{"id":"https://openalex.org/W4200417173","doi":"https://doi.org/10.1109/asicon52560.2021.9620395","title":"CCASM: A Computation- and Communication-Aware Scheduling and Mapping Algorithm for NoC-Based DNN Accelerators","display_name":"CCASM: A Computation- and Communication-Aware Scheduling and Mapping Algorithm for NoC-Based DNN Accelerators","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W4200417173","doi":"https://doi.org/10.1109/asicon52560.2021.9620395"},"language":"en","primary_location":{"id":"doi:10.1109/asicon52560.2021.9620395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asicon52560.2021.9620395","pdf_url":null,"source":{"id":"https://openalex.org/S4363607945","display_name":"2021 IEEE 14th International Conference on ASIC (ASICON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 14th International Conference on ASIC (ASICON)","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/A5084447592","display_name":"Xi Fan","orcid":"https://orcid.org/0000-0002-3202-1047"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xi Fan","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051776018","display_name":"Xuyan Wang","orcid":"https://orcid.org/0000-0001-5901-2362"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuyan Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077508150","display_name":"Yaoyao Ye","orcid":"https://orcid.org/0000-0003-0022-228X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoyao Ye","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078192966","display_name":"Xianglun Leng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xianglun Leng","raw_affiliation_strings":["PowerTensors.AI, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"PowerTensors.AI, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018513988","display_name":"Ningyi Xu","orcid":"https://orcid.org/0009-0004-6809-7694"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningyi Xu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054897331","display_name":"Guanghui He","orcid":"https://orcid.org/0000-0002-0486-6421"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui He","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084447592"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.4327,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47613264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9961000084877014,"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":0.8367521166801453},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.8067020177841187},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7623641490936279},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6554755568504333},{"id":"https://openalex.org/keywords/network-on-a-chip","display_name":"Network on a chip","score":0.5546033382415771},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5183373689651489},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4942155182361603},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.43325376510620117},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4278217852115631},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.40089526772499084},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3621625304222107},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3539965748786926},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33701130747795105},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24239489436149597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16275057196617126},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.15501374006271362},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.07196497917175293},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.07179415225982666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8367521166801453},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.8067020177841187},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7623641490936279},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6554755568504333},{"id":"https://openalex.org/C128519102","wikidata":"https://www.wikidata.org/wiki/Q339554","display_name":"Network on a chip","level":2,"score":0.5546033382415771},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5183373689651489},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4942155182361603},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.43325376510620117},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4278217852115631},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.40089526772499084},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3621625304222107},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3539965748786926},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33701130747795105},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24239489436149597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16275057196617126},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.15501374006271362},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.07196497917175293},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.07179415225982666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asicon52560.2021.9620395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asicon52560.2021.9620395","pdf_url":null,"source":{"id":"https://openalex.org/S4363607945","display_name":"2021 IEEE 14th International Conference on ASIC (ASICON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 14th International Conference on ASIC (ASICON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2094756095","https://openalex.org/W2147657366","https://openalex.org/W2604319603","https://openalex.org/W2899915146","https://openalex.org/W2975335499","https://openalex.org/W2976973312","https://openalex.org/W3044630899","https://openalex.org/W4255992566"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2760721665","https://openalex.org/W330130819","https://openalex.org/W4863605","https://openalex.org/W4285287318","https://openalex.org/W2784141701","https://openalex.org/W2138821532","https://openalex.org/W1978899622","https://openalex.org/W2556843692"],"abstract_inverted_index":{"Network-on-Chip-based":[0],"(NoC-based)":[1],"Deep":[2],"Neural":[3],"Network":[4],"(DNN)":[5],"accelerators":[6,132],"have":[7],"been":[8],"proposed":[9,78,109],"to":[10,20,92],"enable":[11],"flexible":[12],"data":[13],"transmission.":[14],"However,":[15],"mapping":[16],"a":[17,47,60,83],"DNN":[18,72],"model":[19],"NoC":[21],"efficiently":[22],"can":[23],"be":[24,40],"challenging":[25],"because":[26],"of":[27,34,100],"the":[28,50,70,77,98,101,108],"different":[29,120,134],"communication":[30,67],"and":[31,66,85,88,117],"computation":[32,43,65],"patterns":[33],"each":[35],"layer.":[36],"The":[37],"performance":[38,61,79],"will":[39],"degraded":[41],"if":[42],"is":[44],"halted":[45],"at":[46,133],"core":[48],"by":[49,114],"data-dependent":[51],"communication.":[52],"To":[53],"address":[54],"this":[55],"challenge,":[56],"we":[57,81],"first":[58],"develop":[59],"estimation":[62,102],"algorithm":[63,91,111],"under":[64],"constraints":[68],"for":[69],"NoC-based":[71],"accelerators.":[73],"Furthermore,":[74],"based":[75],"on":[76,119,131],"estimation,":[80],"propose":[82],"Computation-":[84],"Communication-Aware":[86],"Scheduling":[87],"Mapping":[89],"(CCASM)":[90],"improve":[93],"performance.":[94],"Simulation":[95],"results":[96,105],"show":[97,106],"accuracy":[99],"algorithm.":[103],"Besides,":[104],"that":[107],"CCASM":[110],"improves":[112],"throughput":[113],"2.25\u00d7,":[115],"2.67\u00d7":[116],"5.99\u00d7":[118],"DNNs":[121],"compared":[122],"with":[123],"existing":[124],"methods.":[125],"Moreover,":[126],"it":[127],"shows":[128],"high":[129],"scalability":[130],"scales.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}