{"id":"https://openalex.org/W2592322268","doi":"https://doi.org/10.1145/3017680.3017705","title":"Teaching Big Data and Cloud Computing with a Physical Cluster","display_name":"Teaching Big Data and Cloud Computing with a Physical Cluster","publication_year":2017,"publication_date":"2017-03-07","ids":{"openalex":"https://openalex.org/W2592322268","doi":"https://doi.org/10.1145/3017680.3017705","mag":"2592322268"},"language":"en","primary_location":{"id":"doi:10.1145/3017680.3017705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3017680.3017705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","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/A5033383597","display_name":"Jesse Eickholt","orcid":"https://orcid.org/0000-0002-1764-1838"},"institutions":[{"id":"https://openalex.org/I1629065","display_name":"Central Michigan University","ror":"https://ror.org/02xawj266","country_code":"US","type":"education","lineage":["https://openalex.org/I1629065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesse Eickholt","raw_affiliation_strings":["Central Michigan University, Mt. Pleasant, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Michigan University, Mt. Pleasant, MI, USA","institution_ids":["https://openalex.org/I1629065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058911946","display_name":"Sharad Shrestha","orcid":"https://orcid.org/0000-0002-1338-087X"},"institutions":[{"id":"https://openalex.org/I1629065","display_name":"Central Michigan University","ror":"https://ror.org/02xawj266","country_code":"US","type":"education","lineage":["https://openalex.org/I1629065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharad Shrestha","raw_affiliation_strings":["Central Michigan University, Mt. Pleasant, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Michigan University, Mt. Pleasant, MI, USA","institution_ids":["https://openalex.org/I1629065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1629065"],"apc_list":null,"apc_paid":null,"fwci":1.5193,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86577816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"181"},"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":0.9855999946594238,"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":0.9818999767303467,"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/cloud-computing","display_name":"Cloud computing","score":0.9121565222740173},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8550901412963867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.750970721244812},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.643661379814148},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5843505859375},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.44565606117248535},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.42889341711997986},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17148610949516296},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0742015540599823}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9121565222740173},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8550901412963867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.750970721244812},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.643661379814148},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5843505859375},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.44565606117248535},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.42889341711997986},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17148610949516296},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0742015540599823},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3017680.3017705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3017680.3017705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W990722505","https://openalex.org/W1585067194","https://openalex.org/W2038316281","https://openalex.org/W2055629425","https://openalex.org/W2060545020","https://openalex.org/W2065876989","https://openalex.org/W2104510303","https://openalex.org/W2134854368","https://openalex.org/W2197266104","https://openalex.org/W2223126433","https://openalex.org/W2287818059","https://openalex.org/W2498778289","https://openalex.org/W6680247491"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4244478748","https://openalex.org/W572531444","https://openalex.org/W2921575628"],"abstract_inverted_index":{"Cloud":[0,24,48,66,100,139,210,291],"Computing":[1,25,49,101,140,292],"and":[2,12,26,35,47,67,71,73,89,99,105,115,129,138,151,174,194,197,214,234,243,264,275,293,297],"Big":[3,27,45,68,97,136,212,294],"Data":[4,28,46,69,98,137,213,215,295],"continue":[5],"to":[6,56,95,159,182,188,288],"be":[7,143,301],"disruptive":[8],"forces":[9],"in":[10,16,23,41,44,76,118,124,166,180,184,230,283],"computing":[11],"have":[13,92,112],"made":[14],"inroads":[15],"the":[17,33,125,155,172,186,195,228,249],"Computer":[18],"Science":[19],"curriculum,":[20],"with":[21,59,190,260],"courses":[22,43,141,207,296],"being":[29],"routinely":[30],"offered":[31],"at":[32],"graduate":[34],"undergraduate":[36],"level.":[37],"One":[38],"major":[39],"challenge":[40],"offering":[42],"is":[50,54,266,280],"resources.":[51],"The":[52],"question":[53],"how":[55],"provide":[57,235],"students":[58],"authentic":[60],"experiences":[61],"making":[62,145],"use":[63,146],"of":[64,120,147,154,176,200,222,232,238,252],"current":[65],"resources":[70],"tools":[72],"do":[74,258],"so":[75],"a":[77,148,177,223,261,285],"cost":[78,128,233,236],"effective":[79],"manner.":[80],"Historically,":[81],"three":[82,219],"options,":[83,245],"namely":[84],"physical":[85,149,178,204,224,262,286],"clusters,":[86,91],"virtual":[87,242],"clusters":[88,104],"cloud-based":[90,106,244],"been":[93],"used":[94],"support":[96,289],"courses.":[102],"Virtual":[103],"options":[107,122],"are":[108],"those":[109],"that":[110,134,152,278],"institutions":[111],"typically":[113],"adopted":[114],"many":[116,153,163],"arguments":[117,157],"favor":[119],"these":[121,239],"exist":[123,259],"literature,":[126],"citing":[127],"performance.":[130],"Here":[131],"we":[132],"argue":[133],"teaching":[135,290],"can":[142],"done":[144],"cluster":[150,179,205,225,263,287],"existing":[156],"fail":[158],"take":[160],"into":[161,247],"account":[162,248],"important":[164],"factors":[165,170],"their":[167],"calculations.":[168],"These":[169],"include":[171],"flexibility":[173],"control":[175],"responding":[181],"changes":[183],"industry,":[185],"ability":[187],"work":[189],"much":[191],"larger":[192],"datasets,":[193],"synergy":[196],"broad":[198],"applicability":[199],"an":[201,253,268],"appropriately":[202],"equipped":[203],"for":[206,270],"such":[208],"as":[209],"Computing,":[211],"Mining.":[216],"We":[217],"present":[218],"possible":[220],"configurations":[221,240],"which":[226],"span":[227],"spectrum":[229],"terms":[231],"comparisons":[237],"against":[241],"taking":[246],"unique":[250],"requirements":[251],"academic":[254],"setting.":[255],"While":[256],"limitations":[257],"it":[265,298],"not":[267,300],"option":[269],"all":[271],"situations,":[272],"our":[273],"analysis":[274],"experience":[276],"indicates":[277],"there":[279],"great":[281],"value":[282],"using":[284],"should":[299],"dismissed.":[302]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}