{"id":"https://openalex.org/W2031427135","doi":"https://doi.org/10.1109/tcc.2014.2316810","title":"Extending MapReduce across Clouds with BStream","display_name":"Extending MapReduce across Clouds with BStream","publication_year":2014,"publication_date":"2014-04-11","ids":{"openalex":"https://openalex.org/W2031427135","doi":"https://doi.org/10.1109/tcc.2014.2316810","mag":"2031427135"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2014.2316810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2014.2316810","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-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/A5019492193","display_name":"Sriram Kailasam","orcid":"https://orcid.org/0000-0002-2218-8660"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriram Kailasam","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007323542","display_name":"Prateek Dhawalia","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prateek Dhawalia","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050780471","display_name":"S. Balaji","orcid":"https://orcid.org/0000-0001-5037-3110"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. J. Balaji","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060311841","display_name":"Geeta Iyer","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Geeta Iyer","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041047888","display_name":"D. Janakiram","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Janakiram Dharanipragada","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.7669,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.98619317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2","issue":"3","first_page":"362","last_page":"376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9975000023841858,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8771790266036987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8622157573699951},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7259646058082581},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7068977355957031},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6577587127685547},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5872507095336914},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.5458800792694092},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.5181964039802551},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5120366215705872},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4201371967792511},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.41028618812561035},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36168789863586426},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.31010037660598755},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2429760992527008},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21086007356643677},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09669512510299683}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8771790266036987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8622157573699951},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7259646058082581},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7068977355957031},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6577587127685547},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5872507095336914},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.5458800792694092},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.5181964039802551},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5120366215705872},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4201371967792511},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.41028618812561035},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36168789863586426},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.31010037660598755},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2429760992527008},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21086007356643677},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09669512510299683},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2014.2316810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2014.2316810","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322211","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W16186195","https://openalex.org/W1588984069","https://openalex.org/W1834532152","https://openalex.org/W1975654601","https://openalex.org/W1985419898","https://openalex.org/W2002472616","https://openalex.org/W2025549137","https://openalex.org/W2028280060","https://openalex.org/W2033607782","https://openalex.org/W2045635963","https://openalex.org/W2047651421","https://openalex.org/W2070275167","https://openalex.org/W2072129576","https://openalex.org/W2109685026","https://openalex.org/W2109703169","https://openalex.org/W2112658241","https://openalex.org/W2120709360","https://openalex.org/W2121382795","https://openalex.org/W2124994175","https://openalex.org/W2131545101","https://openalex.org/W2148453719","https://openalex.org/W2150502657","https://openalex.org/W2151763581","https://openalex.org/W2155909634","https://openalex.org/W2156109110","https://openalex.org/W2173213060","https://openalex.org/W2215904967","https://openalex.org/W2912802084","https://openalex.org/W6600634475","https://openalex.org/W6639007902","https://openalex.org/W6758383543"],"related_works":["https://openalex.org/W2525347233","https://openalex.org/W2971894545","https://openalex.org/W3045238515","https://openalex.org/W2367055447","https://openalex.org/W2998574861","https://openalex.org/W2539672212","https://openalex.org/W2618695665","https://openalex.org/W2312584735","https://openalex.org/W3049475622","https://openalex.org/W2399751264"],"abstract_inverted_index":{"Today,":[0],"batch":[1],"processing":[2,71,77,152],"frameworks":[3],"like":[4],"Hadoop":[5,64],"MapReduce":[6,30,54],"are":[7],"difficult":[8],"to":[9,11,15,82,90,99,150],"scale":[10],"multiple":[12],"clouds":[13],"due":[14,149],"latencies":[16],"involved":[17,122],"in":[18,41,58,65,72,123,156],"inter-cloud":[19],"data":[20,81],"transfer":[21,113],"and":[22,78,117,129,145,153],"synchronization":[23],"overheads":[24],"during":[25],"shuffle-phase.":[26],"This":[27],"inhibits":[28],"the":[29,42,59,66,101,120,125,161],"framework":[31,52,89],"from":[32,127],"guaranteeing":[33],"performance":[34,147],"at":[35],"variable":[36],"load":[37],"surges":[38],"without":[39],"over-provisioning":[40],"internal":[43,67],"cloud":[44,50,61,68],"(IC).":[45,69],"We":[46,86,105,137],"propose":[47,106],"BStream,":[48],"a":[49],"bursting":[51],"for":[53],"that":[55,110],"couples":[56],"stream-processing":[57],"external":[60],"(EC)":[62],"with":[63,114,141],"Stream":[70],"EC":[73,128],"enables":[74],"pipelined":[75],"uploading,":[76],"downloading":[79],"of":[80,103,164],"minimize":[83,100],"network":[84],"latencies.":[85],"use":[87],"this":[88],"meet":[91],"job":[92,134],"deadlines.":[93],"BStream":[94,140],"uses":[95],"an":[96],"analytical":[97],"model":[98],"usage":[102],"EC.":[104,157],"different":[107],"checkpointing":[108,154],"strategies":[109,155],"overlap":[111],"output":[112],"input":[115],"transfer/processing":[116],"simultaneously":[118],"reduce":[119],"computation":[121],"merging":[124],"results":[126],"IC.":[130],"Checkpointing":[131],"further":[132],"reduces":[133],"completion":[135],"time.":[136],"experimentally":[138],"compare":[139],"other":[142],"related":[143],"works":[144],"illustrate":[146],"benefits":[148],"stream":[151],"Lastly,":[158],"we":[159],"characterize":[160],"operational":[162],"regime":[163],"BStream.":[165]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":8}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}