{"id":"https://openalex.org/W2287818059","doi":"https://doi.org/10.1145/2839509.2844651","title":"Teaching Big Data with a Virtual Cluster","display_name":"Teaching Big Data with a Virtual Cluster","publication_year":2016,"publication_date":"2016-02-17","ids":{"openalex":"https://openalex.org/W2287818059","doi":"https://doi.org/10.1145/2839509.2844651","mag":"2287818059"},"language":"en","primary_location":{"id":"doi:10.1145/2839509.2844651","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2839509.2844651","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2844651&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th ACM Technical Symposium on Computing Science Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2844651&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069845822","display_name":"Joshua Eckroth","orcid":"https://orcid.org/0000-0002-1755-6596"},"institutions":[{"id":"https://openalex.org/I99490713","display_name":"Stetson University","ror":"https://ror.org/01efrfk30","country_code":"US","type":"education","lineage":["https://openalex.org/I99490713"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joshua Eckroth","raw_affiliation_strings":["Stetson University, DeLand, FL, USA"],"affiliations":[{"raw_affiliation_string":"Stetson University, DeLand, FL, USA","institution_ids":["https://openalex.org/I99490713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5069845822"],"corresponding_institution_ids":["https://openalex.org/I99490713"],"apc_list":null,"apc_paid":null,"fwci":5.3079,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95502545,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"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":0.9987000226974487,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9919999837875366,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9907000064849854,"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/big-data","display_name":"Big data","score":0.8875167369842529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7132379412651062},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.6584441065788269},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6421388387680054},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.54128497838974},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.5075510740280151},{"id":"https://openalex.org/keywords/commodity","display_name":"Commodity","score":0.48890653252601624},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4236806333065033},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24429434537887573},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.196664959192276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15581867098808289},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14892315864562988}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8875167369842529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132379412651062},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.6584441065788269},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6421388387680054},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.54128497838974},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.5075510740280151},{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.48890653252601624},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4236806333065033},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24429434537887573},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.196664959192276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15581867098808289},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14892315864562988},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2839509.2844651","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2839509.2844651","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2844651&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th ACM Technical Symposium on Computing Science Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2839509.2844651","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2839509.2844651","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2844651&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th ACM Technical Symposium on Computing Science Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2287818059.pdf","grobid_xml":"https://content.openalex.org/works/W2287818059.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1998792047","https://openalex.org/W2050781391","https://openalex.org/W2060545020","https://openalex.org/W2065876989","https://openalex.org/W2104510303","https://openalex.org/W2119738171","https://openalex.org/W2197266104","https://openalex.org/W3041115735"],"related_works":["https://openalex.org/W590788508","https://openalex.org/W4235873430","https://openalex.org/W2611974471","https://openalex.org/W4313233093","https://openalex.org/W2358082531","https://openalex.org/W2589976903","https://openalex.org/W2335596023","https://openalex.org/W2026719400","https://openalex.org/W2374273535","https://openalex.org/W2353175080"],"abstract_inverted_index":{"Both":[0],"industry":[1],"and":[2,48],"academia":[3],"are":[4],"confronting":[5],"the":[6,50],"challenge":[7],"of":[8,32,56,83],"big":[9,43,68],"data,":[10],"i.e.,":[11],"data":[12,16,44,69],"processing":[13,35,51],"that":[14,25,61],"involves":[15],"so":[17],"voluminous":[18],"or":[19,34],"arriving":[20],"at":[21,92],"such":[22],"high":[23],"velocity":[24],"no":[26],"single":[27],"commodity":[28],"machine":[29],"is":[30,45],"capable":[31],"storing":[33],"them":[36],"all.":[37],"A":[38],"common":[39],"approach":[40],"to":[41,46,53,65,74],"handling":[42],"divide":[47],"distribute":[49],"job":[52],"a":[54,59,75,81],"cluster":[55,76,82],"machines.":[57],"Ideally,":[58],"course":[60],"teaches":[62],"students":[63,72],"how":[64],"work":[66],"with":[67,95],"would":[70],"provide":[71],"access":[73],"for":[77],"hands-on":[78],"practice.":[79],"However,":[80],"physical,":[84],"on-premise":[85],"machines":[86],"may":[87],"be":[88],"prohibitively":[89],"expensive,":[90],"particularly":[91],"smaller":[93,96],"institutions":[94],"budgets.":[97]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
