{"id":"https://openalex.org/W4389166664","doi":"https://doi.org/10.1109/iccad57390.2023.10323998","title":"Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization","display_name":"Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4389166664","doi":"https://doi.org/10.1109/iccad57390.2023.10323998"},"language":"en","primary_location":{"id":"doi:10.1109/iccad57390.2023.10323998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad57390.2023.10323998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)","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/A5081222727","display_name":"Shuzhang Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuzhang Zhong","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China","School of Integrated Circuits, Peking University, Beijing, China","Institute for Artificial Intelligence, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute for Artificial Intelligence, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457556","display_name":"Meng Li","orcid":"https://orcid.org/0000-0003-2123-2444"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Li","raw_affiliation_strings":["Institute for Artificial Intelligence, Peking University,Beijing,China","School of Integrated Circuits, Peking University, Beijing, China","Institute for Artificial Intelligence, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence, Peking University,Beijing,China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute for Artificial Intelligence, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604860","display_name":"Yun Liang","orcid":"https://orcid.org/0000-0002-9076-7998"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Liang","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China","School of Integrated Circuits, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002760019","display_name":"Runsheng Wang","orcid":"https://orcid.org/0000-0002-7514-0767"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runsheng Wang","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China","Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China","School of Integrated Circuits, Peking University, Beijing, China","Institute of Electronic Design Automation, Peking University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Electronic Design Automation, Peking University, Wuxi, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062886480","display_name":"Ru Huang","orcid":"https://orcid.org/0000-0002-8146-4821"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Huang","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China","School of Integrated Circuits, Peking University, Beijing, China","Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China","Institute of Electronic Design Automation, Peking University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Institute of Electronic Design Automation, Peking University, Wuxi, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081222727"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210100255"],"apc_list":null,"apc_paid":null,"fwci":0.4919,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66501862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9983999729156494,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","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":0.8166278600692749},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.597750723361969},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.593484103679657},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.591000497341156},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49736288189888},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.49698522686958313},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4115450084209442},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.32995274662971497},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.21659207344055176},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11538055539131165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08848997950553894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166278600692749},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.597750723361969},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.593484103679657},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.591000497341156},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49736288189888},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.49698522686958313},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4115450084209442},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.32995274662971497},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21659207344055176},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11538055539131165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08848997950553894},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad57390.2023.10323998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad57390.2023.10323998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4602899521","display_name":null,"funder_award_id":"2020YFB2205502","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6847781164","display_name":null,"funder_award_id":"B18001","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2121964667","https://openalex.org/W2194775991","https://openalex.org/W2516174802","https://openalex.org/W2685149245","https://openalex.org/W2728444714","https://openalex.org/W2767236912","https://openalex.org/W2951104886","https://openalex.org/W2962988160","https://openalex.org/W2963122961","https://openalex.org/W2964081807","https://openalex.org/W2964444661","https://openalex.org/W2965658867","https://openalex.org/W2981985696","https://openalex.org/W2991002474","https://openalex.org/W3012249773","https://openalex.org/W3014641072","https://openalex.org/W3064585691","https://openalex.org/W3099464315","https://openalex.org/W3158057740","https://openalex.org/W4213255380","https://openalex.org/W4214951654","https://openalex.org/W4293024044","https://openalex.org/W4297803378","https://openalex.org/W4360831828","https://openalex.org/W4386764003","https://openalex.org/W6637373629","https://openalex.org/W6685627644","https://openalex.org/W6713134421","https://openalex.org/W6751349269","https://openalex.org/W6752515464","https://openalex.org/W6774753494"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2086397253","https://openalex.org/W2965083567","https://openalex.org/W2133122801","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W4401278057","https://openalex.org/W3170260665"],"abstract_inverted_index":{"Memory-aware":[0],"network":[1,10],"scheduling":[2,26,46,70],"is":[3],"becoming":[4],"increasingly":[5],"important":[6],"for":[7,124],"deep":[8],"neural":[9],"(DNN)":[11],"inference":[12],"on":[13,49,98],"resource-constrained":[14],"devices.":[15],"However,":[16],"due":[17],"to":[18,85],"the":[19,64,69,87,111,114],"complex":[20,127],"cell-level":[21],"and":[22,101,120],"network-level":[23,128],"topologies,":[24],"memory-aware":[25,45],"becomes":[27],"very":[28],"challenging.":[29],"While":[30],"previous":[31],"algorithms":[32,97],"all":[33,110],"suffer":[34],"from":[35],"poor":[36],"scalability,":[37],"in":[38,109],"this":[39],"paper,":[40],"we":[41],"propose":[42,74],"an":[43,57,75],"efficient":[44],"framework":[47,55],"based":[48],"iterative":[50,58],"computation":[51,65],"graph":[52,59,66,89],"optimization.":[53],"Our":[54],"features":[56],"fusion":[60],"algorithm":[61],"that":[62,103],"simplifies":[63],"while":[67],"preserving":[68],"optimality.":[71],"We":[72,91],"further":[73],"integer":[76],"linear":[77],"programming":[78],"formulation":[79],"together":[80],"with":[81,126],"topology-aware":[82],"variable":[83],"pruning":[84],"schedule":[86],"simplified":[88],"efficiently.":[90],"evaluate":[92],"our":[93,104],"method":[94,105],"against":[95],"prior-art":[96],"different":[99],"networks":[100,125],"demonstrate":[102],"outperforms":[106],"existing":[107],"techniques":[108],"benchmarks,":[112],"reducing":[113],"peak":[115],"memory":[116],"footprint":[117],"by":[118],"13.4%,":[119],"achieving":[121],"better":[122],"scalability":[123],"topologies.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-02-25T08:12:03.925757","created_date":"2025-10-10T00:00:00"}