{"id":"https://openalex.org/W4415295242","doi":"https://doi.org/10.1145/3725843.3756040","title":"SeaCache: Efficient and Adaptive Caching for Sparse Accelerators","display_name":"SeaCache: Efficient and Adaptive Caching for Sparse Accelerators","publication_year":2025,"publication_date":"2025-10-17","ids":{"openalex":"https://openalex.org/W4415295242","doi":"https://doi.org/10.1145/3725843.3756040"},"language":null,"primary_location":{"id":"doi:10.1145/3725843.3756040","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3725843.3756040","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3725843.3756040","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 58th IEEE/ACM International Symposium on Microarchitecture","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3725843.3756040","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058196045","display_name":"X. Li","orcid":null},"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":"Xintong Li","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-7461-8662","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinchen Jiang","orcid":"https://orcid.org/0009-0004-1039-619X"},"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":"Jinchen Jiang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-1039-619X","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026297396","display_name":"Mingyu Gao","orcid":"https://orcid.org/0000-0001-8433-7281"},"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, Beijing, China and Shanghai Qi Zhi Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8433-7281","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China and Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302","https://openalex.org/I99065089"]}]}],"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":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"944","last_page":"957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9987999796867371,"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":0.9987999796867371,"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":0.998199999332428,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.29899999499320984},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2775000035762787},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2712000012397766},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.24809999763965607},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.24390000104904175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6593999862670898},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3212999999523163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31679999828338623},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.29899999499320984},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24860000610351562},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.24390000104904175},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.23800000548362732}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3725843.3756040","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3725843.3756040","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3725843.3756040","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 58th IEEE/ACM International Symposium on Microarchitecture","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3725843.3756040","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3725843.3756040","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3725843.3756040","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 58th IEEE/ACM International Symposium on Microarchitecture","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415295242.pdf","grobid_xml":"https://content.openalex.org/works/W4415295242.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1976919080","https://openalex.org/W1985312666","https://openalex.org/W1987225815","https://openalex.org/W2035080386","https://openalex.org/W2065607954","https://openalex.org/W2101756288","https://openalex.org/W2411480360","https://openalex.org/W2521480511","https://openalex.org/W2625457103","https://openalex.org/W2725159389","https://openalex.org/W2794952988","https://openalex.org/W2925491732","https://openalex.org/W2945146780","https://openalex.org/W2979310060","https://openalex.org/W2979439447","https://openalex.org/W3016542674","https://openalex.org/W3016832937","https://openalex.org/W3103168911","https://openalex.org/W3106161546","https://openalex.org/W3155922894","https://openalex.org/W3158831985","https://openalex.org/W3158886433","https://openalex.org/W3187908937","https://openalex.org/W3188321821","https://openalex.org/W3205727737","https://openalex.org/W4214718338","https://openalex.org/W4232315234","https://openalex.org/W4234059337","https://openalex.org/W4281685651","https://openalex.org/W4281718481","https://openalex.org/W4300171661","https://openalex.org/W4318540786","https://openalex.org/W4327930517","https://openalex.org/W4360831960","https://openalex.org/W4387323274","https://openalex.org/W4389500318","https://openalex.org/W4395106386","https://openalex.org/W4411486524"],"related_works":[],"abstract_inverted_index":{"Sparse":[0],"tensor":[1],"computations":[2],"are":[3,22],"highly":[4],"memory-bound,":[5],"making":[6],"on-chip":[7,85],"data":[8,43,48,66,120,156],"reuse":[9],"in":[10,25],"SRAM":[11],"buffers":[12],"critical":[13],"to":[14,30,40,46,59,87,97,116,138,167],"the":[15,31,38,60,89,139,150,154,158,169,184],"performance":[16],"of":[17,33,62,186],"domain-specific":[18],"sparse":[19,27,65,104,176],"accelerators.On-demand":[20],"caches":[21],"commonly":[23],"used":[24,75],"recent":[26],"accelerators,":[28],"due":[29,58],"advantage":[32],"easy":[34],"space":[35,56,86,127,152],"allocation":[36],"and":[37,100,114,157],"ability":[39],"avoid":[41],"unnecessary":[42],"fetches":[44],"compared":[45],"scratchpad-style":[47],"buffering.However,":[49],"existing":[50],"cache":[51,69,123,151,177],"designs":[52,178],"suffer":[53],"from":[54],"inefficient":[55],"utilization":[57],"difficulty":[61],"fitting":[63],"variable-length":[64,119],"into":[67,121],"fixedsize":[68],"blocks.The":[70],"theoretically":[71],"optimal":[72,140],"replacement":[73,133,159],"policies":[74],"by":[76,179],"them":[77],"also":[78],"have":[79],"substantial":[80],"implementation":[81],"cost,":[82],"requiring":[83],"significant":[84],"manage":[88],"metadata.To":[90],"address":[91],"these":[92],"issues,":[93],"we":[94],"propose":[95],"SeaCache":[96],"enable":[98],"efficient":[99],"adaptive":[101,165],"caching":[102],"for":[103],"accelerators.SeaCache":[105],"includes":[106],"three":[107],"key":[108],"techniques.First,":[109],"it":[110,129,148],"incorporates":[111],"fiber":[112],"packing":[113],"splitting":[115],"efficiently":[117],"map":[118],"fixed-size":[122],"blocks":[124],"with":[125,162],"high":[126],"utilization.Second,":[128],"proposes":[130],"a":[131,144,163],"practical":[132],"policy":[134,160],"that":[135],"performs":[136],"similarly":[137],"one":[141],"but":[142],"has":[143],"much":[145],"cheaper":[146],"implementation.Third,":[147],"shares":[149],"between":[153],"actual":[155],"metadata,":[161],"two-phase":[164],"mechanism":[166],"decide":[168],"best":[170],"partition":[171],"ratio.Overall,":[172],"Sea-Cache":[173],"outperforms":[174],"state-of-the-art":[175],"2.8":[180],"on":[181],"average,":[182],"demonstrating":[183],"effectiveness":[185],"its":[187],"novel":[188],"optimizations.":[189]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-18T00:00:00"}