{"id":"https://openalex.org/W4281762943","doi":"https://doi.org/10.1145/3489048.3530958","title":"SimNet","display_name":"SimNet","publication_year":2022,"publication_date":"2022-06-02","ids":{"openalex":"https://openalex.org/W4281762943","doi":"https://doi.org/10.1145/3489048.3530958"},"language":"en","primary_location":{"id":"doi:10.1145/3489048.3530958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3489048.3530958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems","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/A5069592458","display_name":"Lingda Li","orcid":"https://orcid.org/0000-0003-3431-0173"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lingda Li","raw_affiliation_strings":["Brookhaven National Laboratory, Upton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory, Upton, NY, USA","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001488441","display_name":"Santosh Pandey","orcid":"https://orcid.org/0000-0002-3528-6868"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Santosh Pandey","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045682318","display_name":"Thomas R. Flynn","orcid":"https://orcid.org/0000-0003-4083-7086"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Flynn","raw_affiliation_strings":["Brookhaven National Laboratory, Upton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory, Upton, NY, USA","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338932","display_name":"Hang Liu","orcid":"https://orcid.org/0000-0002-1379-6314"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hang Liu","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113024329","display_name":"Noel C. Wheeler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113003","display_name":"Physical Sciences (United States)","ror":"https://ror.org/021qvjc46","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noel Wheeler","raw_affiliation_strings":["Laboratory for Physical Sciences, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Physical Sciences, College Park, MD, USA","institution_ids":["https://openalex.org/I4210113003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072223736","display_name":"Adolfy Hoisie","orcid":"https://orcid.org/0000-0001-7812-2946"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adolfy Hoisie","raw_affiliation_strings":["Brookhaven National Laboratory, Upton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory, Upton, NY, USA","institution_ids":["https://openalex.org/I200870766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069592458"],"corresponding_institution_ids":["https://openalex.org/I200870766"],"apc_list":null,"apc_paid":null,"fwci":1.1662,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75815705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"68"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9983000159263611,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.860688328742981},{"id":"https://openalex.org/keywords/microarchitecture","display_name":"Microarchitecture","score":0.6850295662879944},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6115872263908386},{"id":"https://openalex.org/keywords/computer-architecture-simulator","display_name":"Computer architecture simulator","score":0.5963038802146912},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.499737024307251},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.47655680775642395},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4468572437763214},{"id":"https://openalex.org/keywords/instruction-set","display_name":"Instruction set","score":0.43853744864463806},{"id":"https://openalex.org/keywords/coprocessor","display_name":"Coprocessor","score":0.4101721942424774},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3649601340293884},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34113502502441406},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19743993878364563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.860688328742981},{"id":"https://openalex.org/C107598950","wikidata":"https://www.wikidata.org/wiki/Q259864","display_name":"Microarchitecture","level":2,"score":0.6850295662879944},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6115872263908386},{"id":"https://openalex.org/C201203610","wikidata":"https://www.wikidata.org/wiki/Q5157524","display_name":"Computer architecture simulator","level":2,"score":0.5963038802146912},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.499737024307251},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.47655680775642395},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4468572437763214},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.43853744864463806},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.4101721942424774},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3649601340293884},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34113502502441406},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19743993878364563},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3489048.3530958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3489048.3530958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2154327203","https://openalex.org/W2157070686","https://openalex.org/W2888297879"],"related_works":["https://openalex.org/W4250432526","https://openalex.org/W2136225780","https://openalex.org/W2164574483","https://openalex.org/W2055341571","https://openalex.org/W2101536355","https://openalex.org/W2080109495","https://openalex.org/W2171175484","https://openalex.org/W2132643331","https://openalex.org/W2130912976","https://openalex.org/W2141090099"],"abstract_inverted_index":{"While":[0],"cycle-accurate":[1],"simulators":[2,99],"are":[3,82],"essential":[4],"tools":[5],"for":[6,21,51],"architecture":[7],"research,":[8],"design,":[9],"and":[10,56,76,80,84],"development,":[11],"their":[12],"practicality":[13],"is":[14,36,60,67],"limited":[15],"by":[16],"an":[17,43],"extremely":[18],"long":[19],"time-to-solution":[20],"realistic":[22],"applications":[23],"under":[24],"investigation.":[25],"This":[26],"work":[27],"describes":[28],"a":[29,63,87],"concerted":[30],"effort,":[31],"where":[32],"machine":[33],"learning":[34],"(ML)":[35],"used":[37],"to":[38],"accelerate":[39],"microarchitecture":[40],"simulation.":[41],"First,":[42],"ML-based":[44,94],"instruction":[45,54,73],"latency":[46,74],"prediction":[47],"framework":[48],"that":[49],"accounts":[50],"both":[52],"static":[53],"properties":[55],"dynamic":[57],"processor":[58],"states":[59],"constructed.":[61],"Then,":[62],"GPU-accelerated":[64],"parallel":[65],"simulator":[66,95],"implemented":[68],"based":[69],"on":[70],"the":[71,93],"proposed":[72],"predictor,":[75],"its":[77],"simulation":[78],"accuracy":[79],"throughput":[81],"validated":[83],"evaluated":[85],"against":[86],"state-of-the-art":[88],"simulator.":[89],"Leveraging":[90],"modern":[91],"GPUs,":[92],"outperforms":[96],"traditional":[97],"CPU-based":[98],"significantly.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-01T08:46:32.239190","created_date":"2022-06-13T00:00:00"}