{"id":"https://openalex.org/W4379932663","doi":"https://doi.org/10.1145/3603719.3603733","title":"Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing?","display_name":"Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing?","publication_year":2023,"publication_date":"2023-07-10","ids":{"openalex":"https://openalex.org/W4379932663","doi":"https://doi.org/10.1145/3603719.3603733"},"language":"en","primary_location":{"id":"doi:10.1145/3603719.3603733","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603719.3603733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"35th International Conference on Scientific and Statistical Database Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2306.03672","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002540373","display_name":"Jonathan Will","orcid":"https://orcid.org/0009-0005-7834-8845"},"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":"Jonathan Will","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Germany"],"raw_orcid":"https://orcid.org/0009-0005-7834-8845","affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084056435","display_name":"Lauritz Thamsen","orcid":"https://orcid.org/0000-0003-3755-1503"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lauritz Thamsen","raw_affiliation_strings":["University of Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-3755-1503","affiliations":[{"raw_affiliation_string":"University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024675213","display_name":"Dominik Scheinert","orcid":"https://orcid.org/0000-0003-0763-3233"},"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":"Dominik Scheinert","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0763-3233","affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042349846","display_name":"Odej Kao","orcid":"https://orcid.org/0000-0001-6454-6799"},"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":"Odej Kao","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6454-6799","affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.828,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77111096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980000257492065,"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":0.9980000257492065,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9919000267982483,"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":0.7658296227455139},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6034567952156067},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.587327241897583},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4327695667743683},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37505465745925903},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32719725370407104},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16277799010276794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658296227455139},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6034567952156067},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.587327241897583},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4327695667743683},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37505465745925903},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32719725370407104},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16277799010276794}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3603719.3603733","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603719.3603733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"35th International Conference on Scientific and Statistical Database Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2306.03672","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.03672","pdf_url":"https://arxiv.org/pdf/2306.03672","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:eprints.gla.ac.uk:300610","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/66347.html>","pdf_url":"https://eprints.gla.ac.uk/300610/2/300610.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2306.03672","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.03672","pdf_url":"https://arxiv.org/pdf/2306.03672","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8794222420","display_name":"C5: Kollaborative und kontext\u00fcbergreifende ClusterKonfiguration f\u00fcr die verteilte Datenverarbeitung","funder_award_id":"506529034","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379932663.pdf","grobid_xml":"https://content.openalex.org/works/W4379932663.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2114896543","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2309679942","https://openalex.org/W2521550930","https://openalex.org/W2566979091","https://openalex.org/W2572526791","https://openalex.org/W2604856537","https://openalex.org/W2963642335","https://openalex.org/W3126778967","https://openalex.org/W4225472196","https://openalex.org/W4281890777","https://openalex.org/W4284879405","https://openalex.org/W4312780108","https://openalex.org/W4319165080"],"related_works":["https://openalex.org/W2003932708","https://openalex.org/W1967424056","https://openalex.org/W2284877871","https://openalex.org/W2138102289","https://openalex.org/W868043274","https://openalex.org/W2513523087","https://openalex.org/W1187916458","https://openalex.org/W2373861055","https://openalex.org/W4389473457","https://openalex.org/W4390482427"],"abstract_inverted_index":{"Distributed":[0],"dataflow":[1],"systems":[2],"such":[3],"as":[4],"Apache":[5,8],"Spark":[6],"or":[7],"Flink":[9],"enable":[10],"parallel,":[11],"in-memory":[12],"data":[13],"processing":[14],"on":[15],"large":[16],"clusters":[17],"of":[18,25],"commodity":[19],"hardware.":[20],"Consequently,":[21],"the":[22,30],"appropriate":[23],"amount":[24],"memory":[26],"to":[27,29],"allocate":[28],"cluster":[31],"is":[32],"a":[33],"crucial":[34],"consideration.":[35]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}