{"id":"https://openalex.org/W2515605341","doi":"https://doi.org/10.1109/icufn.2016.7537070","title":"Performance evaluation of in-memory computing on scale-up and scale-out cluster","display_name":"Performance evaluation of in-memory computing on scale-up and scale-out cluster","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2515605341","doi":"https://doi.org/10.1109/icufn.2016.7537070","mag":"2515605341"},"language":"en","primary_location":{"id":"doi:10.1109/icufn.2016.7537070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2016.7537070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN)","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/A5046086653","display_name":"Tae-Kyung Yoo","orcid":null},"institutions":[{"id":"https://openalex.org/I175669267","display_name":"Carestream (United States)","ror":"https://ror.org/048m16q57","country_code":"US","type":"company","lineage":["https://openalex.org/I175669267"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Taekyung Yoo","raw_affiliation_strings":["Datastreams Corp"],"affiliations":[{"raw_affiliation_string":"Datastreams Corp","institution_ids":["https://openalex.org/I175669267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109337143","display_name":"Minsub Yim","orcid":null},"institutions":[{"id":"https://openalex.org/I175669267","display_name":"Carestream (United States)","ror":"https://ror.org/048m16q57","country_code":"US","type":"company","lineage":["https://openalex.org/I175669267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minsub Yim","raw_affiliation_strings":["Datastreams Corp"],"affiliations":[{"raw_affiliation_string":"Datastreams Corp","institution_ids":["https://openalex.org/I175669267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100980000","display_name":"Ilgyun Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I175669267","display_name":"Carestream (United States)","ror":"https://ror.org/048m16q57","country_code":"US","type":"company","lineage":["https://openalex.org/I175669267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilgyun Jeong","raw_affiliation_strings":["Datastreams Corp"],"affiliations":[{"raw_affiliation_string":"Datastreams Corp","institution_ids":["https://openalex.org/I175669267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102887835","display_name":"Yunsu Lee","orcid":"https://orcid.org/0000-0001-9413-7734"},"institutions":[{"id":"https://openalex.org/I175669267","display_name":"Carestream (United States)","ror":"https://ror.org/048m16q57","country_code":"US","type":"company","lineage":["https://openalex.org/I175669267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunsu Lee","raw_affiliation_strings":["Datastreams Corp"],"affiliations":[{"raw_affiliation_string":"Datastreams Corp","institution_ids":["https://openalex.org/I175669267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113782989","display_name":"Seung-Tae Chun","orcid":null},"institutions":[{"id":"https://openalex.org/I175669267","display_name":"Carestream (United States)","ror":"https://ror.org/048m16q57","country_code":"US","type":"company","lineage":["https://openalex.org/I175669267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seung-Tae Chun","raw_affiliation_strings":["Datastreams Corp"],"affiliations":[{"raw_affiliation_string":"Datastreams Corp","institution_ids":["https://openalex.org/I175669267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046086653"],"corresponding_institution_ids":["https://openalex.org/I175669267"],"apc_list":null,"apc_paid":null,"fwci":1.9905,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89778589,"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":"456","last_page":"461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9941999912261963,"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":0.9930999875068665,"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":0.8308296203613281},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7933022975921631},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6555020809173584},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.5517006516456604},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.542989194393158},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5247785449028015},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5050120949745178},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48686355352401733},{"id":"https://openalex.org/keywords/computer-cluster","display_name":"Computer cluster","score":0.48051226139068604},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4423435926437378},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42180532217025757},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33508944511413574},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3018113970756531},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.26801395416259766},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18773603439331055},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15749701857566833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8308296203613281},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7933022975921631},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6555020809173584},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.5517006516456604},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.542989194393158},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5247785449028015},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5050120949745178},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48686355352401733},{"id":"https://openalex.org/C29140674","wikidata":"https://www.wikidata.org/wiki/Q206637","display_name":"Computer cluster","level":2,"score":0.48051226139068604},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4423435926437378},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42180532217025757},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33508944511413574},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3018113970756531},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.26801395416259766},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18773603439331055},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15749701857566833},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icufn.2016.7537070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2016.7537070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1572856893","https://openalex.org/W1746258828","https://openalex.org/W1902764931","https://openalex.org/W1986989509","https://openalex.org/W2027629826","https://openalex.org/W2038412523","https://openalex.org/W2096125134","https://openalex.org/W2105947650","https://openalex.org/W2114303224","https://openalex.org/W2131975293","https://openalex.org/W2141249441","https://openalex.org/W2155072926","https://openalex.org/W2158535916","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2190012392","https://openalex.org/W3106063644","https://openalex.org/W6637806892"],"related_works":["https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W4246264554","https://openalex.org/W2962431048","https://openalex.org/W3112375919","https://openalex.org/W4233648438","https://openalex.org/W4213304158"],"abstract_inverted_index":{"Apache":[0],"Spark":[1,49],"framework,":[2],"which":[3],"is":[4,11,105],"the":[5,29,44,86,96],"implementation":[6],"of":[7,14,21,34,48],"Resilient":[8],"Distributed":[9],"Datasets(RDD),":[10],"used":[12],"instead":[13],"MapReduce":[15],"on":[16,38],"recent":[17],"data":[18,56],"processing":[19],"models":[20],"Hadoop":[22],"ecosystem.":[23],"In":[24,51],"this":[25],"paper,":[26],"we":[27,101],"evaluated":[28],"performance":[30,92],"and":[31,40,68,83,95],"resource":[32],"usage":[33],"real":[35],"world":[36],"workloads":[37,64],"scale-up":[39,54],"scale-out":[41,71],"clusters":[42],"using":[43],"in-memory":[45],"caching":[46],"feature":[47],"framework.":[50],"our":[52],"experiments,":[53],"processed":[55],"more":[57,106],"efficiently":[58],"than":[59,113],"scaleout":[60],"in":[61,74,88],"write":[62],"intensive":[63],"such":[65,79],"as":[66,80],"Sort":[67],"Scan,":[69],"whereas":[70],"had":[72],"strength":[73],"those":[75],"utilizing":[76],"iterative":[77],"algorithms":[78],"Join,":[81],"Pagerank":[82],"KMeans.":[84],"Considering":[85],"efficiency":[87],"physical":[89,97],"factors":[90],"including":[91],"per":[93],"watt":[94],"space":[98],"each":[99],"occupies,":[100],"show":[102],"that":[103],"it":[104],"advantages":[107],"to":[108],"use":[109],"scale":[110,114],"up":[111],"cluster":[112],"out.":[115]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}