{"id":"https://openalex.org/W2910530972","doi":"https://doi.org/10.1145/3274005.3274021","title":"Big Data Technologies on Commodity Workstations","display_name":"Big Data Technologies on Commodity Workstations","publication_year":2018,"publication_date":"2018-09-13","ids":{"openalex":"https://openalex.org/W2910530972","doi":"https://doi.org/10.1145/3274005.3274021","mag":"2910530972"},"language":"en","primary_location":{"id":"doi:10.1145/3274005.3274021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274005.3274021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Computer Systems and Technologies","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/A5020885076","display_name":"Marin Fotache","orcid":"https://orcid.org/0000-0002-5873-159X"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marin Fotache","raw_affiliation_strings":["Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017206436","display_name":"Valeric\u0103 Greavu-\u015eerban","orcid":"https://orcid.org/0000-0003-2619-4598"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Valeric\u0103 Greavu-\u015eerban","raw_affiliation_strings":["Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017411739","display_name":"Ionu\u0163 Hrubaru","orcid":null},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ionu\u0163 Hrubaru","raw_affiliation_strings":["Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043946851","display_name":"Alexandru Tic\u0103","orcid":null},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandru Tic\u0103","raw_affiliation_strings":["Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alexandru Ioan Cuza University of Ia\u015fi, Carol, Rom\u00e2nia","institution_ids":["https://openalex.org/I138164181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21957496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"110","last_page":"115"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9925000071525574,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9919000267982483,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.806084394454956},{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.7707134485244751},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7442261576652527},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.689379096031189},{"id":"https://openalex.org/keywords/nosql","display_name":"NoSQL","score":0.6563870906829834},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.6322950124740601},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.6058251857757568},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5652919411659241},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.44676342606544495},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.44483959674835205},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4299320578575134}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806084394454956},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.7707134485244751},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7442261576652527},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.689379096031189},{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.6563870906829834},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.6322950124740601},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.6058251857757568},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5652919411659241},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.44676342606544495},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.44483959674835205},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4299320578575134}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3274005.3274021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274005.3274021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Computer Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1587026990","https://openalex.org/W1595596071","https://openalex.org/W1810028515","https://openalex.org/W2004394790","https://openalex.org/W2053029130","https://openalex.org/W2083854694","https://openalex.org/W2084523460","https://openalex.org/W2084568010","https://openalex.org/W2110086534","https://openalex.org/W2155895457","https://openalex.org/W2225786961","https://openalex.org/W2295606413","https://openalex.org/W2394680079","https://openalex.org/W2524947710","https://openalex.org/W2580992973","https://openalex.org/W2582743722","https://openalex.org/W2768805879","https://openalex.org/W2970515629","https://openalex.org/W4399576166"],"related_works":["https://openalex.org/W4385834214","https://openalex.org/W2621972978","https://openalex.org/W3129344858","https://openalex.org/W3001928035","https://openalex.org/W2791661407","https://openalex.org/W4320802139","https://openalex.org/W4301431331","https://openalex.org/W2588045195","https://openalex.org/W2957025774","https://openalex.org/W2889462242"],"abstract_inverted_index":{"Big":[0,64],"Data":[1,65],"technologies":[2],"brought":[3],"the":[4,136,167],"idea":[5],"of":[6,18,21,43,121,139,146,174],"parallel":[7],"processing":[8,50,83,176],"on":[9,125],"cheaper":[10,44],"commodity":[11,85],"servers.":[12],"When":[13],"dealing":[14],"with":[15,75],"huge":[16],"amount":[17],"data,":[19],"instead":[20],"migrating":[22],"to":[23,39],"more":[24,37,102],"performant":[25],"and":[26,67,89,96,142,153,162],"costly":[27],"hardware":[28],"platforms,":[29],"or":[30],"buying":[31],"resources":[32,95],"in":[33],"cloud,":[34],"it":[35],"is":[36],"affordable":[38],"add":[40],"a":[41,78,106,122,126,171],"number":[42],"servers":[45],"as":[46,119],"nodes":[47],"for":[48,63,80,101,135,155,164],"data":[49,54,82,175],"and/or":[51],"storage.":[52],"NoSQL":[53],"stores,":[55],"Hadoop":[56,123],"ecosystems,":[57],"NewSQL":[58],"platforms":[59],"have":[60,93],"proved":[61],"viable":[62],"storage":[66],"processing.":[68],"In":[69],"this":[70],"paper":[71],"we":[72],"were":[73,133,150,160],"concerned":[74],"setting":[76],"up":[77],"platform":[79],"big":[81],"using":[84],"workstations.":[86],"Many":[87],"small":[88],"medium":[90],"sized":[91],"companies":[92],"limited":[94],"their":[97],"workstations":[98],"remain":[99],"unused":[100],"than":[103],"12":[104],"hours":[105],"day.":[107],"Here":[108],"Beowulf":[109],"Cluster":[110],"Computing":[111],"could":[112],"prove":[113],"useful.":[114],"Apache":[115],"Impala":[116],"was":[117],"installed":[118],"part":[120],"distribution":[124],"9-node":[127],"cluster.":[128],"Three":[129],"TPC-H":[130],"database":[131],"schema":[132],"loaded":[134],"scale":[137,157],"factors":[138],"1,":[140],"2":[141],"10GB.":[143],"A":[144],"series":[145],"100":[147],"SQL":[148],"queries":[149],"randomly":[151],"generated":[152],"executed":[154],"each":[156],"factor.":[158],"Results":[159],"collected":[161],"analyzed":[163],"determining":[165],"if":[166],"cluster":[168],"can":[169],"provide":[170],"decent":[172],"level":[173],"performance.":[177]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
