalex.org/W46230514"],"abstract_inverted_index":{"Multi-installment":[0],"scheduling":[1,81],"(MIS)":[2],"has":[3,23],"shown":[4],"great":[5],"effectiveness":[6,170],"in":[7],"minimizing":[8],"the":[9,42,58,65,96,169,172,180,190],"processing":[10,51,187],"time":[11,52],"for":[12,84,106,130,147,197],"large-scale":[13],"partitionable":[14],"workloads.":[15],"To":[16],"derive":[17,102],"an":[18,107,132,157],"optimal":[19,27,66,108,133,158],"MIS":[20],"strategy,":[21],"one":[22],"to":[24,36,63,71,155,167],"explicitly":[25],"determine":[26,64,156],"numbers":[28],"of":[29,44,46,60,110,135,171,182,192],"installments":[30,47,111],"and":[31,56,86,118,144,175],"processors.":[32],"Existing":[33],"studies":[34],"tend":[35],"solve":[37],"this":[38,75],"problem":[39],"by":[40,137],"treating":[41],"influence":[43,181],"number":[45,109,134],"(and":[48],"processors)":[49],"w.r.t":[50],"as":[53],"time-continuous":[54],"functions":[55,62],"taking":[57],"derivative":[59],"these":[61,92],"values,":[67],"which":[68,193],"may":[69],"lead":[70],"invalid":[72],"solutions.":[73],"In":[74],"paper,":[76],"we":[77,94,101,125,150,163],"employ":[78],"periodic":[79],"multi-installment":[80],"(P-MIS)":[82],"models":[83,93],"homogeneous":[85],"heterogeneous":[87,148],"single-level":[88],"tree":[89],"networks.":[90],"Using":[91],"make":[95],"following":[97],"significant":[98],"contributions.":[99],"First,":[100],"a":[103,114,119,127,152,194,199],"closed-form":[104],"solution":[105],"based":[112],"on":[113,179,186,189],"given":[115],"network":[116],"size":[117],"fixed":[120],"load":[121,159,183,201],"distribution":[122,160,184,202],"sequence.":[123,161],"Second,":[124],"propose":[126,151],"heuristic":[128],"algorithm":[129,154],"determining":[131,198],"processors":[136],"first":[138],"proving":[139],"several":[140],"important":[141],"intermediate":[142],"lemmas":[143],"theorems.":[145],"Third,":[146],"systems,":[149],"genetic":[153],"Finally,":[162],"conduct":[164],"various":[165],"experiments":[166],"illustrate":[168],"proposed":[173],"algorithms":[174],"perform":[176],"rigorous":[177],"analysis":[178],"sequence":[185,203],"time,":[188],"basis":[191],"practical":[195],"advice":[196],"near-optimal":[200],"is":[204],"given.":[205]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}