{"id":"https://openalex.org/W3007604462","doi":"https://doi.org/10.1109/tcc.2020.2975439","title":"Praxi: Cloud Software Discovery That Learns From Practice","display_name":"Praxi: Cloud Software Discovery That Learns From Practice","publication_year":2020,"publication_date":"2020-02-25","ids":{"openalex":"https://openalex.org/W3007604462","doi":"https://doi.org/10.1109/tcc.2020.2975439","mag":"3007604462"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2020.2975439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2020.2975439","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-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/A5065153212","display_name":"Anthony Byrne","orcid":"https://orcid.org/0000-0003-3192-0726"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Byrne","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3192-0726","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074885535","display_name":"Emre Ate\u015f","orcid":"https://orcid.org/0000-0002-2292-2626"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emre Ates","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2292-2626","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108270551","display_name":"Ata T\u00fcrk","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ata Turk","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088194324","display_name":"Vladimir Pchelin","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Pchelin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043081928","display_name":"Sastry Duri","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sastry Duri","raw_affiliation_strings":["IBM T.J. Watson Research Center, Ossining, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Ossining, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027007650","display_name":"Shripad Nadgowda","orcid":"https://orcid.org/0000-0002-2763-9299"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shripad Nadgowda","raw_affiliation_strings":["IBM T.J. Watson Research Center, Ossining, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2763-9299","affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Ossining, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056125170","display_name":"Canturk Isci","orcid":"https://orcid.org/0000-0001-5249-7272"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Canturk Isci","raw_affiliation_strings":["IBM T.J. Watson Research Center, Ossining, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-5249-7272","affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Ossining, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064676631","display_name":"Ayse K. Coskun","orcid":"https://orcid.org/0000-0002-6554-088X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayse K. Coskun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6554-088X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5366,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69349546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"10","issue":"2","first_page":"872","last_page":"884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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/cloud-computing","display_name":"Cloud computing","score":0.8337091207504272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7342555522918701},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.569514811038971},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4005141854286194},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3321811556816101},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18368670344352722}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8337091207504272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7342555522918701},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.569514811038971},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4005141854286194},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3321811556816101},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18368670344352722}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2020.2975439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2020.2975439","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W278559520","https://openalex.org/W2023116651","https://openalex.org/W2049980558","https://openalex.org/W2065245104","https://openalex.org/W2086467439","https://openalex.org/W2141041105","https://openalex.org/W2149274049","https://openalex.org/W2162832213","https://openalex.org/W2167827065","https://openalex.org/W2267596186","https://openalex.org/W2287868114","https://openalex.org/W2324056169","https://openalex.org/W2324571613","https://openalex.org/W2583142597","https://openalex.org/W2613255564","https://openalex.org/W2626970695","https://openalex.org/W2747669027","https://openalex.org/W2753385853","https://openalex.org/W2885766119","https://openalex.org/W2997961747","https://openalex.org/W4236401339","https://openalex.org/W6678601690","https://openalex.org/W6688574656"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727"],"abstract_inverted_index":{"With":[0],"today\u2019s":[1],"rapidly-evolving":[2],"cloud":[3,12,143],"landscape":[4],"embracing":[5],"continuous":[6],"integration":[7],"and":[8,25,38,45,161,187,190],"delivery,":[9],"users":[10],"of":[11,61,82,120,127,133,153],"systems":[13],"must":[14],"monitor":[15],"software":[16,36,53,62,71,112,176],"running":[17,157],"on":[18,33,75,141],"theircontainersandvirtual":[19],"machines":[20],"(VMs)to":[21],"ensure":[22],"compliance,":[23],"security,":[24],"efficiency.":[26],"Traditional":[27],"solutions":[28],"to":[29,63,68,85,101,183],"this":[30,178],"problem":[31],"rely":[32],"manually-createdrulesthat":[34],"identify":[35],"installations":[37,148],"modifications,":[39],"but":[40,93],"these":[41,94],"require":[42],"expert":[43],"authors":[44],"are":[46],"often":[47],"unmaintainable.":[48],"Recently,":[49],"automated":[50],"techniques":[51,58],"for":[52,195],"discovery":[54,88,103,113],"have":[55],"emerged.":[56],"Some":[57],"use":[59],"examples":[60],"train":[64],"machine":[65],"learning":[66],"models":[67],"predict":[69],"which":[70],"has":[72],"been":[73],"installed":[74],"a":[76,110,169,174],"system.":[77],"Others":[78],"leverage":[79],"the":[80,118,125,131,154,192],"knowledge":[81],"packaging":[83],"practices":[84],"aid":[86],"in":[87],"without":[89],"requiring":[90],"any":[91],"pre-training,":[92],"practice-based":[95,134,188],"methods":[96,129],"cannot":[97],"provide":[98],"precise-enough":[99],"information":[100],"perform":[102],"by":[104,123],"themselves.":[105],"This":[106],"article":[107,179],"introduces":[108],"Praxi,":[109],"new":[111],"method":[114],"that":[115],"builds":[116],"upon":[117],"strengths":[119],"prior":[121],"approaches":[122],"combining":[124],"accuracy":[126],"learning-based":[128,171],"with":[130],"efficiency":[132],"methods.":[135],"In":[136],"tests":[137],"using":[138,162],"samples":[139],"collected":[140],"real-world":[142],"systems,":[144],"Praxi":[145,182],"correctly":[146],"classifies":[147],"at":[149],"least":[150],"97.6":[151],"percent":[152,164],"time,":[155],"while":[156],"14.8":[158],"times":[159],"faster":[160],"87":[163],"less":[165],"disk":[166],"space":[167],"than":[168],"similar":[170],"method.":[172],"Using":[173],"diverse":[175],"dataset,":[177],"quantitatively":[180],"compares":[181],"systematic":[184],"rule-,":[185],"learning-,":[186],"methods,":[189],"discusses":[191],"best":[193],"uses":[194],"each.":[196]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}