{"id":"https://openalex.org/W2991081818","doi":"https://doi.org/10.1145/3344341.3368796","title":"An Evaluation of FaaS Platforms as a Foundation for Serverless Big Data Processing","display_name":"An Evaluation of FaaS Platforms as a Foundation for Serverless Big Data Processing","publication_year":2019,"publication_date":"2019-11-27","ids":{"openalex":"https://openalex.org/W2991081818","doi":"https://doi.org/10.1145/3344341.3368796","mag":"2991081818"},"language":"en","primary_location":{"id":"doi:10.1145/3344341.3368796","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3344341.3368796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud 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/A5024739369","display_name":"J\u00f6rn Kuhlenkamp","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rn Kuhlenkamp","raw_affiliation_strings":["TU Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052239645","display_name":"Sebastian Werner","orcid":"https://orcid.org/0000-0001-8051-7226"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Werner","raw_affiliation_strings":["TU Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101755615","display_name":"Maria C. Borges","orcid":"https://orcid.org/0009-0000-9136-3648"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maria C. Borges","raw_affiliation_strings":["TU Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086564439","display_name":"Karim El Tal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karim El Tal","raw_affiliation_strings":["Careem, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Careem, Berlin, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112609752","display_name":"Stefan Tai","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Tai","raw_affiliation_strings":["TU Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.522,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.97992371,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9926999807357788,"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":0.7727248668670654},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.697093665599823},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6875019073486328},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.511132538318634},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4971518814563751},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4895247220993042},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.45807501673698425},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44215235114097595},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.44141221046447754},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4146805703639984},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33812451362609863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1659468114376068},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12196123600006104},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10726886987686157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727248668670654},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.697093665599823},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6875019073486328},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.511132538318634},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4971518814563751},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4895247220993042},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.45807501673698425},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44215235114097595},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.44141221046447754},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4146805703639984},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33812451362609863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1659468114376068},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12196123600006104},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10726886987686157},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3344341.3368796","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3344341.3368796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W192156609","https://openalex.org/W1033860095","https://openalex.org/W1572571795","https://openalex.org/W1670932443","https://openalex.org/W1985229168","https://openalex.org/W2078924106","https://openalex.org/W2405628490","https://openalex.org/W2417800902","https://openalex.org/W2591324491","https://openalex.org/W2599865417","https://openalex.org/W2742980741","https://openalex.org/W2760759533","https://openalex.org/W2765507317","https://openalex.org/W2766579252","https://openalex.org/W2767083027","https://openalex.org/W2775677097","https://openalex.org/W2786869547","https://openalex.org/W2795187574","https://openalex.org/W2804874586","https://openalex.org/W2887739100","https://openalex.org/W2890025235","https://openalex.org/W2899160556","https://openalex.org/W2901563117","https://openalex.org/W2908667590","https://openalex.org/W2909714733","https://openalex.org/W2910113614","https://openalex.org/W2911365375","https://openalex.org/W2962866832","https://openalex.org/W3099523532","https://openalex.org/W4298798705"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4244478748","https://openalex.org/W2332779545","https://openalex.org/W4233347783","https://openalex.org/W2910064364"],"abstract_inverted_index":{"Function-as-a-Service":[0],"(FaaS),":[1],"offers":[2],"a":[3,20,60],"new":[4],"alternative":[5],"to":[6,14,44],"operate":[7],"cloud-based":[8],"applications.":[9],"FaaS":[10,41,71],"platforms":[11],"enable":[12],"developers":[13],"define":[15],"their":[16],"application":[17],"only":[18],"through":[19],"set":[21],"of":[22,27,80],"service":[23],"functions,":[24],"relieving":[25],"them":[26],"infrastructure":[28,82],"management":[29,83],"tasks,":[30],"which":[31],"are":[32,74],"executed":[33],"automatically":[34],"by":[35],"the":[36,48,78],"platform.":[37],"Since":[38],"its":[39],"introduction,":[40],"has":[42],"grown":[43],"support":[45],"workloads":[46],"beyond":[47],"lightweight":[49],"use-cases":[50],"it":[51],"was":[52],"originally":[53],"intended":[54],"for,":[55],"and":[56],"now":[57],"serves":[58],"as":[59],"viable":[61],"paradigm":[62],"for":[63],"big":[64,86],"data":[65,87],"processing.":[66],"However,":[67],"several":[68],"questions":[69],"regarding":[70],"platform":[72],"quality":[73],"still":[75],"unanswered.":[76],"Specifically,":[77],"impact":[79],"automatic":[81],"on":[84],"serverless":[85],"applications":[88],"remains":[89],"unexplored.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}