{"id":"https://openalex.org/W4327930465","doi":"https://doi.org/10.1145/3582016.3582026","title":"ABNDP: Co-optimizing Data Access and Load Balance in Near-Data Processing","display_name":"ABNDP: Co-optimizing Data Access and Load Balance in Near-Data Processing","publication_year":2023,"publication_date":"2023-03-20","ids":{"openalex":"https://openalex.org/W4327930465","doi":"https://doi.org/10.1145/3582016.3582026"},"language":"en","primary_location":{"id":"doi:10.1145/3582016.3582026","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3582016.3582026","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3582016.3582026","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3582016.3582026","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036896065","display_name":"Boyu Tian","orcid":"https://orcid.org/0000-0001-9482-1026"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Boyu Tian","raw_affiliation_strings":["Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011017270","display_name":"Qihang Chen","orcid":"https://orcid.org/0000-0001-9034-9895"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihang Chen","raw_affiliation_strings":["Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003379072","display_name":"Mingyu Gao","orcid":"https://orcid.org/0000-0001-9377-9292"},"institutions":[{"id":"https://openalex.org/I4210122302","display_name":"ShangHai JiAi Genetics & IVF Institute","ror":"https://ror.org/02rgbry52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122302"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyu Gao","raw_affiliation_strings":["Tsinghua University, China / Shanghai Qi Zhi Institute, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China / Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036896065"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":7.2041,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97882389,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9990000128746033,"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/T11181","display_name":"Advanced Data Storage Technologies","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/computer-science","display_name":"Computer science","score":0.8731443881988525},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6960668563842773},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.6536158919334412},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5986667275428772},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.5966264009475708},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5845727324485779},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5383535027503967},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5289856195449829},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5247635841369629},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4570193290710449},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36026328802108765},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3570835590362549},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3191062808036804},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.19112089276313782},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15672123432159424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8731443881988525},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6960668563842773},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.6536158919334412},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5986667275428772},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.5966264009475708},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5845727324485779},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5383535027503967},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5289856195449829},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5247635841369629},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4570193290710449},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36026328802108765},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3570835590362549},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3191062808036804},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.19112089276313782},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15672123432159424},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"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/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582016.3582026","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3582016.3582026","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3582016.3582026","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3582016.3582026","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3582016.3582026","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3582016.3582026","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G6501120897","display_name":null,"funder_award_id":"62072262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4327930465.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W601439785","https://openalex.org/W2016559894","https://openalex.org/W2035080386","https://openalex.org/W2048466306","https://openalex.org/W2092608522","https://openalex.org/W2093524602","https://openalex.org/W2109292926","https://openalex.org/W2152933730","https://openalex.org/W2414912620","https://openalex.org/W2565280077","https://openalex.org/W2794532328","https://openalex.org/W2952099486","https://openalex.org/W3042598257","https://openalex.org/W4214725219","https://openalex.org/W4230315356","https://openalex.org/W4251828973","https://openalex.org/W4285789112","https://openalex.org/W4299944580","https://openalex.org/W4390284994"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Near-Data":[0],"Processing":[1],"(NDP)":[2],"has":[3],"been":[4],"a":[5,62,95,133],"promising":[6],"architectural":[7],"paradigm":[8],"to":[9,84,102,160],"address":[10],"the":[11,46,74,109,112,116,141,146,152,155,162,173,188],"memory":[12,37,43],"wall":[13],"challenge":[14],"for":[15],"data-intensive":[16],"applications.":[17],"Typical":[18],"NDP":[19],"systems":[20,190],"based":[21],"on":[22],"3D-stacked":[23],"memories":[24],"contain":[25],"massive":[26],"parallel":[27],"processing":[28],"units,":[29],"each":[30],"of":[31,154,176,193],"which":[32,79],"can":[33,68,120],"access":[34,143,179],"its":[35],"local":[36],"as":[38,40],"well":[39],"other":[41],"remote":[42,53,128,142,178],"regions":[44],"in":[45,108,191],"system.":[47],"In":[48],"such":[49],"an":[50],"architecture,":[51],"minimizing":[52,177],"data":[54,105,118,157],"accesses":[55],"and":[56,97,123,145,150,181,185,197],"achieving":[57],"computation":[58,113,164],"load":[59,114,147,183],"balance":[60],"exhibit":[61],"fundamental":[63],"tradeoff,":[64],"where":[65,111],"existing":[66],"solutions":[67],"only":[69],"improve":[70],"one":[71],"but":[72],"sacrifice":[73],"other.":[75],"We":[76],"propose":[77],"ABNDP,":[78],"leverages":[80],"novel":[81,96],"hardware-software":[82],"co-optimizations":[83],"simultaneously":[85],"alleviate":[86],"these":[87],"two":[88,174],"issues":[89],"without":[90,125],"making":[91],"tradeoffs.":[92],"ABNDP":[93,130,170],"uses":[94],"efficient":[98],"distributed":[99,122],"DRAM":[100],"cache":[101],"allow":[103],"additional":[104],"caching":[106,158],"locations":[107,159],"system,":[110],"at":[115],"original":[117],"hotspots":[119],"be":[121],"balanced,":[124],"significantly":[126,186],"increasing":[127],"accesses.":[129],"also":[131],"adopts":[132],"hybrid":[134],"task":[135],"scheduling":[136],"policy":[137],"that":[138,169],"considers":[139],"both":[140,194],"cost":[144,180],"imbalance":[148],"impact,":[149],"exploits":[151],"flexibility":[153],"multiple":[156],"decide":[161],"best":[163],"place.":[165],"Our":[166],"evaluation":[167],"shows":[168],"successfully":[171],"achieves":[172],"goals":[175],"maintaining":[182],"balance,":[184],"outperforms":[187],"baseline":[189],"terms":[192],"performance":[195],"(1.7\u00d7)":[196],"energy":[198],"consumption":[199],"(25%).":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}