{"id":"https://openalex.org/W2344837812","doi":"https://doi.org/10.1109/tcad.2015.2501286","title":"Thermal-Aware Task Scheduling for Energy Minimization in Heterogeneous Real-Time MPSoC Systems","display_name":"Thermal-Aware Task Scheduling for Energy Minimization in Heterogeneous Real-Time MPSoC Systems","publication_year":2015,"publication_date":"2015-11-17","ids":{"openalex":"https://openalex.org/W2344837812","doi":"https://doi.org/10.1109/tcad.2015.2501286","mag":"2344837812"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2015.2501286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2015.2501286","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Computer-Aided Design of Integrated Circuits and 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/A5102905745","display_name":"Junlong Zhou","orcid":"https://orcid.org/0000-0002-7734-4077"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlong Zhou","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042163232","display_name":"Tongquan Wei","orcid":"https://orcid.org/0000-0002-7421-1711"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongquan Wei","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7421-1711","affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025413633","display_name":"Mingsong Chen","orcid":"https://orcid.org/0000-0002-3922-0989"},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingsong Chen","raw_affiliation_strings":["Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083369566","display_name":"Jianming Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Yan","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100600905","display_name":"Xiaobo Sharon Hu","orcid":"https://orcid.org/0000-0002-6636-9738"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaobo Sharon Hu","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100725191","display_name":"Yue Ma","orcid":"https://orcid.org/0000-0002-8413-000X"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Ma","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.9464,"has_fulltext":false,"cited_by_count":140,"citation_normalized_percentile":{"value":0.99357467,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"35","issue":"8","first_page":"1269","last_page":"1282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9988999962806702,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9988999962806702,"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/mpsoc","display_name":"MPSoC","score":0.9533267021179199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.720344066619873},{"id":"https://openalex.org/keywords/multiprocessing","display_name":"Multiprocessing","score":0.6986086368560791},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6898074150085449},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6852447390556335},{"id":"https://openalex.org/keywords/dynamic-voltage-scaling","display_name":"Dynamic voltage scaling","score":0.5528518557548523},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5496436953544617},{"id":"https://openalex.org/keywords/real-time-operating-system","display_name":"Real-time operating system","score":0.5108127593994141},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.4784243702888489},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.45979803800582886},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4299930930137634},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4268399477005005},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4225844442844391},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.4157432019710541},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37624460458755493},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1390758752822876}],"concepts":[{"id":"https://openalex.org/C2777187653","wikidata":"https://www.wikidata.org/wiki/Q975106","display_name":"MPSoC","level":3,"score":0.9533267021179199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.720344066619873},{"id":"https://openalex.org/C4822641","wikidata":"https://www.wikidata.org/wiki/Q846651","display_name":"Multiprocessing","level":2,"score":0.6986086368560791},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6898074150085449},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6852447390556335},{"id":"https://openalex.org/C2776047111","wikidata":"https://www.wikidata.org/wiki/Q632037","display_name":"Dynamic voltage scaling","level":3,"score":0.5528518557548523},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5496436953544617},{"id":"https://openalex.org/C28472234","wikidata":"https://www.wikidata.org/wiki/Q213666","display_name":"Real-time operating