{"id":"https://openalex.org/W4312121044","doi":"https://doi.org/10.1145/3508352.3549436","title":"INDENT","display_name":"INDENT","publication_year":2022,"publication_date":"2022-10-30","ids":{"openalex":"https://openalex.org/W4312121044","doi":"https://doi.org/10.1145/3508352.3549436"},"language":"en","primary_location":{"id":"doi:10.1145/3508352.3549436","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508352.3549436","pdf_url":null,"source":{"id":"https://openalex.org/S4363608844","display_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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/A5028749525","display_name":"Anish Krishnakumar","orcid":"https://orcid.org/0000-0003-2419-1860"},"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":true,"raw_author_name":"Anish Krishnakumar","raw_affiliation_strings":["University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036227385","display_name":"Radu M\u0103rculescu","orcid":"https://orcid.org/0000-0003-1826-7646"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radu Marculescu","raw_affiliation_strings":["The University of Texas at Austin"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","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":["University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028749525"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21809745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.996999979019165,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9969000220298767,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8985854387283325},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6302931904792786},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.451216459274292},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3720550537109375},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35133910179138184},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3464534282684326},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3211478590965271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8985854387283325},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6302931904792786},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.451216459274292},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3720550537109375},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35133910179138184},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3464534282684326},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3211478590965271},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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:10.1145/3508352.3549436","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508352.3549436","pdf_url":null,"source":{"id":"https://openalex.org/S4363608844","display_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W14024944","https://openalex.org/W1577823635","https://openalex.org/W1979170328","https://openalex.org/W2036058739","https://openalex.org/W2122210511","https://openalex.org/W2123199310","https://openalex.org/W2136453233","https://openalex.org/W2143031615","https://openalex.org/W2149294210","https://openalex.org/W2150757437","https://openalex.org/W2220384803","https://openalex.org/W2590141315","https://openalex.org/W2742037853","https://openalex.org/W2753094203","https://openalex.org/W2761143175","https://openalex.org/W2787894218","https://openalex.org/W2908445743","https://openalex.org/W2912012512","https://openalex.org/W2936341445","https://openalex.org/W2950250245","https://openalex.org/W2962774976","https://openalex.org/W2997591727","https://openalex.org/W3037467471","https://openalex.org/W3042269251","https://openalex.org/W3101749329","https://openalex.org/W3171142476","https://openalex.org/W3198686482","https://openalex.org/W3199794819","https://openalex.org/W3202491714","https://openalex.org/W4205106731","https://openalex.org/W4223941569","https://openalex.org/W6600554218","https://openalex.org/W6653760103","https://openalex.org/W6729613072","https://openalex.org/W6744476026","https://openalex.org/W6869608176"],"related_works":["https://openalex.org/W2307385607","https://openalex.org/W2049261842","https://openalex.org/W2983245704","https://openalex.org/W4386041267","https://openalex.org/W2898395619","https://openalex.org/W2545773065","https://openalex.org/W2091631669","https://openalex.org/W3210007660","https://openalex.org/W1534234863","https://openalex.org/W3032486492"],"abstract_inverted_index":{"The":[0],"performance":[1],"and":[2,17,34,77,98,126,145],"energy":[3],"efficiency":[4],"potential":[5],"of":[6,113,135],"heterogeneous":[7],"architectures":[8],"has":[9],"fueled":[10],"domain-specific":[11],"systems-on-chip":[12],"(DSSoCs)":[13],"that":[14,130],"integrate":[15],"general-purpose":[16],"domain-specialized":[18],"hardware":[19,52,124],"accelerators.":[20],"Decision":[21],"trees":[22],"(DTs)":[23],"perform":[24],"high-quality,":[25],"low-latency":[26],"task":[27],"scheduling":[28,43,96],"to":[29,63,93,101],"utilize":[30],"the":[31,95,114,142],"massive":[32],"parallelism":[33],"heterogeneity":[35],"in":[36],"DSSoCs":[37],"effectively.":[38],"However,":[39],"offline":[40],"trained":[41,138],"DT":[42,91,106,137],"policies":[44],"can":[45],"quickly":[46],"become":[47],"ineffective":[48],"when":[49],"applications":[50],"or":[51],"configurations":[53],"change.":[54],"There":[55],"is":[56],"a":[57,136],"critical":[58],"need":[59],"for":[60],"runtime":[61,109],"techniques":[62],"train":[64],"DTs":[65],"incrementally":[66],"without":[67],"sacrificing":[68],"accuracy":[69],"since":[70],"current":[71,147],"training":[72,116],"approaches":[73],"have":[74],"large":[75],"memory":[76],"computational":[78],"power":[79],"requirements.":[80],"To":[81],"address":[82],"this":[83],"need,":[84],"we":[85],"propose":[86],"INDENT,":[87],"an":[88],"incremental":[89],"online":[90],"framework":[92],"update":[94],"policy":[97],"adapt":[99],"it":[100],"unseen":[102],"scenarios.":[103],"INDENT":[104,131],"updates":[105],"schedulers":[107],"at":[108],"using":[110,141],"only":[111],"1--8%":[112],"original":[115],"data":[117],"embedded":[118],"during":[119],"training.":[120],"Thorough":[121],"evaluations":[122],"with":[123],"platforms":[125],"DSSoC":[127],"simulators":[128],"demonstrate":[129],"performs":[132],"within":[133],"5%":[134],"from":[139],"scratch":[140],"entire":[143],"dataset":[144],"outperforms":[146],"state-of-the-art":[148],"approaches.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-01-04T00:00:00"}