{"id":"https://openalex.org/W2058963211","doi":"https://doi.org/10.1109/msst.2010.5496981","title":"Enabling active storage on parallel I/O software stacks","display_name":"Enabling active storage on parallel I/O software stacks","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2058963211","doi":"https://doi.org/10.1109/msst.2010.5496981","mag":"2058963211"},"language":"en","primary_location":{"id":"doi:10.1109/msst.2010.5496981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msst.2010.5496981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST)","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/A5102805559","display_name":"Seung Woo Son","orcid":"https://orcid.org/0000-0001-8922-418X"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seung Woo Son","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, USA","Mathematics and Computer Science Division, Argonne National Laboratory#TAB#"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory#TAB#","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111922491","display_name":"Samuel Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Lang","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, USA","Mathematics and Computer Science Division, Argonne National Laboratory#TAB#"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory#TAB#","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080710173","display_name":"Philip Carns","orcid":"https://orcid.org/0000-0002-3963-9923"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Carns","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, USA","Mathematics and Computer Science Division, Argonne National Laboratory#TAB#"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory#TAB#","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036808423","display_name":"Robert Ross","orcid":"https://orcid.org/0000-0002-5435-5857"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Ross","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, USA","Mathematics and Computer Science Division, Argonne National Laboratory#TAB#"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory#TAB#","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014920685","display_name":"Rajeev Thakur","orcid":"https://orcid.org/0000-0002-5532-3048"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajeev Thakur","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, USA","Mathematics and Computer Science Division, Argonne National Laboratory#TAB#"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory#TAB#","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003720040","display_name":"Berkin \u00d6z\u0131\u1e63\u0131ky\u0131lmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Berkin Ozisikyilmaz","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Northwestern University, USA","Department of Electrical Engineering & Computer Science; Northwestern University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical Engineering & Computer Science; Northwestern University","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068557952","display_name":"Prabhat Kumar","orcid":"https://orcid.org/0000-0003-0921-5166"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prabhat Kumar","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Northwestern University, USA","Department of Electrical Engineering & Computer Science; Northwestern University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical Engineering & Computer Science; Northwestern University","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047602285","display_name":"Wei\u2010keng Liao","orcid":"https://orcid.org/0009-0008-9411-2543"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei-Keng Liao","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Northwestern University, USA","Department of Electrical Engineering & Computer Science; Northwestern University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical Engineering & Computer Science; Northwestern University","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074976770","display_name":"Alok Choudhary","orcid":"https://orcid.org/0000-0001-8152-6319"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alok Choudhary","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Northwestern University, USA","Department of Electrical Engineering & Computer Science; Northwestern University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical Engineering & Computer Science; Northwestern University","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5102805559"],"corresponding_institution_ids":["https://openalex.org/I1282105669"],"apc_list":null,"apc_paid":null,"fwci":6.7663,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.97083764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9969000220298767,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8599498271942139},{"id":"https://openalex.org/keywords/file-system","display_name":"File system","score":0.6625495553016663},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5449151396751404},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5019400119781494},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5008225440979004},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.49012860655784607},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4724469780921936},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4673255980014801},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46142441034317017},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4359245002269745},{"id":"https://openalex.org/keywords/parallel-i/o","display_name":"Parallel I/O","score":0.4193929433822632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8599498271942139},{"id":"https://openalex.org/C2780940931","wikidata":"https://www.wikidata.org/wiki/Q174989","display_name":"File system","level":2,"score":0.6625495553016663},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5449151396751404},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5019400119781494},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5008225440979004},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.49012860655784607},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4724469780921936},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4673255980014801},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46142441034317017},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4359245002269745},{"id":"https://openalex.org/C2781057727","wikidata":"https://www.wikidata.org/wiki/Q9941","display_name":"Parallel I/O","level":2,"score":0.4193929433822632},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/msst.2010.5496981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msst.2010.5496981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.476.442","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.476.442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://users.eecs.northwestern.edu/~choudhar/Publications/EnablingActiveStorageParallelIOStacks.