system","level":2,"score":0.5108127593994141},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.4784243702888489},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.45979803800582886},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4299930930137634},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4268399477005005},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4225844442844391},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.4157432019710541},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37624460458755493},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1390758752822876},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2015.2501286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2015.2501286","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1697535080","display_name":null,"funder_award_id":"PY2015047","funder_id":"https://openalex.org/F4320322370","funder_display_name":"East China Normal University"},{"id":"https://openalex.org/G4291838886","display_name":null,"funder_award_id":"61202103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7998612786","display_name":null,"funder_award_id":"91418203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322370","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W162527601","https://openalex.org/W1496667578","https://openalex.org/W1994349155","https://openalex.org/W1994693101","https://openalex.org/W2007161414","https://openalex.org/W2009360662","https://openalex.org/W2027375786","https://openalex.org/W2030149846","https://openalex.org/W2056370048","https://openalex.org/W2058992104","https://openalex.org/W2060042533","https://openalex.org/W2069700210","https://openalex.org/W2080051988","https://openalex.org/W2081166696","https://openalex.org/W2094580974","https://openalex.org/W2096554329","https://openalex.org/W2104922988","https://openalex.org/W2105786614","https://openalex.org/W2107216395","https://openalex.org/W2116009028","https://openalex.org/W2120036863","https://openalex.org/W2124165797","https://openalex.org/W2124914570","https://openalex.org/W2125890858","https://openalex.org/W2128991755","https://openalex.org/W2141923369","https://openalex.org/W2152165066","https://openalex.org/W2153059027","https://openalex.org/W2165777512","https://openalex.org/W2208896226","https://openalex.org/W2340149117","https://openalex.org/W3140212905","https://openalex.org/W4238041806","https://openalex.org/W4243134243","https://openalex.org/W4245459506","https://openalex.org/W4247388665","https://openalex.org/W4285719527","https://openalex.org/W4297399141","https://openalex.org/W6606607223","https://openalex.org/W6629731526","https://openalex.org/W6657390348","https://openalex.org/W6677357164"],"related_works":["https://openalex.org/W4224244422","https://openalex.org/W2120080222","https://openalex.org/W2540211551","https://openalex.org/W2214202562","https://openalex.org/W2150187345","https://openalex.org/W2110535659","https://openalex.org/W347744696","https://openalex.org/W4253207971","https://openalex.org/W2107444458","https://openalex.org/W2087556130"],"abstract_inverted_index":{"With":[0],"the":[1,7,77,82,104,110,116,119,123,140,147,151,160,167,178],"continuous":[2],"scaling":[3],"of":[4,85,92,112,121,126,143,180],"CMOS":[5],"devices,":[6],"increase":[8],"in":[9,20,45,164],"power":[10],"density":[11],"and":[12,96,131],"system":[13,105,153,168],"integration":[14],"level":[15],"have":[16,176],"not":[17],"only":[18],"resulted":[19],"huge":[21],"energy":[22,32,83,107,155,170],"consumption":[23,108,156,171],"but":[24],"also":[25],"led":[26],"to":[27,89,138],"elevated":[28],"chip":[29],"temperature.":[30],"Thus,":[31],"efficient":[33],"task":[34,66,99,113],"scheduling":[35,67],"with":[36,53],"thermal":[37,148],"consideration":[38],"has":[39],"become":[40],"a":[41,62,98,127,132],"pressing":[42],"research":[43],"issue":[44],"computing":[46],"systems,":[47],"especially":[48],"for":[49,69],"real-time":[50,71,87],"embedded":[51],"systems":[52],"limited":[54],"cooling":[55],"techniques.":[56],"In":[57,76,115],"this":[58],"paper,":[59],"we":[60,80],"design":[61,97],"two-stage":[63],"energy-efficient":[64],"temperature-aware":[65],"scheme":[68],"heterogeneous":[70],"multiprocessor":[72],"system-on-chip":[73],"(MPSoC)":[74],"systems.":[75],"first":[78],"stage,":[79,118],"analyze":[81],"optimality":[84,120],"assigning":[86],"tasks":[88],"multiple":[90],"processors":[91],"an":[93],"MPSoC":[94],"system,":[95],"assignment":[100],"heuristic":[101,135],"that":[102],"minimizes":[103],"dynamic":[106],"under":[109,146],"constraint":[111],"deadlines.":[114],"second":[117],"minimizing":[122],"peak":[124],"temperature":[125,141],"processor":[128,145],"is":[129,136,157,172],"investigated,":[130],"slack":[133],"distribution":[134],"proposed":[137],"improve":[139],"profile":[142],"each":[144],"constraint,":[149],"thus":[150],"temperature-dependent":[152],"leakage":[154],"reduced.":[158],"Through":[159],"extensive":[161],"efforts":[162],"made":[163],"two":[165],"stages,":[166],"overall":[169],"minimized.":[173],"Experimental":[174],"results":[175],"demonstrated":[177],"effectiveness":[179],"our":[181],"scheme.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}