{"id":"https://openalex.org/W3035789818","doi":"https://doi.org/10.1145/3399579.3399863","title":"A Vision on Accelerating Enterprise IT System 2.0","display_name":"A Vision on Accelerating Enterprise IT System 2.0","publication_year":2020,"publication_date":"2020-06-14","ids":{"openalex":"https://openalex.org/W3035789818","doi":"https://doi.org/10.1145/3399579.3399863","mag":"3035789818"},"language":"en","primary_location":{"id":"doi:10.1145/3399579.3399863","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3399579.3399863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Workshop on Data Management for End-to-End Machine Learning","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/A5086400313","display_name":"Rekha Singhal","orcid":"https://orcid.org/0000-0002-3712-1784"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rekha Singhal","raw_affiliation_strings":["TCS Research, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060046072","display_name":"Dheeraj Chahal","orcid":"https://orcid.org/0009-0000-7398-0749"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dheeraj Chahal","raw_affiliation_strings":["TCS Research, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085697832","display_name":"Shruti Kunde","orcid":"https://orcid.org/0000-0002-4708-0496"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Kunde","raw_affiliation_strings":["TCS Research, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101566703","display_name":"Mayank Mishra","orcid":"https://orcid.org/0000-0003-2047-3457"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Mishra","raw_affiliation_strings":["TCS Research, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040769022","display_name":"Manoj Nambiar","orcid":"https://orcid.org/0000-0002-8026-3235"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Nambiar","raw_affiliation_strings":["TCS Research, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1621,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.524541,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9914000034332275,"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":0.9914000034332275,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9865999817848206,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9571999907493591,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7952792048454285},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6615012288093567},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.531945526599884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.484536349773407},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.47162318229675293},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46309423446655273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4488013684749603},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4142412841320038},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38424089550971985},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22726961970329285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7952792048454285},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6615012288093567},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.531945526599884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.484536349773407},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.47162318229675293},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46309423446655273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4488013684749603},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4142412841320038},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38424089550971985},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22726961970329285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3399579.3399863","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3399579.3399863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Workshop on Data Management for End-to-End Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2260616469","https://openalex.org/W2302401205","https://openalex.org/W2554302513","https://openalex.org/W2566899386","https://openalex.org/W2607220393","https://openalex.org/W2613597870","https://openalex.org/W2622933202","https://openalex.org/W2626211758","https://openalex.org/W2759910885","https://openalex.org/W2769041395","https://openalex.org/W2795759856","https://openalex.org/W2801200039","https://openalex.org/W2803823445","https://openalex.org/W2804236178","https://openalex.org/W2809684781","https://openalex.org/W2810359317","https://openalex.org/W2889073286","https://openalex.org/W2916281080","https://openalex.org/W2941003455","https://openalex.org/W2948550755","https://openalex.org/W2959716049","https://openalex.org/W2962771342","https://openalex.org/W2964233199","https://openalex.org/W2965759310","https://openalex.org/W2968864666","https://openalex.org/W2976643737","https://openalex.org/W2981859891","https://openalex.org/W2982382150","https://openalex.org/W2991561094","https://openalex.org/W3009065172","https://openalex.org/W3021354258","https://openalex.org/W3046053354","https://openalex.org/W3141239453","https://openalex.org/W6678465844","https://openalex.org/W6820952165"],"related_works":["https://openalex.org/W4214835859","https://openalex.org/W4312927049","https://openalex.org/W2476117260","https://openalex.org/W2380017313","https://openalex.org/W2520111506","https://openalex.org/W2359702179","https://openalex.org/W2366623749","https://openalex.org/W2290299503","https://openalex.org/W2183585111","https://openalex.org/W2624320237"],"abstract_inverted_index":{"The":[0,51],"proliferation":[1],"of":[2,40,114,143],"commodity":[3],"based":[4,43],"big":[5],"data":[6,62,70],"platforms":[7],"and":[8,68,86,112,133,167,172],"an":[9,157],"exponential":[10],"increase":[11],"in":[12,15,23,101,130,148,150,163],"the":[13,104,110,115,119,128,141,151,164],"research":[14,129],"machine":[16,41],"learning":[17,42],"techniques":[18],"lead":[19],"to":[20,32,64,127],"a":[21,56,79,94],"change":[22],"application":[24,158],"development":[25,159],"paradigm":[26,37,54,146],"from":[27,156],"traditional":[28],"control-flow":[29],"Software":[30,34,52,91,95,144],"1.0":[31,92],"data-flow":[33],"2.0":[35,53,96,145],"programming":[36,58],"e.g.":[38],"use":[39],"models":[44],"over":[45],"customer-scoring":[46],"methods":[47],"for":[48,77,137],"generating":[49],"recommendations.":[50],"is":[55,99,106,122],"data-driven":[57],"that":[59],"requires":[60],"specialized":[61,131],"management":[63],"get":[65],"clean,":[66],"governed":[67],"unbiased":[69],"sets,":[71],"well":[72],"defined":[73],"neural":[74],"network":[75],"architectures":[76,136],"building":[78],"model,":[80],"efficient":[81],"model":[82],"training,":[83],"extensive":[84],"testing":[85],"high":[87,134],"performance":[88,121,135,173],"deployment.":[89],"Unlike":[90],"paradigm,":[93],"program's":[97,120],"output":[98],"probabilistic":[100],"nature":[102,142],"as":[103],"correctness":[105],"highly":[107],"dependent":[108],"on":[109],"size":[111],"quality":[113],"input":[116],"data,":[117],"however":[118],"deterministic.":[123],"This":[124],"has":[125],"led":[126],"hardware":[132],"deep-learning":[138],"algorithms.":[139],"Also,":[140],"brings":[147],"heterogeneity":[149],"whole":[152],"life":[153],"cycle":[154],"starting":[155],"until":[160],"its":[161],"deployment":[162],"production":[165],"environment":[166],"hence":[168],"posing":[169],"numerous":[170],"architecture":[171],"challenges.":[174]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}