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.649.9449","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.649.9449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cucis.ece.northwestern.edu/publications/pdf/SonLan10.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W61970457","https://openalex.org/W106717663","https://openalex.org/W165358723","https://openalex.org/W1488257135","https://openalex.org/W1509932472","https://openalex.org/W1573548168","https://openalex.org/W1584212636","https://openalex.org/W1585565515","https://openalex.org/W1772238530","https://openalex.org/W1813030236","https://openalex.org/W1861377444","https://openalex.org/W1866258420","https://openalex.org/W1975677592","https://openalex.org/W1977895627","https://openalex.org/W2021890516","https://openalex.org/W2050442638","https://openalex.org/W2078797607","https://openalex.org/W2086792733","https://openalex.org/W2097013340","https://openalex.org/W2102963745","https://openalex.org/W2105193570","https://openalex.org/W2109419668","https://openalex.org/W2110298485","https://openalex.org/W2110374314","https://openalex.org/W2112641819","https://openalex.org/W2114303224","https://openalex.org/W2115763618","https://openalex.org/W2119565742","https://openalex.org/W2127861928","https://openalex.org/W2128939592","https://openalex.org/W2130264549","https://openalex.org/W2131645490","https://openalex.org/W2140512297","https://openalex.org/W2144823948","https://openalex.org/W2146407666","https://openalex.org/W2150159458","https://openalex.org/W2151499461","https://openalex.org/W2156077349","https://openalex.org/W2159761515","https://openalex.org/W2163726882","https://openalex.org/W2173213060","https://openalex.org/W2498102725","https://openalex.org/W3144348968","https://openalex.org/W3151389952","https://openalex.org/W4232516836","https://openalex.org/W4239670432","https://openalex.org/W4241729224","https://openalex.org/W4243700854","https://openalex.org/W6602569472","https://openalex.org/W6629403670","https://openalex.org/W6630219069","https://openalex.org/W6638121244","https://openalex.org/W6639149750","https://openalex.org/W6639193275","https://openalex.org/W6672323963","https://openalex.org/W6675547705","https://openalex.org/W6676551325","https://openalex.org/W6676560735","https://openalex.org/W6679341293","https://openalex.org/W6679471073","https://openalex.org/W6680938160","https://openalex.org/W6682404494","https://openalex.org/W6683343296"],"related_works":["https://openalex.org/W2064254674","https://openalex.org/W3097895792","https://openalex.org/W51042773","https://openalex.org/W1494199733","https://openalex.org/W1516963140","https://openalex.org/W2898657440","https://openalex.org/W2151048758","https://openalex.org/W4205104223","https://openalex.org/W150529979","https://openalex.org/W3004146676"],"abstract_inverted_index":{"As":[0],"data":[1,16,58,172],"sizes":[2],"continue":[3],"to":[4,64,93,115,133],"increase,":[5],"the":[6,36,88,111,129,134,139,184,197,201,228],"concept":[7,22],"of":[8,31,90,105,161,187,200,236,241],"active":[9,53,163],"storage":[10,54,164,230],"is":[11,108],"well":[12],"fitted":[13],"for":[14,149],"many":[15],"analysis":[17,78,173],"kernels.":[18],"Nevertheless,":[19],"while":[20],"this":[21,46],"has":[23,41],"been":[24,42],"investigated":[25],"and":[26,50,61,151,166,195,243],"deployed":[27],"in":[28,82],"a":[29,69,159,216,233],"number":[30,240],"forms,":[32],"enabling":[33],"it":[34],"from":[35,67],"parallel":[37,70,83,94],"I/O":[38,71,131],"software":[39],"stack":[40],"largely":[43],"unexplored.":[44],"In":[45,73,113],"paper,":[47],"we":[48],"propose":[49],"evaluate":[51],"an":[52,98],"system":[55,165,182],"that":[56,103,179,196,223],"allows":[57],"analysis,":[59],"mining,":[60],"statistical":[62],"operations":[63,119],"be":[65,206],"executed":[66,214],"within":[68],"interface.":[72],"our":[74,126,162,180,224],"proposed":[75,181],"scheme,":[76],"common":[77],"kernels":[79,92,107],"are":[80],"embedded":[81,106],"file":[84,95,121,130],"systems.":[85],"We":[86,156,220],"expose":[87],"semantics":[89],"these":[91],"systems":[96],"through":[97,210],"enhanced":[99],"runtime":[100],"interface":[101],"so":[102],"execution":[104],"possible":[109],"on":[110,138,193],"server.":[112],"order":[114],"allow":[116],"complete":[117],"server-side":[118,145],"without":[120],"format":[122],"or":[123],"layout":[124],"manipulation,":[125],"scheme":[127,142,225],"adjusts":[128],"buffer":[132],"computational":[135,218,244],"unit":[136],"boundary":[137],"fly.":[140],"Our":[141,175],"also":[143,221],"uses":[144],"collective":[146],"communication":[147],"primitives":[148],"reduction":[150],"aggregation":[152],"using":[153,170],"interserver":[154],"communication.":[155],"have":[157],"implemented":[158],"prototype":[160],"demonstrate":[167],"its":[168],"benefits":[169],"four":[171,189],"benchmarks.":[174],"experimental":[176],"results":[177],"show":[178,222],"improves":[183],"overall":[185],"performance":[186],"all":[188],"benchmarks":[190],"by":[191,208],"50.9%":[192],"average":[194],"compute-intensive":[198],"portion":[199],"k-means":[202],"clustering":[203],"kernel":[204],"can":[205],"improved":[207],"58.4%":[209],"GPU":[211],"offloading":[212],"when":[213],"with":[215,232],"larger":[217],"load.":[219],"consistently":[226],"outperforms":[227],"traditional":[229],"model":[231],"wide":[234],"variety":[235],"input":[237],"dataset":[238],"sizes,":[239],"nodes,":[242],"loads.":[245]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
