{"id":"https://openalex.org/W4402897084","doi":"https://doi.org/10.1109/sera61261.2024.10685647","title":"Leveraging Shared Accelerators in Kubernetes Clusters with rOpenCL","display_name":"Leveraging Shared Accelerators in Kubernetes Clusters with rOpenCL","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4402897084","doi":"https://doi.org/10.1109/sera61261.2024.10685647"},"language":"en","primary_location":{"id":"doi:10.1109/sera61261.2024.10685647","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sera61261.2024.10685647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/ACIS 22nd International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036309261","display_name":"Rui Alves","orcid":"https://orcid.org/0000-0003-4128-8779"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Alves","raw_affiliation_strings":["Instituto Politécnico de Bragança,Bragança,Portugal,5300\u2013253"],"raw_orcid":"https://orcid.org/0000-0003-4128-8779","affiliations":[{"raw_affiliation_string":"Instituto Politécnico de Bragança,Bragança,Portugal,5300\u2013253","institution_ids":["https://openalex.org/I4210092303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008882289","display_name":"Jos\u00e9 Rufino","orcid":"https://orcid.org/0000-0002-1344-8264"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Rufino","raw_affiliation_strings":["Instituto Politécnico de Bragança,Research Centre in Digitalization and Intelligent Robotics (CeDRI) Laboratório para a Sustentabilidade e Tecnologia em Regiões de Montanha (SusTEC),Bragança,Portugal,5300\u2013253"],"raw_orcid":"https://orcid.org/0000-0002-1344-8264","affiliations":[{"raw_affiliation_string":"Instituto Politécnico de Bragança,Research Centre in Digitalization and Intelligent Robotics (CeDRI) Laboratório para a Sustentabilidade e Tecnologia em Regiões de Montanha (SusTEC),Bragança,Portugal,5300\u2013253","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9508000016212463,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9093999862670898,"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":0.6193590760231018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6193590760231018}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera61261.2024.10685647","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sera61261.2024.10685647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/ACIS 22nd International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3093604784","https://openalex.org/W3133524264","https://openalex.org/W4210529452","https://openalex.org/W4220969192","https://openalex.org/W4224293543","https://openalex.org/W4225540759","https://openalex.org/W4281680218","https://openalex.org/W4385575052"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"High-Performance":[0],"Computing":[1,182],"involves":[2],"exploiting":[3],"the":[4,49,104,107,112,122,139,157,189,207,213],"capabilities":[5],"of":[6,27,41,51,98,106,111,125,159,170,209],"powerful":[7],"computing":[8],"resources":[9,46],"to":[10,20,79,115,191],"achieve":[11],"high":[12],"computational":[13],"performance,":[14],"efficiency,":[15],"and":[16,39,53,64,82,88,110,194,212],"scalability.":[17],"By":[18],"enabling":[19],"process":[21],"complex":[22],"tasks":[23],"and/or":[24],"large":[25],"amounts":[26],"data":[28],"efficiently,":[29,195],"HPC":[30,52,70],"plays":[31],"an":[32,86,135,163,218],"essential":[33],"role":[34],"in":[35,85,180],"multiple":[36,44],"domains.":[37],"Parallelization":[38],"distribution":[40],"workloads":[42,84],"across":[43],"processing":[45],"is":[47],"at":[48],"core":[50],"has":[54,71],"been":[55,72],"done":[56],"via":[57],"many":[58],"approaches,":[59],"including":[60,91],"different":[61],"programmatic":[62],"models":[63],"service":[65],"frameworks.":[66],"In":[67],"recent":[68],"years,":[69],"coupled":[73],"with":[74,161],"Containerization,":[75],"as":[76,149],"a":[77,146,150],"way":[78],"deploy,":[80],"manage":[81],"run":[83],"automated":[87],"efficient":[89],"manner,":[90],"those":[92],"relying":[93],"on":[94,103,156,215],"accelerators.":[95,199],"The":[96,153],"performance":[97,216],"heterogeneous":[99],"workloads,":[100],"however,":[101],"depends":[102],"behavior":[105],"platform":[108],"scheduler,":[109],"mechanisms":[113],"used":[114],"share":[116],"accelerators,":[117],"being":[118],"also":[119,176],"constraint":[120],"by":[121,137],"limited":[123],"number":[124],"accelerators":[126],"that":[127],"each":[128],"node":[129],"may":[130,142,175],"host.":[131],"This":[132,173],"paper":[133],"describes":[134],"approach":[136,154],"which":[138],"last":[140],"limitation":[141],"be":[143,177],"overcome,":[144],"using":[145],"Kubernetes":[147,160],"cluster":[148],"show":[151],"case.":[152],"builds":[155],"integration":[158],"rOpenCL,":[162],"OpenCL":[164,171,219],"API":[165],"forwarder":[166],"for":[167,217],"remote":[168,196],"execution":[169],"calls.":[172],"combination":[174],"particularly":[178],"useful":[179],"Edge":[181],"scenarios,":[183],"where":[184],"containerized":[185],"edge":[186],"services":[187],"gain":[188],"ability":[190],"access,":[192],"transparently":[193],"(e.g.":[197],"cloud-based)":[198],"Some":[200],"preliminary":[201],"experimental":[202],"results":[203],"are":[204],"presented,":[205],"demonstrating":[206],"feasibility":[208],"this":[210],"integration,":[211],"impact":[214],"application.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}