{"id":"https://openalex.org/W2263965799","doi":"https://doi.org/10.1145/2795122.2795125","title":"Visualization of OpenCL application execution on CPU-GPU systems","display_name":"Visualization of OpenCL application execution on CPU-GPU systems","publication_year":2015,"publication_date":"2015-06-13","ids":{"openalex":"https://openalex.org/W2263965799","doi":"https://doi.org/10.1145/2795122.2795125","mag":"2263965799"},"language":"en","primary_location":{"id":"doi:10.1145/2795122.2795125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2795122.2795125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Computer Architecture Education","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/A5021996030","display_name":"Amir Kavyan Ziabari","orcid":"https://orcid.org/0000-0002-5963-2374"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amir Kavyan Ziabari","raw_affiliation_strings":["Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062237691","display_name":"Rafael Ubal","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafael Ubal","raw_affiliation_strings":["Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042145789","display_name":"Dana Schaa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dana Schaa","raw_affiliation_strings":["Advanced Micro Devices, San Jose, CA"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, San Jose, CA","institution_ids":["https://openalex.org/I4210137977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061128237","display_name":"David Kaeli","orcid":"https://orcid.org/0000-0002-5692-0151"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Kaeli","raw_affiliation_strings":["Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021996030"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.13057583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T11181","display_name":"Advanced Data Storage Technologies","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":0.9973999857902527,"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":0.8593998551368713},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6672571301460266},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.6123594641685486},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.5296582579612732},{"id":"https://openalex.org/keywords/programmer","display_name":"Programmer","score":0.5218395590782166},{"id":"https://openalex.org/keywords/x86","display_name":"x86","score":0.5012986660003662},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.4555749297142029},{"id":"https://openalex.org/keywords/coprocessor","display_name":"Coprocessor","score":0.4486180543899536},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.42195838689804077},{"id":"https://openalex.org/keywords/computer-architecture-simulator","display_name":"Computer architecture simulator","score":0.41851264238357544},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.378421425819397},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34634459018707275},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.339216411113739},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2962544560432434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8593998551368713},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6672571301460266},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.6123594641685486},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.5296582579612732},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.5218395590782166},{"id":"https://openalex.org/C170723468","wikidata":"https://www.wikidata.org/wiki/Q182933","display_name":"x86","level":3,"score":0.5012986660003662},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4555749297142029},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.4486180543899536},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.42195838689804077},{"id":"https://openalex.org/C201203610","wikidata":"https://www.wikidata.org/wiki/Q5157524","display_name":"Computer architecture simulator","level":2,"score":0.41851264238357544},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.378421425819397},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34634459018707275},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.339216411113739},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2962544560432434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2795122.2795125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2795122.2795125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Computer