{"id":"https://openalex.org/W3119350345","doi":"https://doi.org/10.1145/3429880.3430095","title":"An Evaluation of Serverless Data Processing Frameworks","display_name":"An Evaluation of Serverless Data Processing Frameworks","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3119350345","doi":"https://doi.org/10.1145/3429880.3430095","mag":"3119350345"},"language":"en","primary_location":{"id":"doi:10.1145/3429880.3430095","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3429880.3430095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Sixth International Workshop on Serverless 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/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":true,"raw_author_name":"Sebastian Werner","raw_affiliation_strings":["ISE, TU Berlin Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"ISE, TU Berlin Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089992648","display_name":"Richard Girke","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":"Richard Girke","raw_affiliation_strings":["ISE, TU Berlin Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"ISE, TU Berlin Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","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":["ISE, TU Berlin Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"ISE, TU Berlin Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052239645"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":1.6014,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88399192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9970999956130981,"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":0.9955999851226807,"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":0.817848265171051},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7987648248672485},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5504103302955627},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.48553845286369324},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4346412718296051},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.25609350204467773},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08800652623176575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817848265171051},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7987648248672485},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5504103302955627},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.48553845286369324},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4346412718296051},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25609350204467773},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08800652623176575}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3429880.3430095","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3429880.3430095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Sixth International Workshop on Serverless Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"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":13,"referenced_works":["https://openalex.org/W2173213060","https://openalex.org/W2591324491","https://openalex.org/W2599865417","https://openalex.org/W2900867913","https://openalex.org/W2904644023","https://openalex.org/W2909714733","https://openalex.org/W2911365375","https://openalex.org/W2920834220","https://openalex.org/W2961684981","https://openalex.org/W2991081818","https://openalex.org/W2991101735","https://openalex.org/W2999528689","https://openalex.org/W3027524628"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W1997222214"],"abstract_inverted_index":{"Serverless":[0],"computing":[1],"is":[2],"a":[3,22],"promising":[4],"cloud":[5,11],"execution":[6],"model":[7],"that":[8],"significantly":[9],"simplifies":[10],"users'":[12],"operational":[13],"concerns":[14],"by":[15],"offering":[16],"features":[17],"such":[18],"as":[19],"auto-scaling":[20],"and":[21,50,56],"pay-as-you-go":[23],"cost":[24],"model.":[25],"Consequently,":[26],"serverless":[27,41,64],"systems":[28,53,65],"promise":[29],"to":[30,67],"provide":[31],"an":[32],"excellent":[33],"fit":[34],"for":[35,43],"ad-hoc":[36],"data":[37,44,57],"processing.":[38],"Unsurprisingly,":[39],"numerous":[40],"systems/frameworks":[42],"processing":[45],"emerged":[46],"recently":[47],"from":[48],"research":[49],"industry.":[51],"However,":[52],"researchers,":[54],"decision-makers,":[55],"analysts":[58],"are":[59],"unaware":[60],"of":[61],"how":[62],"these":[63],"compare":[66],"each":[68],"other.":[69]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
