{"id":"https://openalex.org/W4386764828","doi":"https://doi.org/10.1109/dac56929.2023.10247955","title":"Lightning Talk: Model, Framework and Integration for In-Storage Computing with Computational SSDs","display_name":"Lightning Talk: Model, Framework and Integration for In-Storage Computing with Computational SSDs","publication_year":2023,"publication_date":"2023-07-09","ids":{"openalex":"https://openalex.org/W4386764828","doi":"https://doi.org/10.1109/dac56929.2023.10247955"},"language":"en","primary_location":{"id":"doi:10.1109/dac56929.2023.10247955","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dac56929.2023.10247955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 60th ACM/IEEE Design Automation Conference (DAC)","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/A5100417411","display_name":"Tianyu Wang","orcid":"https://orcid.org/0000-0001-7030-1990"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianyu Wang","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101596732","display_name":"Jin Xue","orcid":"https://orcid.org/0000-0002-7528-8446"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Xue","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026202694","display_name":"Zelin Du","orcid":"https://orcid.org/0000-0002-6496-2669"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zelin Du","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100601882","display_name":"Zhiqi Wang","orcid":"https://orcid.org/0000-0003-4536-6252"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqi Wang","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102556319","display_name":"Yaotian Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaotian Cui","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101639532","display_name":"Zili Shao","orcid":"https://orcid.org/0000-0002-2173-2847"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zili Shao","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100417411"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13424194,"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":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9939000010490417,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9779999852180481,"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":0.838568925857544},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6884794235229492},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5775575041770935},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5447985529899597},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5117580890655518},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.47148916125297546},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.43784299492836},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.4364074170589447},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.39803874492645264},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3253277540206909},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20022514462471008},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12585484981536865},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08736860752105713},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07456770539283752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838568925857544},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6884794235229492},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5775575041770935},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5447985529899597},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5117580890655518},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.47148916125297546},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.43784299492836},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4364074170589447},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.39803874492645264},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3253277540206909},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20022514462471008},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12585484981536865},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08736860752105713},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07456770539283752}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dac56929.2023.10247955","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dac56929.2023.10247955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 60th ACM/IEEE Design Automation Conference (DAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2791844663","https://openalex.org/W2950590973","https://openalex.org/W2988353338","https://openalex.org/W3011542589","https://openalex.org/W4280630376","https://openalex.org/W4312630909","https://openalex.org/W6749289006","https://openalex.org/W6775311109"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":{"In-storage":[0],"computing":[1,66],"with":[2,25,67],"computational":[3],"SSDs":[4,34],"is":[5],"emerging":[6],"as":[7,19],"one":[8],"effective":[9],"solution":[10],"for":[11,60,80],"I/O":[12],"bottlenecks":[13],"in":[14],"big":[15],"data":[16,41,84],"applications":[17,61],"such":[18],"AI":[20],"learning":[21],"model":[22],"training.":[23],"Specifically,":[24],"in-SSD":[26,65,81],"computing,":[27,82],"computation":[28],"can":[29,50],"be":[30,44,51],"pushed":[31],"down":[32],"to":[33,47,62],"and":[35,69,88,91],"the":[36,39,48],"volume":[37],"of":[38],"output":[40],"that":[42],"will":[43],"transferred":[45],"back":[46],"host":[49],"greatly":[52],"reduced.":[53],"However,":[54],"there":[55],"are":[56],"several":[57],"fundamental":[58],"issues":[59],"fully":[63],"exploit":[64],"simple":[68],"efficient":[70],"function":[71],"offloading.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76],"present":[77],"three":[78],"challenges":[79],"namely,":[83],"model,":[85],"programming":[86],"framework,":[87],"storage/computing":[89],"integration,":[90],"discuss":[92],"possible":[93],"research":[94],"directions.":[95]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
