{"id":"https://openalex.org/W2539253622","doi":"https://doi.org/10.1145/2966884.2966920","title":"How I Learned to Stop Worrying and Love In Situ Analytics","display_name":"How I Learned to Stop Worrying and Love In Situ Analytics","publication_year":2016,"publication_date":"2016-09-25","ids":{"openalex":"https://openalex.org/W2539253622","doi":"https://doi.org/10.1145/2966884.2966920","mag":"2539253622"},"language":"en","primary_location":{"id":"doi:10.1145/2966884.2966920","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2966884.2966920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd European MPI Users' Group Meeting","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1394099","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018865548","display_name":"Scott Levy","orcid":"https://orcid.org/0000-0002-2232-3201"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Levy","raw_affiliation_strings":["Center for Computing Research, Sandia National Laboratories"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computing Research, Sandia National Laboratories","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020783484","display_name":"Kurt Brian Ferreira","orcid":"https://orcid.org/0000-0001-5607-5691"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kurt B. Ferreira","raw_affiliation_strings":["Center for Computing Research, Sandia National Laboratories"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computing Research, Sandia National Laboratories","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005946388","display_name":"Patrick Widener","orcid":"https://orcid.org/0000-0002-5882-0816"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Widener","raw_affiliation_strings":["Center for Computing Research, Sandia National Laboratories"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computing Research, Sandia National Laboratories","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052769561","display_name":"Patrick G. Bridges","orcid":"https://orcid.org/0000-0003-4801-0390"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick G. Bridges","raw_affiliation_strings":["Department of Computer Science, University of New Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of New Mexico","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081116045","display_name":"Oscar H. Mondrag\u00f3n","orcid":"https://orcid.org/0000-0002-5772-6545"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oscar H. Mondragon","raw_affiliation_strings":["Department of Computer Science, University of New Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of New Mexico","institution_ids":["https://openalex.org/I169521973"]}]}],"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":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"153"},"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":0.9991999864578247,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9975000023841858,"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":0.8599997758865356},{"id":"https://openalex.org/keywords/synchronizing","display_name":"Synchronizing","score":0.7318593263626099},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6759753823280334},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6524420976638794},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6270880699157715},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5254793763160706},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5215511322021484},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.5191347002983093},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38254866003990173},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32499247789382935},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14007997512817383},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1142694354057312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8599997758865356},{"id":"https://openalex.org/C162932704","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Synchronizing","level":3,"score":0.7318593263626099},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6759753823280334},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6524420976638794},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6270880699157715},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5254793763160706},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5215511322021484},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5191347002983093},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38254866003990173},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32499247789382935},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14007997512817383},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1142694354057312},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2966884.2966920","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2966884.2966920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd European MPI Users' Group