{"id":"https://openalex.org/W4404102052","doi":"https://doi.org/10.1109/tcad.2024.3447210","title":"A Dataflow-Aware Network-on-Interposer for CNN Inferencing in the Presence of Defective Chiplets","display_name":"A Dataflow-Aware Network-on-Interposer for CNN Inferencing in the Presence of Defective Chiplets","publication_year":2024,"publication_date":"2024-11-01","ids":{"openalex":"https://openalex.org/W4404102052","doi":"https://doi.org/10.1109/tcad.2024.3447210"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2024.3447210","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3447210","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tcad.2024.3447210","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058934793","display_name":"Harsh Sharma","orcid":"https://orcid.org/0000-0002-0334-4269"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Harsh Sharma","raw_affiliation_strings":["Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084255924","display_name":"\u00dcmit Y. Ogras","orcid":"https://orcid.org/0000-0002-5045-5535"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umit Ogras","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Wisconsin Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Wisconsin Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103010775","display_name":"Ananth Kalyanaraman","orcid":"https://orcid.org/0000-0003-3495-2264"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ananth Kalyanraman","raw_affiliation_strings":["Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078441163","display_name":"Partha Pratim Pande","orcid":"https://orcid.org/0000-0002-5930-8531"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Partha Pratim Pande","raw_affiliation_strings":["Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058934793"],"corresponding_institution_ids":["https://openalex.org/I72951846"],"apc_list":null,"apc_paid":null,"fwci":0.4439,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6439616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"43","issue":"11","first_page":"4190","last_page":"4201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9908999800682068,"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":0.9908999800682068,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9848999977111816,"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/dataflow","display_name":"Dataflow","score":0.9519875049591064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6645990014076233},{"id":"https://openalex.org/keywords/interposer","display_name":"Interposer","score":0.6121969223022461},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40994125604629517},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36553943157196045},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33376845717430115},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.14219209551811218},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.09443444013595581},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.0705910325050354}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.9519875049591064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6645990014076233},{"id":"https://openalex.org/C158802814","wikidata":"https://www.wikidata.org/wiki/Q6056418","display_name":"Interposer","level":4,"score":0.6121969223022461},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40994125604629517},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36553943157196045},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33376845717430115},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.14219209551811218},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.09443444013595581},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.0705910325050354},{"id":"https://openalex.org/C100460472","wikidata":"https://www.wikidata.org/wiki/Q2368605","display_name":"Etching (microfabrication)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2024.3447210","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3447210","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tcad.2024.3447210","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3447210","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4232582782","display_name":null,"funder_award_id":"CCF 1919122","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G661180653","display_name":null,"funder_award_id":"CSR-2308530","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6745974392","display_name":null,"funder_award_id":"CNS-1955353","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7459069261","display_name":null,"funder_award_id":"2316160","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1519941054","https://openalex.org/W1570540881","https://openalex.org/W1655459528","https://openalex.org/W1994688141","https://openalex.org/W2034822545","https://openalex.org/W2034861439","https://openalex.org/W2050065904","https://openalex.org/W2060510412","https://openalex.org/W2072605585","https://openalex.org/W2111081435","https://openalex.org/W2115761151","https://openalex.org/W2116377941","https://openalex.org/W2118231264","https://openalex.org/W2155901959","https://openalex.org/W2234584938","https://openalex.org/W2559636896","https://openalex.org/W2565516711","https://openalex.org/W2907492528","https://openalex.org/W2946055491","https://openalex.org/W2980104813","https://openalex.org/W2999356938","https://openalex.org/W3005619596","https://openalex.org/W3092226368","https://openalex.org/W3111684448","https://openalex.org/W3195858150","https://openalex.org/W3201613041","https://openalex.org/W3205395194","https://openalex.org/W4214593702","https://openalex.org/W4244395536","https://openalex.org/W4250992647","https://openalex.org/W4280644295","https://openalex.org/W4293243621","https://openalex.org/W4386568732","https://openalex.org/W4386764109","https://openalex.org/W4387951242","https://openalex.org/W4388757726"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W2998381397","https://openalex.org/W4236419692","https://openalex.org/W2171015181","https://openalex.org/W3167919718","https://openalex.org/W4251718783","https://openalex.org/W4239447582","https://openalex.org/W1484403103","https://openalex.org/W2521947294","https://openalex.org/W1998888015"],"abstract_inverted_index":{"The":[0,147],"emergence":[1],"of":[2,14,75,98,101],"2.5D":[3],"chiplet":[4,64],"platforms":[5],"provides":[6],"a":[7,25,84,90],"new":[8],"avenue":[9],"for":[10,95],"compact":[11],"scale-out":[12],"implementations":[13],"deep":[15],"learning":[16],"(DL)":[17],"workloads":[18],"(WLs).":[19],"Integrating":[20],"multiple":[21],"small":[22],"chiplets":[23,51],"using":[24,89],"network-on-interposer":[26],"(NoI)":[27],"offers":[28],"not":[29],"only":[30],"significant":[31],"cost":[32],"reduction":[33,184],"and":[34,46,65,69,134,176,187],"higher":[35],"manufacturing":[36],"yield":[37],"than":[38],"2-D":[39],"ICs":[40],"but":[41],"also":[42],"better":[43],"energy":[44,135],"efficiency":[45,136],"performance.":[47],"However,":[48],"defects":[49],"in":[50,73,185],"may":[52],"compromise":[53],"performance":[54,133,155],"since":[55],"they":[56],"restrict":[57],"the":[58,111],"computing":[59],"capability.":[60],"Therefore,":[61],"carefully":[62],"designed":[63],"NoI":[66,86,114,128,193],"link":[67],"placement,":[68],"task":[70],"mapping":[71],"schemes,":[72],"presence":[74],"defects,":[76],"are":[77],"necessary.":[78],"In":[79],"this":[80],"article,":[81],"we":[82,123],"propose":[83],"defect-aware":[85],"design":[87,165],"approach":[88,149],"custom-defined":[91],"space-filling":[92],"curve":[93],"(SFC)":[94],"efficient":[96],"execution":[97],"mixed":[99],"WLs":[100],"convolutional":[102],"neural":[103],"network":[104],"(CNN)":[105],"inference":[106],"tasks.":[107],"We":[108,161],"demonstrate":[109,162],"that":[110,163],"k-ary":[112,144],"n-cube-based":[113],"topologies":[115],"can":[116],"be":[117],"degenerated":[118],"into":[119],"SFC-based":[120],"counterparts,":[121],"which":[122],"refer":[124],"to":[125,152,168,191],"as":[126],"SFCed":[127,148,164],"topologies.":[129],"They":[130],"enable":[131],"high":[132,154],"with":[137],"lower":[138],"fabrication":[139],"costs":[140],"over":[141],"their":[142],"parent":[143,192],"n-cube":[145],"counterparts.":[146],"helps":[150],"us":[151],"extract":[153],"from":[156],"an":[157],"inherently":[158],"defective":[159],"system.":[160],"achieves":[166],"up":[167],"<inline-formula":[169,177],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[170,178],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[171,179],"<tex-math":[172,180],"notation=\"LaTeX\">$2.3\\times":[173],"$":[174,182],"</tex-math></inline-formula>":[175,183],"notation=\"LaTeX\">$3.5\\times":[181],"latency":[186],"energy,":[188],"respectively,":[189],"compared":[190],"architectures":[194],"while":[195],"executing":[196],"diverse":[197],"DL":[198],"WLs.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
