{"id":"https://openalex.org/W2211113829","doi":"https://doi.org/10.1109/tpds.2016.2623309","title":"Beehive: Erasure Codes for Fixing Multiple Failures in Distributed Storage Systems","display_name":"Beehive: Erasure Codes for Fixing Multiple Failures in Distributed Storage Systems","publication_year":2016,"publication_date":"2016-10-31","ids":{"openalex":"https://openalex.org/W2211113829","doi":"https://doi.org/10.1109/tpds.2016.2623309","mag":"2211113829"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2016.2623309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2623309","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","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/A5100361690","display_name":"Jun Li","orcid":"https://orcid.org/0000-0001-8266-7463"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","[Department of Electrical and Computer Engineering, University of Toronto, Canada.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"[Department of Electrical and Computer Engineering, University of Toronto, Canada.]","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083596391","display_name":"Baochun Li","orcid":"https://orcid.org/0000-0003-2404-0974"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Baochun Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","[Department of Electrical and Computer Engineering, University of Toronto, Canada.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"[Department of Electrical and Computer Engineering, University of Toronto, Canada.]","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":2.0719,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88821769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"5","first_page":"1257","last_page":"1270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.9991000294685364,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.991599977016449,"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":0.7294827103614807},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.7096853256225586},{"id":"https://openalex.org/keywords/erasure-code","display_name":"Erasure code","score":0.684190034866333},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6678833961486816},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.5907310247421265},{"id":"https://openalex.org/keywords/distributed-data-store","display_name":"Distributed data store","score":0.5738512277603149},{"id":"https://openalex.org/keywords/erasure","display_name":"Erasure","score":0.5687178373336792},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5367271900177002},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5364900827407837},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4747474789619446},{"id":"https://openalex.org/keywords/storage-efficiency","display_name":"Storage efficiency","score":0.451049268245697},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4453992545604706},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.24718302488327026},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21195629239082336},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.2043282687664032},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16508352756500244},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.15411993861198425},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11755865812301636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.093054860830307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7294827103614807},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.7096853256225586},{"id":"https://openalex.org/C137529215","wikidata":"https://www.wikidata.org/wiki/Q5385031","display_name":"Erasure code","level":3,"score":0.684190034866333},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6678833961486816},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.5907310247421265},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.5738512277603149},{"id":"https://openalex.org/C2778790127","wikidata":"https://www.wikidata.org/wiki/Q484885","display_name":"Erasure","level":2,"score":0.5687178373336792},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5367271900177002},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5364900827407837},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4747474789619446},{"id":"https://openalex.org/C121838778","wikidata":"https://www.wikidata.org/wiki/Q7619924","display_name":"Storage efficiency","level":2,"score":0.451049268245697},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4453992545604706},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.24718302488327026},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21195629239082336},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.2043282687664032},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16508352756500244},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.15411993861198425},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11755865812301636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.093054860830307},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpds.2016.2623309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2623309","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.953.7339","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.953.7339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.usenix.org/system/files/conference/hotstorage15/hotstorage15-li.pdf","raw_type":"text"},{"id":"mag:2211113829","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/hotstorage/hotstorage2015.html#LiL15","pdf_url":null,"source":{"id":"https://openalex.org/S4306421118","display_name":"USENIX