Meeting","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1394099","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1394099","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1394099","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1394099","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6499999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W153293336","https://openalex.org/W1575350781","https://openalex.org/W1967005434","https://openalex.org/W1971952282","https://openalex.org/W1980202838","https://openalex.org/W2015673362","https://openalex.org/W2019465613","https://openalex.org/W2021361430","https://openalex.org/W2028443395","https://openalex.org/W2029023406","https://openalex.org/W2029804882","https://openalex.org/W2062011830","https://openalex.org/W2065044274","https://openalex.org/W2067617155","https://openalex.org/W2068975988","https://openalex.org/W2084557272","https://openalex.org/W2097215900","https://openalex.org/W2097406530","https://openalex.org/W2102496191","https://openalex.org/W2112422032","https://openalex.org/W2113913767","https://openalex.org/W2117127170","https://openalex.org/W2131613942","https://openalex.org/W2131987467","https://openalex.org/W2136666612","https://openalex.org/W2139635799","https://openalex.org/W2144806266","https://openalex.org/W2155598399","https://openalex.org/W2158850657","https://openalex.org/W2163134401","https://openalex.org/W2164945803","https://openalex.org/W2170928486","https://openalex.org/W2292454770","https://openalex.org/W2328854365","https://openalex.org/W2470920449","https://openalex.org/W2502104792","https://openalex.org/W3149311568","https://openalex.org/W4242424635","https://openalex.org/W4251681643"],"related_works":["https://openalex.org/W2116519977","https://openalex.org/W2315567295","https://openalex.org/W1981446230","https://openalex.org/W2365128652","https://openalex.org/W2356659732","https://openalex.org/W2995644389","https://openalex.org/W1581301957","https://openalex.org/W3202423486","https://openalex.org/W2356421920","https://openalex.org/W2107002852"],"abstract_inverted_index":{"Scientific":[0],"workloads":[1],"running":[2,59],"on":[3,220],"current":[4],"extreme-scale":[5,107,256],"systems":[6],"routinely":[7],"generate":[8],"tremendous":[9],"volumes":[10],"of":[11,62,79,105,114,123,143,158,223,233,241],"data":[12,16,39,70],"for":[13,81,102,215],"postprocessing.":[14],"This":[15,67,109,208],"movement":[17,71],"has":[18],"become":[19],"a":[20,75,85,103,112],"serious":[21],"issue":[22],"due":[23],"to":[24,93,153,161,197,205,236],"its":[25],"energy":[26],"cost":[27],"and":[28,213,218,246],"the":[29,63,82,95,120,141,156,186,221,231,238],"fact":[30],"that":[31,119,140,171,179,249],"I/O":[32],"bandwidths":[33],"have":[34],"not":[35],"kept":[36],"pace":[37],"with":[38,133,202],"generation":[40],"rates.":[41],"In":[42],"situ":[43,100,125,226],"analytics":[44,126,200,227],"is":[45,54,151],"an":[46,57,255],"increasingly":[47],"popular":[48],"alternative":[49],"in":[50,99,124,146,165,225,254],"which":[51],"post-simulation":[52],"processing":[53],"embedded":[55],"into":[56],"application,":[58],"as":[60],"part":[61],"same":[64],"MPI":[65,183,191,216],"job.":[66],"can":[68,128,194,251],"reduce":[69,155],"costs":[72],"but":[73],"introduces":[74],"new":[76],"potential":[77],"source":[78],"interference":[80,96,160],"application.":[83],"Using":[84],"validated":[86],"simulation-based":[87],"approach,":[88],"we":[89,117,138,169],"investigate":[90],"how":[91,248],"best":[92],"mitigate":[94,237],"from":[97],"time-shared":[98,243],"tasks":[101,127,201],"number":[104,113],"key":[106],"workloads.":[108],"paper":[110,209],"makes":[111],"contributions.":[115],"First,":[116],"show":[118,170],"independent":[121],"scheduling":[122,224],"significantly":[129,154],"degradation":[130],"application":[131],"performance,":[132],"slowdowns":[134],"exceeding":[135],"1000%.":[136],"Second,":[137],"demonstrate":[139],"degree":[142,232],"synchronization":[144,234,250],"found":[145],"many":[147,172],"modern":[148,259],"collective":[149,177,192,260],"algorithms":[150,193],"sufficient":[152],"overheads":[157],"this":[159],"less":[162],"than":[163],"10%":[164],"most":[166],"cases.":[167],"Finally,":[168],"applications":[173],"already":[174],"frequently":[175],"invoke":[176],"operations":[178],"use":[180],"these":[181,190,242],"synchronizing":[182],"algorithms.":[184,261],"Therefore,":[185],"syncronization":[187],"introduced":[188],"by":[189],"be":[195,252],"leveraged":[196],"efficiently":[198],"schedule":[199],"minimal":[203],"changes":[204],"existing":[206],"applications.":[207],"provides":[210],"critical":[211],"analysis":[212],"guidance":[214],"users":[217],"developers":[219],"importance":[222],"tasks.":[228],"It":[229],"shows":[230],"needed":[235],"performance":[239],"impacts":[240],"coupled":[244],"codes":[245],"demonstrates":[247],"realized":[253],"environment":[257],"using":[258]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-10-28T00:00:00"}
