{"id":"https://openalex.org/W4404133750","doi":"https://doi.org/10.1145/3649329.3657348","title":"Execution Sequence Optimization for Processing In-Memory using Parallel Data Preparation","display_name":"Execution Sequence Optimization for Processing In-Memory using Parallel Data Preparation","publication_year":2024,"publication_date":"2024-06-23","ids":{"openalex":"https://openalex.org/W4404133750","doi":"https://doi.org/10.1145/3649329.3657348"},"language":"en","primary_location":{"id":"doi:10.1145/3649329.3657348","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649329.3657348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 61st ACM/IEEE Design Automation Conference","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/A5013959644","display_name":"Muhammad Rashedul Haq Rashed","orcid":"https://orcid.org/0000-0003-0450-695X"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad Rashedul Haq Rashed","raw_affiliation_strings":["University of Central Florida, Orlando, FL, United States"],"raw_orcid":"https://orcid.org/0000-0003-0450-695X","affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016081779","display_name":"Sven Thijssen","orcid":"https://orcid.org/0000-0001-8522-4617"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sven Thijssen","raw_affiliation_strings":["University of Central Florida, Orlando, FL, United States"],"raw_orcid":"https://orcid.org/0000-0001-8522-4617","affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005032482","display_name":"Dominic A. Simon","orcid":"https://orcid.org/0009-0004-9122-1526"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dominic Simon","raw_affiliation_strings":["University of Central Florida, Orlando, FL, United States"],"raw_orcid":"https://orcid.org/0009-0004-9122-1526","affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075978538","display_name":"Sumit Kumar Jha","orcid":"https://orcid.org/0000-0003-0354-2940"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sumit Jha","raw_affiliation_strings":["Florida International University, Miami, FL, United States"],"raw_orcid":"https://orcid.org/0000-0003-0354-2940","affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, United States","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014892277","display_name":"Rickard Ewetz","orcid":"https://orcid.org/0000-0002-4183-6926"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rickard Ewetz","raw_affiliation_strings":["University of Central Florida, Orlando, FL, United States"],"raw_orcid":"https://orcid.org/0000-0002-4183-6926","affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7921370267868042},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.649094820022583},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5923352241516113},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.41513848304748535},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3659254312515259},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33810511231422424},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.22291186451911926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7921370267868042},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.649094820022583},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5923352241516113},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.41513848304748535},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3659254312515259},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33810511231422424},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.22291186451911926},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649329.3657348","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649329.3657348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 61st ACM/IEEE Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5126296624","display_name":"Collaborative Research: FMitF: Track I: Synthesis and Verification of In-Memory Computing Systems using Formal Methods","funder_award_id":"2404036","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5229134912","display_name":"Collaborative Research: FMitF: Track I: Synthesis and Verification of In-Memory Computing Systems using Formal Methods","funder_award_id":"2319399","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5852182105","display_name":"SPX: Collaborative Research: Automated Synthesis of Extreme-Scale Computing Systems Using Non-Volatile Memory","funder_award_id":"2408925","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2013028205","https://openalex.org/W2025674646","https://openalex.org/W2081729575","https://openalex.org/W2140153041","https://openalex.org/W2407339173","https://openalex.org/W2725159389","https://openalex.org/W2799942529","https://openalex.org/W3013080934","https://openalex.org/W3027335838","https://openalex.org/W3096230432","https://openalex.org/W3128451613","https://openalex.org/W3132408286","https://openalex.org/W4223956519","https://openalex.org/W4224994116","https://openalex.org/W4235625704","https://openalex.org/W4243519499","https://openalex.org/W4291288469","https://openalex.org/W4312121163","https://openalex.org/W6659374036"],"related_works":["https://openalex.org/W2115140794","https://openalex.org/W2112284452","https://openalex.org/W2041120224","https://openalex.org/W1504320321","https://openalex.org/W2067902980","https://openalex.org/W2548529098","https://openalex.org/W4231937131","https://openalex.org/W4312275919","https://openalex.org/W323219885","https://openalex.org/W2063928587"],"abstract_inverted_index":{"Processing":[0],"in-memory":[1,24],"(PIM)":[2],"promises":[3],"to":[4,113,134],"unleash":[5],"unprecedented":[6],"computing":[7],"capabilities":[8],"for":[9,47,98,138],"high-data-rate":[10],"applications.":[11],"Computation":[12],"using":[13,31,102,157],"PIM":[14],"is":[15,45,112,143,155],"performed":[16],"by":[17,176],"breaking":[18],"down":[19],"computationally":[20],"expensive":[21],"operations":[22],"into":[23],"kernels":[25],"that":[26,40,71,94],"can":[27],"be":[28],"efficiently":[29],"executed":[30],"non-volatile":[32],"memory.":[33,186],"Logic":[34],"styles":[35],"such":[36],"as":[37],"MAGIC":[38],"require":[39],"each":[41],"output":[42],"memory":[43,63,128,137],"cell":[44],"prepared":[46,76,123,131],"evaluation":[48],"before":[49],"executing":[50],"the":[51,59,91,96,110,126,136,161],"functional":[52,139],"logic":[53],"operation.":[54],"State-of-the-art":[55],"synthesis":[56,167],"algorithms":[57],"perform":[58],"preparation":[60,84,101,116],"immediately":[61],"after":[62],"cells":[64,74,129],"have":[65],"expired.":[66],"Unfortunately,":[67],"this":[68,87],"results":[69],"in":[70,132,184],"columns":[72],"of":[73,79,109,145,149],"are":[75,120,130,173],"greedily,":[77],"instead":[78],"leveraging":[80],"efficient":[81],"parallel":[82,99,133],"data":[83,115],"instructions.":[85],"In":[86],"paper,":[88],"we":[89],"propose":[90],"PREP":[92,153],"framework":[93,111,142,154],"maximizes":[95],"opportunities":[97],"column":[100],"execution":[103],"sequence":[104],"optimization.":[105],"The":[106,141,152],"key":[107],"idea":[108],"postpone":[114],"instructions":[117],"until":[118],"there":[119],"no":[121,181],"available":[122],"cells.":[124],"Next,":[125],"accumulated":[127],"release":[135],"evaluations.":[140],"capable":[144],"exploring":[146],"a":[147],"frontier":[148],"area-performance":[150],"solutions.":[151],"evaluated":[156],"15":[158],"benchmarks":[159],"from":[160],"SuiteSparse":[162],"library.":[163],"Compared":[164],"with":[165,180],"state-of-the-art":[166],"tools,":[168],"energy":[169],"consumption":[170],"and":[171,178],"latency":[172],"respectively":[174],"reduced":[175],"27%":[177],"25%":[179],"additional":[182],"cost":[183],"crossbar":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}