{"id":"https://openalex.org/W1974470627","doi":"https://doi.org/10.1145/2486767.2486773","title":"Towards a workload for evolutionary analytics","display_name":"Towards a workload for evolutionary analytics","publication_year":2013,"publication_date":"2013-06-23","ids":{"openalex":"https://openalex.org/W1974470627","doi":"https://doi.org/10.1145/2486767.2486773","mag":"1974470627"},"language":"en","primary_location":{"id":"doi:10.1145/2486767.2486773","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2486767.2486773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on Data Analytics in the Cloud","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/A5071497952","display_name":"Jeff LeFevre","orcid":"https://orcid.org/0000-0003-0834-3959"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeff LeFevre","raw_affiliation_strings":["University of California Santa Cruz and NEC Labs America, Cupertino, CA","University of California Santa Cruz and NEC Labs America, Cupertino, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of California Santa Cruz and NEC Labs America, Cupertino, CA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California Santa Cruz and NEC Labs America, Cupertino, CA#TAB#","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050157577","display_name":"Jagan Sankaranarayanan","orcid":"https://orcid.org/0009-0006-0369-816X"},"institutions":[{"id":"https://openalex.org/I4210107353","display_name":"NEC (United States)","ror":"https://ror.org/01v791m31","country_code":"US","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210107353"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jagan Sankaranarayanan","raw_affiliation_strings":["NEC Labs America, Cupertino, CA"],"affiliations":[{"raw_affiliation_string":"NEC Labs America, Cupertino, CA","institution_ids":["https://openalex.org/I4210107353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014062628","display_name":"Hakan Hac\u00edg\u00fcm\u00fc\u015f","orcid":"https://orcid.org/0009-0005-2885-8695"},"institutions":[{"id":"https://openalex.org/I4210107353","display_name":"NEC (United States)","ror":"https://ror.org/01v791m31","country_code":"US","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210107353"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hakan Hacig\u00fcm\u00fc\u015f","raw_affiliation_strings":["NEC Labs America, Cupertino, CA"],"affiliations":[{"raw_affiliation_string":"NEC Labs America, Cupertino, CA","institution_ids":["https://openalex.org/I4210107353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088763786","display_name":"Junichi Tatemura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107353","display_name":"NEC (United States)","ror":"https://ror.org/01v791m31","country_code":"US","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210107353"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junichi Tatemura","raw_affiliation_strings":["NEC Labs America, Cupertino, CA"],"affiliations":[{"raw_affiliation_string":"NEC Labs America, Cupertino, CA","institution_ids":["https://openalex.org/I4210107353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010950113","display_name":"Neoklis Polyzotis","orcid":"https://orcid.org/0000-0002-2694-8591"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neoklis Polyzotis","raw_affiliation_strings":["University of California Santa Cruz","University of California/Santa Cruz"],"affiliations":[{"raw_affiliation_string":"University of California Santa Cruz","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California/Santa Cruz","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071497952"],"corresponding_institution_ids":["https://openalex.org/I185103710"],"apc_list":null,"apc_paid":null,"fwci":2.5372,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89851005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9912999868392944,"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"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9912999868392944,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9904000163078308,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8841460347175598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7887773513793945},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7524542808532715},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6400852203369141},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.6202681064605713},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5143629312515259},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4935199022293091},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38738906383514404},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08681172132492065}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8841460347175598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7887773513793945},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7524542808532715},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6400852203369141},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.6202681064605713},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5143629312515259},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4935199022293091},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38738906383514404},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08681172132492065},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2486767.2486773","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2486767.2486773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on Data Analytics in the Cloud","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W180519810","https://openalex.org/W1493445096","https://openalex.org/W1909988457","https://openalex.org/W1967093902","https://openalex.org/W1974470627","https://openalex.org/W2044849727","https://openalex.org/W2059268928","https://openalex.org/W2114303224","https://openalex.org/W2119528150","https://openalex.org/W2127018826","https://openalex.org/W2146635036","https://openalex.org/W2171844899","https://openalex.org/W2295123623","https://openalex.org/W2951981277","https://openalex.org/W6697200562","https://openalex.org/W6764391041"],"related_works":["https://openalex.org/W3158763334","https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110"],"abstract_inverted_index":{"Emerging":[0],"data":[1,10],"analysis":[2,32,42],"involves":[3],"the":[4,78],"ingestion":[5],"and":[6,16,35,58],"exploration":[7],"of":[8,13,31,41],"new":[9,29],"sets,":[11],"application":[12],"complex":[14],"functions,":[15],"frequent":[17],"query":[18,24],"revisions":[19],"based":[20],"on":[21],"observing":[22],"prior":[23],"answers.":[25],"We":[26],"call":[27],"this":[28,52,82],"type":[30,40],"evolutionary":[33,67],"analytics":[34],"identify":[36,59],"its":[37],"properties.":[38],"This":[39],"is":[43],"not":[44],"well":[45],"represented":[46],"by":[47],"current":[48],"benchmark":[49],"workloads.":[50],"In":[51],"paper,":[53],"we":[54,73],"present":[55,74],"a":[56],"workload":[57,79],"several":[60],"metrics":[61],"to":[62],"test":[63],"system":[64],"support":[65],"for":[66,76],"analytics.":[68],"Along":[69],"with":[70],"our":[71],"metrics,":[72],"methodologies":[75],"running":[77],"that":[80],"capture":[81],"analytical":[83],"scenario.":[84]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}