{"id":"https://openalex.org/W2899082032","doi":"https://doi.org/10.1109/hpcs.2018.00033","title":"Automatically Migrating Sequential Applications to Heterogeneous System Architecture","display_name":"Automatically Migrating Sequential Applications to Heterogeneous System Architecture","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899082032","doi":"https://doi.org/10.1109/hpcs.2018.00033","mag":"2899082032"},"language":"en","primary_location":{"id":"doi:10.1109/hpcs.2018.00033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs.2018.00033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on High Performance Computing &amp; Simulation (HPCS)","raw_type":"proceedings-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/A5028544216","display_name":"Chih-Yung Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chih-Yung Liang","raw_affiliation_strings":["Graduate Institute of Networking and Multimedia, National Taiwan University"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Networking and Multimedia, National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031659418","display_name":"Sheng\u2010Yu Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Yu Fu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673297","display_name":"Yuping Liu","orcid":"https://orcid.org/0009-0000-0222-6845"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Ping Liu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017207899","display_name":"Wei\u2010Chung Hsu","orcid":"https://orcid.org/0000-0002-0833-7981"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Chung Hsu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028544216"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13884136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"114","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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":0.9995999932289124,"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":0.9993000030517578,"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":0.8126888275146484},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.6304447650909424},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6244795918464661},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5760401487350464},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5360254645347595},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5234617590904236},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5221588611602783},{"id":"https://openalex.org/keywords/aliasing","display_name":"Aliasing","score":0.4810064733028412},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.38998907804489136},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.35776209831237793},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3412589430809021},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.31142133474349976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1359853744506836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8126888275146484},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.6304447650909424},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6244795918464661},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5760401487350464},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5360254645347595},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5234617590904236},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5221588611602783},{"id":"https://openalex.org/C4069607","wikidata":"https://www.wikidata.org/wiki/Q868732","display_name":"Aliasing","level":3,"score":0.4810064733028412},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.38998907804489136},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.35776209831237793},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3412589430809021},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.31142133474349976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1359853744506836},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcs.2018.00033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs.2018.00033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on High Performance Computing &amp; Simulation (HPCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W257841320","https://openalex.org/W1517684295","https://openalex.org/W1782174992","https://openalex.org/W1961794994","https://openalex.org/W1968197401","https://openalex.org/W1988054754","https://openalex.org/W2029988392","https://openalex.org/W2034761517","https://openalex.org/W2077143534","https://openalex.org/W2099574169","https://openalex.org/W2102604868","https://openalex.org/W2102976251","https://openalex.org/W2153185479","https://openalex.org/W2417350949","https://openalex.org/W2564927691","https://openalex.org/W2566431638","https://openalex.org/W4246166885","https://openalex.org/W6630937574","https://openalex.org/W6637873805","https://openalex.org/W6641042993","https://openalex.org/W6730584767"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W3191490922","https://openalex.org/W2794038527","https://openalex.org/W2327638088","https://openalex.org/W4206432387"],"abstract_inverted_index":{"Heterogeneous":[0],"System":[1],"Architecture":[2,19],"(HSA)":[3],"is":[4],"a":[5,83,100,131],"hardware":[6],"architecture":[7],"for":[8,186],"heterogeneous":[9,25,48,160,215],"computing":[10],"proposed":[11],"by":[12],"the":[13,59,65,70,171,180,194],"HSA":[14,188],"Foundation.":[15],"Its":[16],"Unified":[17],"Memory":[18],"(hUMA)":[20],"enables":[21,33],"data":[22],"sharing":[23],"between":[24],"devices":[26],"and":[27,46,61,104,114,189],"its":[28],"userlevel":[29],"Queuing":[30],"Model":[31],"(hQ)":[32],"low":[34,118],"overhead":[35,119],"kernel":[36],"launching.":[37],"With":[38,198],"such":[39],"features,":[40],"applications":[41,55,68,90,203],"could":[42,138,164,209],"enjoy":[43],"more":[44],"efficient":[45],"effective":[47],"computing.":[49,216],"However,":[50],"most":[51],"of":[52,67,112],"today's":[53],"heterogeneous-computing":[54],"have":[56],"not":[57],"leveraged":[58],"hUMA":[60,113],"hQ":[62,115],"features.":[63],"Moreover,":[64],"majority":[66],"on":[69,122,142,193],"market":[71],"are":[72,151],"implemented":[73],"in":[74,205],"traditional":[75,206],"sequential":[76,89,132,207],"models.":[77],"This":[78],"paper":[79],"looks":[80],"at":[81],"building":[82],"fully":[84],"automatic":[85],"framework":[86,94,137,163,176],"to":[87,91,116,154],"migrate":[88],"HSA.":[92],"The":[93],"includes":[95],"polyhedral-guided":[96],"memory":[97,105],"aliasing":[98],"analysis,":[99],"staged":[101],"dispatching":[102,121],"predictor,":[103],"coalescing":[106],"optimization.":[107],"It":[108],"also":[109],"takes":[110],"advantages":[111],"achieve":[117],"job":[120],"HSA-compliant":[123],"systems.":[124],"On":[125],"an":[126],"AMD":[127],"Carrizo":[128,143,196],"machine":[129],"(HSA-compliant),":[130],"application":[133],"runs":[134],"through":[135,174],"our":[136,162,175],"be":[139],"8.66x":[140],"faster":[141],"than":[144],"before.":[145],"In":[146,169],"several":[147],"cases":[148],"where":[149],"workloads":[150],"considered":[152],"insufficient":[153],"benefit":[155],"from":[156,183,213],"conventional":[157],"or":[158],"non-HSA":[159,190],"computing,":[161],"still":[165],"deliver":[166],"significant":[167],"speedups.":[168],"addition,":[170],"performance":[172,181,211],"obtained":[173],"can":[177],"sometimes":[178],"exceed":[179],"gain":[182],"manual":[184],"tuning":[185],"both":[187],"platforms,":[191],"running":[192],"same":[195],"machine.":[197],"this":[199],"framework,":[200],"many":[201],"existing":[202],"coded":[204],"models":[208],"get":[210],"boost":[212],"HSA-based":[214]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
