{"id":"https://openalex.org/W4284970803","doi":"https://doi.org/10.1145/3491418.3530296","title":"A Framework to capture and reproduce the Absolute State of Jupyter Notebooks","display_name":"A Framework to capture and reproduce the Absolute State of Jupyter Notebooks","publication_year":2022,"publication_date":"2022-07-08","ids":{"openalex":"https://openalex.org/W4284970803","doi":"https://doi.org/10.1145/3491418.3530296"},"language":"en","primary_location":{"id":"doi:10.1145/3491418.3530296","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491418.3530296","pdf_url":null,"source":{"id":"https://openalex.org/S4306523034","display_name":"Practice and Experience in Advanced Research Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Practice and Experience in Advanced Research Computing","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/A5041614898","display_name":"Dimuthu Wannipurage","orcid":"https://orcid.org/0000-0001-6276-9059"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dimuthu Wannipurage","raw_affiliation_strings":["Cyberinfrastructure Integration Research Center, Pervasive Technology Institute, Indiana University Bloomington, USA"],"affiliations":[{"raw_affiliation_string":"Cyberinfrastructure Integration Research Center, Pervasive Technology Institute, Indiana University Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037778136","display_name":"Suresh Marru","orcid":"https://orcid.org/0000-0002-6374-095X"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suresh Marru","raw_affiliation_strings":["Cyberinfrastructure Integration Research Center, Pervasive Technology Institute, Indiana University Bloomington, USA"],"affiliations":[{"raw_affiliation_string":"Cyberinfrastructure Integration Research Center, Pervasive Technology Institute, Indiana University Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082786549","display_name":"Marlon Pierce","orcid":"https://orcid.org/0000-0002-9582-5712"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marlon Pierce","raw_affiliation_strings":["Cyberinfrastructure Integration Research Center, Pervasive Technology Institute, Indiana University Bloomington, USA"],"affiliations":[{"raw_affiliation_string":"Cyberinfrastructure Integration Research Center, Pervasive Technology Institute, Indiana University Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041614898"],"corresponding_institution_ids":["https://openalex.org/I4210119109"],"apc_list":null,"apc_paid":null,"fwci":1.3931,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89716821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991000294685364,"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":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8312469124794006},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8170424699783325},{"id":"https://openalex.org/keywords/linux-kernel","display_name":"Linux kernel","score":0.5721954703330994},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5188428163528442},{"id":"https://openalex.org/keywords/runtime-system","display_name":"Runtime system","score":0.4965885281562805},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4502972960472107},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4501950740814209},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.449648916721344},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4408479630947113},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4137054681777954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8312469124794006},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8170424699783325},{"id":"https://openalex.org/C553261973","wikidata":"https://www.wikidata.org/wiki/Q14579","display_name":"Linux kernel","level":2,"score":0.5721954703330994},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5188428163528442},{"id":"https://openalex.org/C2780870223","wikidata":"https://www.wikidata.org/wiki/Q1004415","display_name":"Runtime system","level":2,"score":0.4965885281562805},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4502972960472107},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4501950740814209},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.449648916721344},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4408479630947113},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4137054681777954},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3491418.3530296","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491418.3530296","pdf_url":null,"source":{"id":"https://openalex.org/S4306523034","display_name":"Practice and Experience in Advanced Research Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Practice and Experience in Advanced Research Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2008985174","https://openalex.org/W2180426014","https://openalex.org/W2339601003","https://openalex.org/W2964148489"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W2999306385","https://openalex.org/W119923507","https://openalex.org/W2242847901"],"abstract_inverted_index":{"Jupyter":[0],"Notebooks":[1],"are":[2,64],"an":[3,121],"enormously":[4],"popular":[5],"tool":[6],"for":[7,19,35,67,125,134],"creating":[8,20],"and":[9,45,83,103],"narrating":[10],"computational":[11],"research":[12,23],"projects.":[13],"They":[14],"also":[15],"have":[16,52],"enormous":[17],"potential":[18],"reproducible":[21,71],"scientific":[22],"artifacts.":[24],"Capturing":[25],"the":[26,37,49,84,132,142,154],"complete":[27],"state":[28,124],"of":[29],"a":[30,126],"notebook":[31,38,77],"has":[32],"additional":[33,136],"benefits;":[34],"instance,":[36],"execution":[39,150],"may":[40,51],"be":[41,80,90],"split":[42],"between":[43],"local":[44],"remote":[46],"resources,":[47],"where":[48],"latter":[50],"more":[53],"powerful":[54],"processing":[55],"capabilities":[56],"or":[57,60],"store":[58],"large":[59],"access-limited":[61],"data.":[62],"There":[63],"several":[65],"challenges":[66],"making":[68],"notebooks":[69],"fully":[70],"when":[72],"examined":[73],"in":[74,96],"detail.":[75],"The":[76],"code":[78],"must":[79,89],"replicated":[81],"entirely,":[82],"underlying":[85,143],"Python":[86],"runtime":[87,104],"environments":[88],"identical.":[91],"More":[92],"subtle":[93],"problems":[94,113],"arise":[95],"replicating":[97],"referenced":[98],"data,":[99],"external":[100],"library":[101],"dependencies,":[102],"variable":[105],"states.":[106],"This":[107],"paper":[108],"presents":[109],"solutions":[110],"to":[111,119],"these":[112,135],"using":[114],"Juptyer\u2019s":[115],"standard":[116],"extension":[117],"mechanisms":[118],"create":[120],"archivable":[122],"system":[123],"running":[127],"notebook.":[128],"We":[129],"show":[130],"that":[131],"overhead":[133],"mechanisms,":[137],"which":[138],"involve":[139],"interacting":[140],"with":[141],"Linux":[144],"kernel,":[145],"does":[146],"not":[147],"introduce":[148],"substantial":[149],"time":[151],"overheads,":[152],"demonstrating":[153],"approach\u2019s":[155],"feasibility.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
