{"id":"https://openalex.org/W2564196720","doi":"https://doi.org/10.1145/3008167.3008171","title":"R3S","display_name":"R3S","publication_year":2016,"publication_date":"2016-12-12","ids":{"openalex":"https://openalex.org/W2564196720","doi":"https://doi.org/10.1145/3008167.3008171","mag":"2564196720"},"language":"en","primary_location":{"id":"doi:10.1145/3008167.3008171","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3008167.3008171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Workshop on Adaptive and Reflective Middleware","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/A5009679637","display_name":"Xinan Yan","orcid":"https://orcid.org/0009-0006-7469-3980"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xinan Yan","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109102776","display_name":"Bernard Wong","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bernard Wong","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016359075","display_name":"Sharon Choy","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sharon Choy","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1951524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.989300012588501,"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":0.989300012588501,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9836999773979187,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9828000068664551,"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":0.48493388295173645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48493388295173645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3008167.3008171","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3008167.3008171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Workshop on Adaptive and Reflective Middleware","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1492815834","https://openalex.org/W1532546444","https://openalex.org/W2038157364","https://openalex.org/W2040728701","https://openalex.org/W2071704971","https://openalex.org/W2105947650","https://openalex.org/W2129554014","https://openalex.org/W2131975293","https://openalex.org/W2140101134","https://openalex.org/W2163961697","https://openalex.org/W2173213060"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"In":[0],"the":[1,68],"past":[2,26],"few":[3],"years,":[4],"Spark":[5,33,58],"has":[6],"seen":[7],"rapid":[8],"adoption":[9],"by":[10,38],"organizations":[11],"that":[12],"require":[13],"high-performance":[14],"data":[15],"processing.":[16],"This":[17],"growth":[18],"stems":[19],"from":[20],"its":[21,35],"significant":[22],"performance":[23,36,54],"improvement":[24,37],"over":[25],"frameworks":[27],"such":[28],"as":[29],"Hadoop":[30],"and":[31],"MapReduce.":[32],"achieves":[34],"aggressively":[39],"storing":[40],"intermediate":[41,69],"computation":[42],"in":[43,45],"memory":[44,65],"order":[46],"to":[47,66,73,76],"avoid":[48],"slow":[49],"disk":[50,77],"accesses.":[51],"However,":[52],"Spark's":[53],"advantage":[55],"disappears":[56],"when":[57],"nodes":[59],"do":[60],"not":[61],"have":[62],"enough":[63],"local":[64],"store":[67],"computations,":[70],"requiring":[71],"results":[72],"be":[74],"written":[75],"or":[78],"recomputed.":[79]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-01-06T00:00:00"}