{"id":"https://openalex.org/W3085378279","doi":"https://doi.org/10.1109/hpcs48598.2019.9188188","title":"Towards Co-execution on Commodity Heterogeneous Systems: Optimizations for Time-Constrained Scenarios","display_name":"Towards Co-execution on Commodity Heterogeneous Systems: Optimizations for Time-Constrained Scenarios","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3085378279","doi":"https://doi.org/10.1109/hpcs48598.2019.9188188","mag":"3085378279"},"language":"en","primary_location":{"id":"doi:10.1109/hpcs48598.2019.9188188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs48598.2019.9188188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.12607","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ra\u00fal Nozal","orcid":null},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ra\u00fal Nozal","raw_affiliation_strings":["Universidad de Cantabria,Computer Science and Electronics Department,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Cantabria,Computer Science and Electronics Department,Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jose Luis Bosque","orcid":null},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Luis Bosque","raw_affiliation_strings":["Universidad de Cantabria,Computer Science and Electronics Department,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Cantabria,Computer Science and Electronics Department,Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ram\u00f3n Beivide","orcid":null},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ram\u00f3n Beivide","raw_affiliation_strings":["Universidad de Cantabria,Computer Science and Electronics Department,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Cantabria,Computer Science and Electronics Department,Spain","institution_ids":["https://openalex.org/I13134134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I13134134"],"apc_list":null,"apc_paid":null,"fwci":1.23,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79686305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"628","last_page":"635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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":0.9988999962806702,"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/exploit","display_name":"Exploit","score":0.6920999884605408},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6310999989509583},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5770000219345093},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5095000267028809},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.42289999127388},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.39899998903274536},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.3910999894142151},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.38040000200271606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8453999757766724},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6920999884605408},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6310999989509583},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5770000219345093},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5669999718666077},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5095000267028809},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.42289999127388},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.39899998903274536},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.38040000200271606},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35760000348091125},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.2606000006198883},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25270000100135803},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.25200000405311584},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hpcs48598.2019.9188188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs48598.2019.9188188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on High Performance Computing & Simulation (HPCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2010.12607","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.12607","pdf_url":"https://arxiv.org/pdf/2010.12607","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.12607","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.12607","pdf_url":"https://arxiv.org/pdf/2010.12607","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2076661703","https://openalex.org/W2097197727","https://openalex.org/W2107096626","https://openalex.org/W2151788546","https://openalex.org/W2321601136","https://openalex.org/W2412412354","https://openalex.org/W2613829240","https://openalex.org/W2775542958","https://openalex.org/W2899020809","https://openalex.org/W2911564088","https://openalex.org/W6749249254"],"related_works":[],"abstract_inverted_index":{"Heterogeneous":[0],"systems":[1,29,77],"are":[2],"present":[3],"from":[4],"powerful":[5],"supercomputers,":[6],"to":[7,14,37,58,66,116,154],"mobile":[8],"devices,":[9],"including":[10],"desktop":[11,28],"computers,":[12],"thanks":[13],"their":[15],"excellent":[16],"performance":[17,73,102],"and":[18,30,52,71,144,148],"energy":[19],"consumption.":[20],"The":[21,83],"ubiquity":[22],"of":[23,42,81,142,174],"these":[24,76],"architectures":[25],"in":[26,54,85,122],"both":[27],"medium-sized":[31],"service":[32],"servers":[33],"allow":[34],"enough":[35],"variability":[36],"exploit":[38],"a":[39,79,177],"wide":[40],"range":[41],"problems,":[43],"such":[44],"as":[45,125,127],"multimedia":[46],"workloads,":[47],"video":[48],"encoding,":[49],"image":[50],"filtering":[51],"inference":[53],"machine":[55],"learning.":[56],"Due":[57],"the":[59,68,89,93,101,113,118,156,158,165],"heterogeneity,":[60],"some":[61],"efforts":[62],"have":[63],"been":[64],"done":[65],"reduce":[67,117],"programming":[69],"effort":[70],"preserve":[72],"portability,":[74],"but":[75],"include":[78],"set":[80],"challenges.":[82],"context":[84],"which":[86],"applications":[87],"offload":[88],"workload":[90],"along":[91],"with":[92],"management":[94],"overheads":[95],"introduced":[96],"when":[97,120,130],"doing":[98],"co-execution,":[99],"penalize":[100],"gains":[103],"under":[104,176],"time-constrained":[105],"scenarios.":[106],"Therefore,":[107],"this":[108],"paper":[109],"proposes":[110],"optimizations":[111],"for":[112,146],"EngineCL":[114],"runtime":[115],"penalization":[119],"co-executing":[121],"commodity":[123],"systems,":[124],"well":[126],"algorithmic":[128],"improvements":[129,141],"load":[131,160],"balancing.":[132],"An":[133],"exhaustive":[134],"experimental":[135],"evaluation":[136],"is":[137,163],"performed,":[138],"showing":[139],"optimization":[140],"7.5%":[143],"17.4%":[145],"binary":[147],"ROI-based":[149],"offloading":[150],"modes,":[151],"respectively.":[152],"Thanks":[153],"all":[155],"optimizations,":[157],"new":[159],"balancing":[161],"algorithm":[162],"always":[164],"most":[166],"efficient":[167],"scheduling":[168],"configuration,":[169],"achieving":[170],"an":[171],"average":[172],"efficiency":[173],"0.84":[175],"pessimistic":[178],"scenario.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-09-21T00:00:00"}