{"id":"https://openalex.org/W2889282120","doi":"https://doi.org/10.3233/978-1-61499-882-2-155","title":"Adaptive Resource Management for Distributed Data Analytics","display_name":"Adaptive Resource Management for Distributed Data Analytics","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889282120","doi":"https://doi.org/10.3233/978-1-61499-882-2-155","mag":"2889282120"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-882-2-155","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-882-2-155","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084056435","display_name":"Lauritz Thamsen","orcid":"https://orcid.org/0000-0003-3755-1503"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thamsen Lauritz","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110520388","display_name":"Thomas Renner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renner Thomas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005598318","display_name":"Verbitskiy Ilya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Verbitskiy Ilya","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5042349846","display_name":"Odej Kao","orcid":"https://orcid.org/0000-0001-6454-6799"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kao Odej","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084056435"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1220876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"170"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9968000054359436,"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":0.9940999746322632,"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":0.6344256401062012},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5978573560714722},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4501596689224243},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43269115686416626},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4243600368499756},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17378059029579163},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08913946151733398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6344256401062012},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5978573560714722},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4501596689224243},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43269115686416626},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4243600368499756},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17378059029579163},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08913946151733398}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-882-2-155","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-882-2-155","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.gla.ac.uk:268140","is_oa":true,"landing_page_url":null,"pdf_url":null,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Sections"},{"id":"mag:2889282120","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/tophpc/tophpc2017.html#ThamsenRVK17","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:268140","is_oa":true,"landing_page_url":null,"pdf_url":null,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Sections"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W167093911","https://openalex.org/W1535431348","https://openalex.org/W1976821017","https://openalex.org/W1984116073","https://openalex.org/W1993433750","https://openalex.org/W1996438407","https://openalex.org/W1999984505","https://openalex.org/W2002472616","https://openalex.org/W2037826478","https://openalex.org/W2038157364","https://openalex.org/W2045746095","https://openalex.org/W2060280513","https://openalex.org/W2074988668","https://openalex.org/W2079251873","https://openalex.org/W2094469165","https://openalex.org/W2097484305","https://openalex.org/W2100830825","https://openalex.org/W2102709380","https://openalex.org/W2114896543","https://openalex.org/W2119565742","https://openalex.org/W2119738171","https://openalex.org/W2120422789","https://openalex.org/W2129542763","https://openalex.org/W2131975293","https://openalex.org/W2139072600","https://openalex.org/W2146620757","https://openalex.org/W2151251992","https://openalex.org/W2163961697","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2309679942","https://openalex.org/W2319310062","https://openalex.org/W2341978040","https://openalex.org/W2344869310","https://openalex.org/W2521550930","https://openalex.org/W2550886310","https://openalex.org/W2572526791","https://openalex.org/W2581646418","https://openalex.org/W2583742995","https://openalex.org/W2755738839","https://openalex.org/W3100711529"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2508885301","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4298181270","https://openalex.org/W4385267788"],"abstract_inverted_index":{"Increasingly":[0],"large":[1],"datasets":[2],"make":[3],"scalable":[4],"and":[5,14,38],"distributed":[6,43],"data":[7,25,44],"analytics":[8,26,45],"necessary.":[9],"Frameworks":[10],"such":[11,55],"as":[12],"Spark":[13],"Flink":[15],"help":[16],"users":[17],"in":[18],"efficiently":[19],"utilizing":[20],"cluster":[21],"resources":[22],"for":[23],"their":[24],"jobs.":[27,46],"It":[28],"is,":[29],"however,":[30],"usually":[31],"difficult":[32],"to":[33],"anticipate":[34],"the":[35],"runtime":[36],"behavior":[37],"resource":[39,49],"demands":[40],"of":[41],"these":[42],"Yet,":[47],"many":[48],"management":[50],"decisions":[51],"would":[52],"benefit":[53],"from":[54],"information.":[56]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-09-07T00:00:00"}
