{"id":"https://openalex.org/W3021354258","doi":"https://doi.org/10.1145/3375555.3384423","title":"Migrating a Recommendation System to Cloud Using ML Workflow","display_name":"Migrating a Recommendation System to Cloud Using ML Workflow","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3021354258","doi":"https://doi.org/10.1145/3375555.3384423","mag":"3021354258"},"language":"en","primary_location":{"id":"doi:10.1145/3375555.3384423","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375555.3384423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the ACM/SPEC International Conference on Performance Engineering","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/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":true,"raw_author_name":"Dheeraj Chahal","raw_affiliation_strings":["TCS Research, MUMBAI, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, MUMBAI, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046573159","display_name":"Ravi Ojha","orcid":null},"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":"Ravi Ojha","raw_affiliation_strings":["TCS Research, MUMBAI, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, MUMBAI, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032907118","display_name":"Sharod Roy Choudhury","orcid":null},"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":"Sharod Roy Choudhury","raw_affiliation_strings":["TCS Research, MUMBAI, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, MUMBAI, 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, MUMBAI, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, MUMBAI, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060046072"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":1.193,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83227486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9972000122070312,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9952999949455261,"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/T10320","display_name":"Neural Networks and Applications","score":0.9886000156402588,"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/workflow","display_name":"Workflow","score":0.8506715297698975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8159995079040527},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7932065725326538},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.6788375973701477},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6599310040473938},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5235799551010132},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.43007373809814453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3737289607524872},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.332258403301239},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12824967503547668}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8506715297698975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159995079040527},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7932065725326538},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.6788375973701477},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6599310040473938},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5235799551010132},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.43007373809814453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3737289607524872},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.332258403301239},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12824967503547668},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375555.3384423","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375555.3384423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W2063094735","https://openalex.org/W2565600385","https://openalex.org/W2604934889","https://openalex.org/W2734941459","https://openalex.org/W2743948853","https://openalex.org/W2794670651","https://openalex.org/W2908654642","https://openalex.org/W2964108773"],"related_works":["https://openalex.org/W590788508","https://openalex.org/W2611974471","https://openalex.org/W4313233093","https://openalex.org/W2358082531","https://openalex.org/W2589976903","https://openalex.org/W2388631242","https://openalex.org/W2122362795","https://openalex.org/W4245599380","https://openalex.org/W207673802","https://openalex.org/W2357796999"],"abstract_inverted_index":{"Inference":[0],"is":[1,14],"the":[2],"production":[3],"stage":[4],"of":[5,39,85,99,115,124],"machine":[6],"learning":[7,43],"workflow":[8],"in":[9,60],"which":[10],"a":[11,40,56,93,103],"trained":[12],"model":[13,118],"used":[15],"to":[16,55,95,102],"infer":[17],"or":[18,53,63],"predict":[19],"with":[20],"real":[21,61],"world":[22],"data.":[23],"A":[24,65],"recommendation":[25,47,66,87,100,116],"system":[26,67,88,101,117],"improves":[27],"customer":[28],"experience":[29],"by":[30],"displaying":[31],"most":[32],"relevant":[33],"items":[34],"based":[35],"on":[36,113,121],"historical":[37],"behavior":[38],"customer.":[41],"Machine":[42],"models":[44],"built":[45],"for":[46,58],"systems":[48],"are":[49],"deployed":[50,120],"either":[51],"on-premise":[52,83,97],"migrated":[54],"cloud":[57,104],"inference":[59],"time":[62],"batch.":[64],"should":[68],"be":[69],"cost":[70],"effective":[71],"while":[72],"honoring":[73],"service":[74],"level":[75],"agreements":[76],"(SLAs).":[77],"In":[78],"this":[79],"work":[80],"we":[81],"discuss":[82],"implementation":[84,98],"our":[86,111],"called":[89],"iPrescribe.":[90],"We":[91,108],"show":[92],"methodology":[94],"migrate":[96],"using":[105],"ML":[106],"workflow.":[107],"also":[109],"present":[110],"study":[112],"performance":[114],"when":[119],"different":[122],"types":[123],"virtual":[125],"instances.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}