{"id":"https://openalex.org/W3005576145","doi":"https://doi.org/10.1109/reconfig48160.2019.8994768","title":"Isomorphic Subgraph-based Problem Reduction for Resource Minimal Modulo Scheduling","display_name":"Isomorphic Subgraph-based Problem Reduction for Resource Minimal Modulo Scheduling","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3005576145","doi":"https://doi.org/10.1109/reconfig48160.2019.8994768","mag":"3005576145"},"language":"en","primary_location":{"id":"doi:10.1109/reconfig48160.2019.8994768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/reconfig48160.2019.8994768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on ReConFigurable Computing and FPGAs (ReConFig)","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/A5053754764","display_name":"Patrick Sittel","orcid":"https://orcid.org/0000-0003-2896-3709"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patrick Sittel","raw_affiliation_strings":["University of Kassel"],"affiliations":[{"raw_affiliation_string":"University of Kassel","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034328761","display_name":"Nicolai Fiege","orcid":"https://orcid.org/0000-0002-4357-2119"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nicolai Fiege","raw_affiliation_strings":["University of Kassel"],"affiliations":[{"raw_affiliation_string":"University of Kassel","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016467458","display_name":"Martin Kumm","orcid":"https://orcid.org/0000-0002-8593-3138"},"institutions":[{"id":"https://openalex.org/I201850948","display_name":"Fulda University of Applied Sciences","ror":"https://ror.org/041bz9r75","country_code":"DE","type":"education","lineage":["https://openalex.org/I201850948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Kumm","raw_affiliation_strings":["University of Applied Sciences Fulda"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Fulda","institution_ids":["https://openalex.org/I201850948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002067478","display_name":"Peter Zipf","orcid":"https://orcid.org/0000-0003-4725-4246"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Zipf","raw_affiliation_strings":["University of Kassel"],"affiliations":[{"raw_affiliation_string":"University of Kassel","institution_ids":["https://openalex.org/I106157433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053754764"],"corresponding_institution_ids":["https://openalex.org/I106157433"],"apc_list":null,"apc_paid":null,"fwci":0.7223,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70571354,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9998000264167786,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9998000264167786,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9991000294685364,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9988999962806702,"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/modulo","display_name":"Modulo","score":0.8424058556556702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7164797782897949},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"High-level synthesis","score":0.7064731121063232},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6246363520622253},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5961011648178101},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5900216102600098},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5883755683898926},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4323166310787201},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.29856568574905396},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2447873055934906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22512969374656677},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14719265699386597},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.11077576875686646}],"concepts":[{"id":"https://openalex.org/C54732982","wikidata":"https://www.wikidata.org/wiki/Q1415345","display_name":"Modulo","level":2,"score":0.8424058556556702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7164797782897949},{"id":"https://openalex.org/C58013763","wikidata":"https://www.wikidata.org/wiki/Q5754574","display_name":"High-level synthesis","level":3,"score":0.7064731121063232},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6246363520622253},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5961011648178101},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5900216102600098},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5883755683898926},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4323166310787201},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.29856568574905396},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2447873055934906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22512969374656677},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14719265699386597},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.11077576875686646},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/reconfig48160.2019.8994768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/reconfig48160.2019.8994768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on ReConFigurable Computing and FPGAs (ReConFig)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1501488688","https://openalex.org/W1510837191","https://openalex.org/W1567363020","https://openalex.org/W1965846060","https://openalex.org/W1992908040","https://openalex.org/W2030898836","https://openalex.org/W2046938074","https://openalex.org/W2071189607","https://openalex.org/W2110227767","https://openalex.org/W2123412205","https://openalex.org/W2145601734","https://openalex.org/W2154209875","https://openalex.org/W2170195508","https://openalex.org/W2170726034","https://openalex.org/W2291098396","https://openalex.org/W2530146034","https://openalex.org/W2786716245","https://openalex.org/W2803043552","https://openalex.org/W2945676406","https://openalex.org/W2967111204","https://openalex.org/W4246009290","https://openalex.org/W6682520797","https://openalex.org/W6685146747","https://openalex.org/W6696849483"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2027972911","https://openalex.org/W2146343568","https://openalex.org/W2530146034","https://openalex.org/W4239489018","https://openalex.org/W1924077319","https://openalex.org/W2619340758"],"abstract_inverted_index":{"Modulo":[0],"scheduling":[1,59],"is":[2,49],"a":[3,75],"powerful":[4],"method":[5],"to":[6,24,30,55,85,126],"increase":[7],"throughput":[8,33],"in":[9,53,110],"high-level":[10],"synthesis":[11],"for":[12,87,105],"digital":[13],"hardware":[14],"design.":[15],"When":[16],"facing":[17],"large":[18,88],"designs,":[19],"optimal":[20,65,120],"approaches":[21],"are":[22],"likely":[23],"time":[25,77,124],"out":[26],"and":[27,34,69,83],"heuristics":[28],"fail":[29],"provide":[31],"satisfying":[32],"latency.":[35],"We":[36],"propose":[37],"an":[38],"isomorphic":[39],"subgraph-based":[40],"reduction":[41],"of":[42,79],"the":[43,57,64,91,95,122],"input":[44],"data-flow":[45],"graph":[46],"(DFG)":[47],"that":[48],"applied":[50],"before":[51],"scheduling,":[52,112],"order":[54],"solve":[56],"modulo":[58,107],"problem":[60],"faster":[61],"without":[62,129],"changing":[63],"initiation":[66],"interval":[67],"(II)":[68],"allocated":[70],"hardware.":[71],"Our":[72],"results":[73],"show":[74],"solving":[76],"speedup":[78],"5\u00d7":[80],"on":[81,103],"average":[82,104],"up":[84],"102\u00d7":[86],"designs.":[89],"Using":[90],"proposed":[92],"pre-processing":[93],"step,":[94],"II":[96],"achieved":[97],"could":[98,114],"be":[99],"reduced":[100],"by":[101],"33%":[102],"SDC-based":[106],"schedulers.":[108],"And":[109],"ILP-based":[111],"we":[113],"classify":[115],"15%":[116],"more":[117],"solutions":[118,127],"as":[119],"within":[121],"same":[123],"compared":[125],"provided":[128],"applying":[130],"our":[131],"transformation.":[132]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}