{"id":"https://openalex.org/W4413442501","doi":"https://doi.org/10.1109/coins65080.2025.11125720","title":"CATALYSE: Communication-aware Task Mapping for DNNs on Multicore Systems at Edge","display_name":"CATALYSE: Communication-aware Task Mapping for DNNs on Multicore Systems at Edge","publication_year":2025,"publication_date":"2025-08-04","ids":{"openalex":"https://openalex.org/W4413442501","doi":"https://doi.org/10.1109/coins65080.2025.11125720"},"language":"en","primary_location":{"id":"doi:10.1109/coins65080.2025.11125720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coins65080.2025.11125720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5119394153","display_name":"Ankit Ahirwar","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Ahirwar","raw_affiliation_strings":["Indian Institute of Science,Department of Computer Science and Automation,Bangalore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science,Department of Computer Science and Automation,Bangalore","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034794487","display_name":"Sumit K. Mandal","orcid":"https://orcid.org/0000-0002-3041-7486"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumit K. Mandal","raw_affiliation_strings":["Indian Institute of Science,Department of Computer Science and Automation,Bangalore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Science,Department of Computer Science and Automation,Bangalore","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2353837,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9970999956130981,"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/T13553","display_name":"Age of Information Optimization","score":0.9951000213623047,"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":0.780327558517456},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6789064407348633},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6695061922073364},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6459851264953613},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4147319495677948},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3837062418460846},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32657232880592346},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.27819210290908813},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12856754660606384},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09664002060890198},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08142450451850891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.780327558517456},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6789064407348633},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6695061922073364},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6459851264953613},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4147319495677948},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3837062418460846},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32657232880592346},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.27819210290908813},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12856754660606384},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09664002060890198},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08142450451850891}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coins65080.2025.11125720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coins65080.2025.11125720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2279098554","https://openalex.org/W2342840547","https://openalex.org/W2905967367","https://openalex.org/W2921384086","https://openalex.org/W3014810041","https://openalex.org/W3035560939","https://openalex.org/W3114687924","https://openalex.org/W3133445170","https://openalex.org/W3215253865","https://openalex.org/W4244024631","https://openalex.org/W4293243621","https://openalex.org/W4312199021","https://openalex.org/W4313496554","https://openalex.org/W4386264066","https://openalex.org/W4400579220"],"related_works":["https://openalex.org/W2128523353","https://openalex.org/W2107644726","https://openalex.org/W2406856881","https://openalex.org/W2011868109","https://openalex.org/W3041000698","https://openalex.org/W2528998362","https://openalex.org/W2112835356","https://openalex.org/W2029959048","https://openalex.org/W3023876411","https://openalex.org/W123152114"],"abstract_inverted_index":{"Deep":[0],"Neural":[1],"Networks":[2],"(DNN)":[3],"are":[4,24,86],"being":[5],"used":[6,165],"in":[7,13,115],"several":[8,87],"applications":[9],"on":[10,125,156],"edge":[11,38],"devices":[12,39],"real":[14,167],"time.":[15,113],"Moreover,":[16],"multiple":[17,43,60],"DNNs":[18,48,124,164],"rather":[19],"than":[20],"a":[21,35,142,157],"single":[22],"DNN":[23,82,89,100,132,150,189],"executed":[25],"at":[26,53,63,145,166],"the":[27,57,64,72,78,149,178],"same":[28],"time":[29,168],"to":[30,55,96,109,134,147,176,183,187],"perform":[31],"different":[32,68,131],"modalities":[33],"of":[34,42,59,77,81,99],"task.":[36],"State-of-the-art":[37],"typically":[40],"consist":[41],"processing":[44,61,69,154],"units":[45],"on-chip.":[46],"Therefore,":[47,114],"must":[49],"be":[50],"intelligently":[51],"scheduled":[52],"runtime":[54,146],"harness":[56],"capability":[58],"elements":[62,70,155],"fullest.":[65],"Communication":[66],"between":[67,138],"and":[71,91,140],"memory":[73],"constitute":[74],"significant":[75],"portion":[76],"total":[79],"latency":[80,98,137,180],"execution.":[83],"Although":[84],"there":[85],"state-of-the-art":[88,188],"scheduling":[90,122],"mapping":[92,190],"policies":[93],"which":[94],"aim":[95],"reduce":[97],"execution,":[101],"they":[102],"do":[103],"not":[104],"take":[105],"communication":[106,136],"into":[107],"account":[108],"minimize":[110,177],"their":[111],"execution":[112,179],"this":[116],"work":[117],"we":[118,129],"present":[119],"communication-aware":[120],"task":[121],"for":[123],"multicore":[126],"systems.":[127],"Specifically,":[128],"profile":[130],"layers":[133,151],"obtain":[135],"them":[139],"employ":[141],"greedy":[143],"algorithm":[144],"map":[148],"onto":[152],"available":[153],"system.":[158],"Extensive":[159],"experimental":[160],"evaluations":[161],"with":[162,185],"various":[163],"show":[169],"that":[170],"our":[171],"proposed":[172],"technique":[173],"is":[174],"able":[175],"by":[181],"up":[182],"46.60%":[184],"respect":[186],"technique.":[191]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