conference on Hot topics in storage and file systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"USENIX conference on Hot topics in storage and file systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1510496002","https://openalex.org/W1629652666","https://openalex.org/W1647846156","https://openalex.org/W1967651570","https://openalex.org/W1977073502","https://openalex.org/W1979408141","https://openalex.org/W1984324195","https://openalex.org/W1991499930","https://openalex.org/W1999085952","https://openalex.org/W2052678402","https://openalex.org/W2056826630","https://openalex.org/W2058863419","https://openalex.org/W2063987864","https://openalex.org/W2069026918","https://openalex.org/W2102750740","https://openalex.org/W2105185344","https://openalex.org/W2111915261","https://openalex.org/W2126295689","https://openalex.org/W2128268793","https://openalex.org/W2134191435","https://openalex.org/W2138744797","https://openalex.org/W2141461253","https://openalex.org/W2147448550","https://openalex.org/W2150777202","https://openalex.org/W2153923251","https://openalex.org/W2158052286","https://openalex.org/W2159416784","https://openalex.org/W2166589659","https://openalex.org/W2282159182","https://openalex.org/W2399906196","https://openalex.org/W2963362241","https://openalex.org/W2964017195","https://openalex.org/W3106482607","https://openalex.org/W6601658435","https://openalex.org/W6606324823","https://openalex.org/W6636565893","https://openalex.org/W6678971312","https://openalex.org/W6696960739","https://openalex.org/W6722678105"],"related_works":["https://openalex.org/W2541156093","https://openalex.org/W2128268793","https://openalex.org/W2138744797","https://openalex.org/W330091898","https://openalex.org/W1905719725","https://openalex.org/W2766902449","https://openalex.org/W2238041365","https://openalex.org/W2591388439","https://openalex.org/W2012038057","https://openalex.org/W2791482597","https://openalex.org/W3088311959","https://openalex.org/W161935662","https://openalex.org/W2157451524","https://openalex.org/W3101622563","https://openalex.org/W2973938298","https://openalex.org/W2341029337","https://openalex.org/W2022527302","https://openalex.org/W1923096485","https://openalex.org/W3013217903","https://openalex.org/W2074190161"],"abstract_inverted_index":{"In":[0,106],"distributed":[1,54],"storage":[2,42,50,55,81,128,153,162],"systems,":[3],"erasure":[4,19,94],"codes":[5,95,131,172],"have":[6,206],"been":[7,62,90],"increasingly":[8],"deployed":[9],"to":[10,36,68,96,121,173],"tolerate":[11],"server":[12],"failures":[13],"without":[14,99],"loss":[15],"of":[16,30,72,93,118,139,181,212],"data.":[17],"Traditional":[18],"codes,":[20,24,112,166,176],"such":[21],"as":[22,164],"Reed-Solomon":[23,156,165],"suffer":[25],"from":[26,79],"a":[27,53,136,223],"high":[28],"volume":[29,71,117,211],"network":[31,73,119,182,214],"transfer":[32,74],"and":[33,190,196,216],"disk":[34,217],"I/O":[35,218],"recover":[37],"unavailable":[38,45],"data":[39,46,78,124],"at":[40,47,83,142],"failed":[41,49,127],"servers.":[43,129],"Typically,":[44],"different":[48],"servers":[51,82],"in":[52,194],"system":[56,104,140],"are":[57],"fixed":[58],"separately.":[59],"It":[60],"has":[61,89],"shown":[63,208],"that":[64,209],"it":[65,98],"is":[66],"possible":[67],"reduce":[69],"the":[70,84,116,123,160,210],"significantly":[75],"by":[76,222],"reconstructing":[77],"multiple":[80,126],"same":[85],"time.":[86],"However,":[87],"there":[88],"no":[91,145],"construction":[92],"achieve":[97,159],"imposing":[100],"strict":[101],"constraints":[102],"on":[103,125,200],"parameters.":[105],"this":[107],"paper,":[108],"we":[109,167],"propose":[110],"Beehive":[111,130,171,175,189,192],"designed":[113],"for":[114],"optimizing":[115],"transfers":[120,183,215],"fix":[122],"can":[132,219],"be":[133,220],"constructed":[134],"over":[135],"wide":[137],"range":[138],"parameters":[141],"code":[143],"rate":[144],"more":[146,152],"than":[147,155],"0.5,":[148],"while":[149],"incurring":[150],"slightly":[151],"overhead":[154,163],"codes.":[157],"To":[158],"optimal":[161],"further":[168],"extend":[169],"vanilla":[170],"MDS":[174,191],"which":[177],"incurs":[178],"near-optimal":[179],"volumes":[180],"during":[184],"reconstruction.":[185],"We":[186],"implement":[187],"both":[188,213],"Codes":[193],"C++":[195],"evaluate":[197],"their":[198],"performance":[199],"Amazon":[201],"EC2.":[202],"Our":[203],"evaluation":[204],"results":[205],"clearly":[207],"conserved":[221],"substantial":[224],"margin.":[225]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}