{"id":"https://openalex.org/W4393158627","doi":"https://doi.org/10.1007/s11227-024-06008-w","title":"POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments","display_name":"POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments","publication_year":2024,"publication_date":"2024-03-25","ids":{"openalex":"https://openalex.org/W4393158627","doi":"https://doi.org/10.1007/s11227-024-06008-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-024-06008-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06008-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06008-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06008-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103175601","display_name":"Pablo A. Lanzarote Mart\u00ednez","orcid":"https://orcid.org/0000-0002-4391-2451"},"institutions":[{"id":"https://openalex.org/I4210160618","display_name":"Huawei Technologies (United Kingdom)","ror":"https://ror.org/056gzgs71","country_code":"GB","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210160618"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Pablo Antonio Mart\u00ednez","raw_affiliation_strings":["Huawei Technologies Research and Development, Huawei, Cambridge, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4391-2451","affiliations":[{"raw_affiliation_string":"Huawei Technologies Research and Development, Huawei, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I4210160618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057772505","display_name":"Gregorio Bernab\u00e9","orcid":"https://orcid.org/0000-0002-7265-3508"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gregorio Bernab\u00e9","raw_affiliation_strings":["Computer Engineering Department, University of Murcia, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7265-3508","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, University of Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070286319","display_name":"Jos\u00e9 M. Garc\u0131\u0301a","orcid":"https://orcid.org/0000-0002-6388-2835"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Manuel Garc\u00eda","raw_affiliation_strings":["Computer Engineering Department, University of Murcia, Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6388-2835","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, University of Murcia, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103175601"],"corresponding_institution_ids":["https://openalex.org/I4210160618"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01381204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"80","issue":"10","first_page":"14666","last_page":"14693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9987999796867371,"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":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.9188868403434753},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.6422321796417236},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5541512370109558},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.43275317549705505},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.41991230845451355},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3789500594139099},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.37719202041625977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9188868403434753},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.6422321796417236},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5541512370109558},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.43275317549705505},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.41991230845451355},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3789500594139099},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.37719202041625977}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-024-06008-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06008-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06008-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11227-024-06008-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06008-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06008-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1622782223","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2526206782","display_name":null,"funder_award_id":"TED2021-129221B-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2601397997","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2954071825","display_name":null,"funder_award_id":"MCIN/ AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3114316098","display_name":null,"funder_award_id":"MCIN/ AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3681454997","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4042783231","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G410571670","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G451917667","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5421083681","display_name":null,"funder_award_id":"MCIN/ AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5539308778","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5967599077","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6823456974","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322805","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393158627.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W312001194","https://openalex.org/W1552624537","https://openalex.org/W2122969894","https://openalex.org/W2163674731","https://openalex.org/W2271597743","https://openalex.org/W2461316586","https://openalex.org/W2588631486","https://openalex.org/W2604319603","https://openalex.org/W2606722458","https://openalex.org/W2798724095","https://openalex.org/W2800432164","https://openalex.org/W2899176839","https://openalex.org/W2899366056","https://openalex.org/W2901066721","https://openalex.org/W2936567716","https://openalex.org/W2972087877","https://openalex.org/W2997329429","https://openalex.org/W3010348521","https://openalex.org/W3011470274","https://openalex.org/W3036079062","https://openalex.org/W3043202537","https://openalex.org/W3091817928","https://openalex.org/W3103300632","https://openalex.org/W3129164450","https://openalex.org/W3132871777","https://openalex.org/W3165627439","https://openalex.org/W3195968870","https://openalex.org/W3203521204","https://openalex.org/W3209077420","https://openalex.org/W3213648074","https://openalex.org/W3214609337","https://openalex.org/W3217045543","https://openalex.org/W4200091753","https://openalex.org/W4205106731","https://openalex.org/W4205243943","https://openalex.org/W4206286638","https://openalex.org/W4226024494","https://openalex.org/W4255812374","https://openalex.org/W4280624505","https://openalex.org/W4293100236","https://openalex.org/W4293149165","https://openalex.org/W4321636502"],"related_works":["https://openalex.org/W2950520577","https://openalex.org/W1554644772","https://openalex.org/W2003935582","https://openalex.org/W2494130044","https://openalex.org/W3170887803","https://openalex.org/W74409296","https://openalex.org/W3209384898","https://openalex.org/W1595834484","https://openalex.org/W4230999561","https://openalex.org/W1595672120"],"abstract_inverted_index":{"Abstract":[0],"In":[1,17,49],"the":[2,44,135,143,147,159],"era":[3],"of":[4,27,43,71,101],"heterogeneous":[5,98,192],"computing,":[6],"a":[7,54,60,97,138,153,178],"new":[8,55],"paradigm":[9],"called":[10,58],"accelerator":[11],"level":[12],"parallelism":[13],"(ALP)":[14],"has":[15],"emerged.":[16],"ALP,":[18],"accelerators":[19],"are":[20,36],"used":[21],"concurrently":[22,87],"to":[23,39,66,142],"provide":[24],"unprecedented":[25],"levels":[26],"performance":[28,132,188],"and":[29,77,106,120,133,149,185],"energy":[30],"efficiency.":[31],"To":[32],"reach":[33],"that":[34,128],"there":[35],"many":[37],"problems":[38],"be":[40,85,177],"solved,":[41],"one":[42],"most":[45],"challenging":[46],"being":[47],"co-execution.":[48],"this":[50],"paper,":[51],"we":[52],"present":[53],"scheduling":[56],"framework":[57],"POAS,":[59,80],"general":[61],"method":[62],"for":[63,146,170,181],"providing":[64],"co-execution":[65],"applications.":[67],"Our":[68,125],"proposal":[69],"consists":[70],"four":[72],"steps:":[73],"predict,":[74],"optimize,":[75],"adapt":[76],"schedule.":[78],"With":[79],"an":[81],"unseen":[82],"application":[83],"can":[84,176],"executed":[86],"in":[88,191],"ALP":[89,184],"with":[90,152],"little":[91],"effort.":[92],"We":[93],"evaluate":[94],"POAS":[95,129,160,175],"on":[96,110],"environment":[99],"consisting":[100],"CPUs,":[102],"GPUs":[103],"(CUDA":[104],"cores),":[105],"XPUs":[107],"(Tensor":[108],"cores)":[109],"two":[111],"different":[112],"fields,":[113],"namely":[114],"linear":[115],"algebra":[116],"(matrix":[117],"multiplication":[118],"benchmark)":[119],"deep":[121],"learning":[122],"(convolution":[123],"benchmark).":[124],"experiments":[126],"prove":[127],"provides":[130],"excellent":[131],"completes":[134],"tasks":[136],"within":[137],"time":[139,145,156],"very":[140,166],"close":[141],"optimal":[144],"hardware":[148],"applications":[150],"used,":[151],"negligible":[154],"execution":[155],"overhead.":[157],"Moreover,":[158],"predictor":[161],"performed":[162],"exceptionally":[163],"well,":[164],"achieving":[165],"low":[167],"RMSE":[168],"values":[169],"both":[171],"use":[172],"cases.":[173],"Therefore,":[174],"valuable":[179],"tool":[180],"fully":[182],"exploiting":[183],"improving":[186],"overall":[187],"over":[189],"offloading":[190],"settings.":[193]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}