Architecture Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W310695885","https://openalex.org/W1979527452","https://openalex.org/W2000548010","https://openalex.org/W2032094184","https://openalex.org/W2042295971","https://openalex.org/W2053608561","https://openalex.org/W2074407117","https://openalex.org/W2077505860","https://openalex.org/W2078243709","https://openalex.org/W2090985402","https://openalex.org/W2102664288","https://openalex.org/W2103742924","https://openalex.org/W2110478809","https://openalex.org/W2126815574","https://openalex.org/W2145021036","https://openalex.org/W2157225945","https://openalex.org/W2164264749","https://openalex.org/W2470243357","https://openalex.org/W2604139947","https://openalex.org/W3008756550","https://openalex.org/W4249299790"],"related_works":["https://openalex.org/W1537323515","https://openalex.org/W3145240193","https://openalex.org/W2147073383","https://openalex.org/W2540373069","https://openalex.org/W2189125857","https://openalex.org/W2166124169","https://openalex.org/W2283652387","https://openalex.org/W2249606962","https://openalex.org/W4251534053","https://openalex.org/W2148825030"],"abstract_inverted_index":{"Evaluating":[0],"the":[1,22,30,32,59,65,83,102,126,139,180,192,270,280,286,308,322],"performance":[2,314,334],"of":[3,54,95,121,141,152,199,272,313,316],"parallel":[4,122,142,273],"and":[5,8,27,39,45,61,72,89,148,161,185,202,221,223,227,230,233,246,249,257,292,335],"heterogeneous":[6,113,277],"programs":[7],"architectures":[9,284],"can":[10,17,86],"be":[11,18],"challenging.":[12],"An":[13],"emulator":[14],"or":[15],"simulator":[16,33,84],"used":[19],"to":[20,29,35,58,74,110,168,171,182,263,282,306,324],"aid":[21],"programmer.":[23],"To":[24],"provide":[25,329],"guidance":[26],"feedback":[28],"programmer,":[31],"needs":[34],"present":[36],"traces,":[37],"reports,":[38],"debugging":[40],"information":[41,56],"in":[42,158,285,297],"a":[43,52,107,118,150,242,265,294],"coherent":[44],"unambiguous":[46],"format.":[47],"Although":[48],"these":[49],"outputs":[50],"contain":[51],"lot":[53],"detailed":[55,239],"relative":[57],"logical":[60],"physical":[62],"transactions":[63],"about":[64],"execution,":[66],"they":[67],"are":[68],"usually":[69],"extremely":[70],"large":[71],"hard":[73],"analyze.":[75],"What":[76],"is":[77,79,129,262,290,303],"needed":[78],"an":[80,130,135,259],"interface":[81],"into":[82,332],"that":[85,155],"help":[87],"programmers":[88],"architects":[90],"shift":[91],"through":[92],"this":[93,98,288],"myriad":[94],"data.":[96],"In":[97],"contribution,":[99],"we":[100],"describe":[101],"M2S-Visual":[103,116],"trace-driven":[104],"visualization":[105,165,206,240,326],"tool,":[106],"complementary":[108],"addition":[109],"Multi2sim":[111],"(M2S)":[112],"system":[114],"simulator.":[115,127],"provides":[117,149],"graphical":[119],"representation":[120],"program":[123],"execution":[124,140,215,275],"on":[125,137,144,191,216,241,276],"M2S":[128,196,213],"established":[131],"simulator,":[132],"designed":[133,305],"with":[134],"emphasis":[136],"simulating":[138],"applications":[143],"graphics":[145],"processing":[146],"units,":[147],"number":[151],"instrumentation":[153],"capabilities":[154],"enable":[156],"research":[157,309],"architecture":[159],"exploration":[160],"application":[162,333],"characterization.":[163],"This":[164],"framework,":[166],"added":[167],"Multi2sim,":[169],"aims":[170],"complement":[172],"(and":[173],"potentially":[174],"replace)":[175],"text-based":[176],"statistical":[177],"profiling,":[178],"enabling":[179],"user":[181],"better":[183],"learn":[184],"understand":[186],"each":[187],"software":[188],"transaction":[189],"executed":[190],"simulated":[193],"hardware.":[194],"While":[195],"supports":[197,210,214,238],"emulation":[198],"both":[200,217],"OpenCL":[201,211,255,317],"CUDA":[203],"programs,":[204],"our":[205,298],"framework":[207],"presently":[208,236],"only":[209,237],"execution.":[212],"CPUs":[218],"(X86,":[219],"ARM":[220],"MIPS)":[222],"GPUs":[224],"(AMD":[225],"Evergreen":[226,248],"Southern":[228,250],"Islands,":[229],"NVIDIA":[231],"Fermi":[232],"Kepler),":[234],"but":[235],"multicore":[243],"X86":[244],"CPU":[245],"AMD":[247],"Islands":[251],"GPUs.":[252],"Besides":[253],"supporting":[254],"programming":[256,274],"debugging,":[258],"additional":[260],"goal":[261],"deliver":[264],"reliable":[266],"product":[267],"for":[268],"teaching":[269],"details":[271],"systems.":[278],"Given":[279],"move":[281],"many-core":[283],"industry,":[287],"toolset":[289],"timely":[291],"addresses":[293],"growing":[295],"gap":[296],"educational":[299],"infrastructure.":[300],"The":[301],"tool":[302],"also":[304,320],"support":[307],"community,":[310],"providing":[311],"analysis":[312],"bottlenecks":[315],"programs.":[318],"We":[319],"incorporated":[321],"option":[323],"produce":[325],"graphs":[327],"which":[328],"deeper":[330],"insight":[331],"hardware":[336],"resource":[337],"utilization.":[338]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}