{"id":"https://openalex.org/W2063368677","doi":"https://doi.org/10.1145/2807591.2807650","title":"Smart","display_name":"Smart","publication_year":2015,"publication_date":"2015-10-27","ids":{"openalex":"https://openalex.org/W2063368677","doi":"https://doi.org/10.1145/2807591.2807650","mag":"2063368677"},"language":"en","primary_location":{"id":"doi:10.1145/2807591.2807650","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2807591.2807650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","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/A5002554718","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0001-7269-8039"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Wang","raw_affiliation_strings":["The Ohio State University, Columbus, OH","The Ohio State University, Columbus (OH)#TAB#"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"The Ohio State University, Columbus (OH)#TAB#","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025342178","display_name":"Gagan Agrawal","orcid":"https://orcid.org/0000-0002-2923-5327"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gagan Agrawal","raw_affiliation_strings":["The Ohio State University, Columbus, OH","The Ohio State University, Columbus (OH)#TAB#"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"The Ohio State University, Columbus (OH)#TAB#","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038566298","display_name":"Tekin Bi\u00e7er","orcid":"https://orcid.org/0000-0002-8428-5159"},"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":"Tekin Bicer","raw_affiliation_strings":["Argonne National Laboratory, Lemont, IL"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059828821","display_name":"Wei Jiang","orcid":"https://orcid.org/0000-0002-3719-3710"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Jiang","raw_affiliation_strings":["Quantcast Corp"],"affiliations":[{"raw_affiliation_string":"Quantcast Corp","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002554718"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":22.2488,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.99290052,"is_in_top_1_percent":true,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994000196456909,"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":0.9983000159263611,"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":0.8582451343536377},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.674542248249054},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6646132469177246},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5790829062461853},{"id":"https://openalex.org/keywords/copying","display_name":"Copying","score":0.49076566100120544},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.47969409823417664},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.46847501397132874},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.375712513923645},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34048712253570557},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2218705415725708},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13487547636032104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8582451343536377},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.674542248249054},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6646132469177246},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5790829062461853},{"id":"https://openalex.org/C2779151265","wikidata":"https://www.wikidata.org/wiki/Q1156791","display_name":"Copying","level":2,"score":0.49076566100120544},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47969409823417664},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.46847501397132874},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.375712513923645},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34048712253570557},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2218705415725708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13487547636032104},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2807591.2807650","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2807591.2807650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W118291038","https://openalex.org/W603723648","https://openalex.org/W1961332808","https://openalex.org/W1963512661","https://openalex.org/W1969851719","https://openalex.org/W1977604140","https://openalex.org/W1982183261","https://openalex.org/W1993834204","https://openalex.org/W1995372349","https://openalex.org/W2004010764","https://openalex.org/W2008559335","https://openalex.org/W2011208861","https://openalex.org/W2013017897","https://openalex.org/W2015673362","https://openalex.org/W2017535462","https://openalex.org/W2020653682","https://openalex.org/W2024312439","https://openalex.org/W2026651123","https://openalex.org/W2028705462","https://openalex.org/W2029483972","https://openalex.org/W2029878928","https://openalex.org/W2030165200","https://openalex.org/W2034532867","https://openalex.org/W2036725540","https://openalex.org/W2037360823","https://openalex.org/W2037712729","https://openalex.org/W2042494348","https://openalex.org/W2044010008","https://openalex.org/W2048946519","https://openalex.org/W2065431209","https://openalex.org/W2077666540","https://openalex.org/W2081447850","https://openalex.org/W2091309699","https://openalex.org/W2096165224","https://openalex.org/W2098638772","https://openalex.org/W2098935637","https://openalex.org/W2100750049","https://openalex.org/W2102130607","https://openalex.org/W2104237323","https://openalex.org/W2104644701","https://openalex.org/W2106908463","https://openalex.org/W2108841814","https://openalex.org/W2110086534","https://openalex.org/W2113913767","https://openalex.org/W2118108504","https://openalex.org/W2121243315","https://openalex.org/W2122465391","https://openalex.org/W2128471584","https://openalex.org/W2131975293","https://openalex.org/W2132462387","https://openalex.org/W2139635799","https://openalex.org/W2147330767","https://openalex.org/W2147416984","https://openalex.org/W2150823344","https://openalex.org/W2151287082","https://openalex.org/W2152323874","https://openalex.org/W2153423033","https://openalex.org/W2153704625","https://openalex.org/W2158535916","https://openalex.org/W2159825340","https://openalex.org/W2166837162","https://openalex.org/W2168067900","https://openalex.org/W2189465200","https://openalex.org/W2215904967","https://openalex.org/W2912802084","https://openalex.org/W2951128501","https://openalex.org/W4249823756","https://openalex.org/W6600634475","https://openalex.org/W6687322159","https://openalex.org/W6758383543"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"In-situ":[0],"analytics":[1,53,114,157,174],"has":[2],"lately":[3],"been":[4],"shown":[5],"to":[6,11,155],"be":[7,46,116],"an":[8,22,47],"effective":[9],"approach":[10],"reduce":[12],"both":[13,130],"I/O":[14],"and":[15,36,67,92,133,164,173,181],"storage":[16],"costs":[17],"for":[18,50,78,137],"scientific":[19,52,65],"analytics.":[20,107],"Developing":[21],"efficient":[23,63],"in-situ":[24,64,79,106],"implementation,":[25],"however,":[26],"involves":[27],"many":[28],"challenges,":[29],"including":[30],"parallelization,":[31],"data":[32,87,152],"movement":[33],"or":[34],"sharing,":[35],"resource":[37],"allocation.":[38],"Based":[39],"on":[40,177],"the":[41,75,101,119,139,145,156,161],"premise":[42],"that":[43,61,71,98,113],"MapReduce":[44,76],"can":[45,84,115],"appropriate":[48],"API":[49,97],"specifying":[51],"applications,":[54],"we":[55],"present":[56],"a":[57,95,124],"novel":[58],"MapReduce-like":[59],"framework":[60,109],"supports":[62],"analytics,":[66],"address":[68],"several":[69],"challenges":[70],"arise":[72],"in":[73,141],"applying":[74],"idea":[77],"processing.":[80],"Specifically,":[81],"our":[82,167],"implementation":[83],"load":[85],"simulated":[86],"directly":[88],"from":[89,118,153],"distributed":[90],"memory,":[91],"it":[93],"uses":[94],"modified":[96],"helps":[99],"meet":[100],"strict":[102],"memory":[103],"constraints":[104],"of":[105,123,151,166],"The":[108],"is":[110],"designed":[111],"so":[112],"launched":[117],"parallel":[120],"code":[121],"region":[122],"simulation":[125,154,172],"program.":[126,158],"We":[127,159],"have":[128],"developed":[129],"time":[131],"sharing":[132,135],"space":[134],"modes":[136],"maximizing":[138],"performance":[140],"different":[142,171],"scenarios,":[143],"with":[144,179],"former":[146],"even":[147],"avoiding":[148],"any":[149],"copying":[150],"demonstrate":[160],"functionality,":[162],"efficiency,":[163],"scalability":[165],"system,":[168],"by":[169],"using":[170],"programs,":[175],"executed":[176],"clusters":[178],"multi-core":[180],"many-core":[182],"nodes.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
