{"id":"https://openalex.org/W2551100643","doi":"https://doi.org/10.1109/allerton.2013.6736701","title":"Cloud K-SVD: Computing data-adaptive representations in the cloud","display_name":"Cloud K-SVD: Computing data-adaptive representations in the cloud","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2551100643","doi":"https://doi.org/10.1109/allerton.2013.6736701","mag":"2551100643"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2013.6736701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2013.6736701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton)","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/A5058429805","display_name":"Haroon Raja","orcid":null},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haroon Raja","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028718006","display_name":"Waheed U. Bajwa","orcid":"https://orcid.org/0000-0003-4406-5263"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Waheed U. Bajwa","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058429805"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":2.8187,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90382728,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"53","issue":null,"first_page":"1474","last_page":"1481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9965999722480774,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","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":0.8145451545715332},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.730806291103363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7195531725883484},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.6802722215652466},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6416357755661011},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.597809910774231},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39538857340812683},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3833968937397003},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3540303707122803},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.287303626537323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2433670163154602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16985374689102173}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8145451545715332},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.730806291103363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195531725883484},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.6802722215652466},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6416357755661011},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.597809910774231},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39538857340812683},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3833968937397003},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3540303707122803},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.287303626537323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2433670163154602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16985374689102173},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/allerton.2013.6736701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2013.6736701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.587.7640","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.587.7640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.rci.rutgers.edu/~wub1/pubs/allerton13_cloudKSVD.pdf","raw_type":"text"},{"id":"pmh:oai:alma.01RUT_INST:11665235230004646","is_oa":false,"landing_page_url":"https://scholarship.libraries.rutgers.edu/esploro/outputs/conferenceProceeding/Cloud-K-SVD-Computing-data-adaptive-representations-in/991031666211904646","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1981745143","https://openalex.org/W1986931325","https://openalex.org/W2004744336","https://openalex.org/W2005876975","https://openalex.org/W2012352340","https://openalex.org/W2020677486","https://openalex.org/W2023401026","https://openalex.org/W2023630749","https://openalex.org/W2024307985","https://openalex.org/W2026678899","https://openalex.org/W2030928730","https://openalex.org/W2071128523","https://openalex.org/W2074796812","https://openalex.org/W2078204800","https://openalex.org/W2092507976","https://openalex.org/W2097835431","https://openalex.org/W2102929596","https://openalex.org/W2106221286","https://openalex.org/W2107396783","https://openalex.org/W2114237613","https://openalex.org/W2127271355","https://openalex.org/W2130613472","https://openalex.org/W2132291180","https://openalex.org/W2142535750","https://openalex.org/W2142940228","https://openalex.org/W2143168132","https://openalex.org/W2151565294","https://openalex.org/W2153663612","https://openalex.org/W2160547390","https://openalex.org/W2160643434","https://openalex.org/W2162761269","https://openalex.org/W2163112044","https://openalex.org/W2164280966","https://openalex.org/W2167919134","https://openalex.org/W2172813797","https://openalex.org/W2177347332","https://openalex.org/W2798909945","https://openalex.org/W3100720754","https://openalex.org/W6676729908"],"related_works":["https://openalex.org/W3100286349","https://openalex.org/W2896134808","https://openalex.org/W4289378085","https://openalex.org/W4294291164","https://openalex.org/W3172436493","https://openalex.org/W1887135636","https://openalex.org/W2654090051","https://openalex.org/W4287164812","https://openalex.org/W2386063599","https://openalex.org/W1975884855"],"abstract_inverted_index":{"This":[0],"paper":[1,52,104],"studies":[2],"the":[3,45,55,87,141],"problem":[4],"of":[5,18,44,58,61,82,89,96,110,128,130,135,143],"data-adaptive":[6,91],"representations":[7,92],"for":[8,74],"big,":[9],"distributed":[10,68,80],"data.":[11,39],"It":[12],"is":[13],"assumed":[14],"that":[15,113],"a":[16,33,59,67,76,107,123],"number":[17],"geographically-distributed,":[19],"interconnected":[20],"sites":[21],"have":[22],"massive":[23],"local":[24,131],"data":[25,81,98,132],"and":[26,120,133],"they":[27],"are":[28],"interested":[29],"in":[30,126],"collaboratively":[31],"learning":[32,75],"low-dimensional":[34],"geometric":[35,56],"structure":[36,57,78],"underlying":[37,79],"these":[38],"In":[40],"contrast":[41],"to":[42],"some":[43],"previous":[46],"works":[47],"on":[48,54],"subspace":[49],"representations,":[50],"this":[51],"focuses":[53],"union":[60],"subspaces":[62],"(UoS).":[63],"Specifically,":[64],"it":[65,138],"proposes":[66],"algorithm,":[69],"termed":[70],"as":[71],"cloud":[72,111,144],"K-SVD,":[73],"UoS":[77],"interest.":[83],"Cloud":[84],"K-SVD":[85,112],"accomplishes":[86],"goal":[88],"collaborative":[90],"without":[93],"requiring":[94],"communication":[95],"individual":[97],"samples":[99],"between":[100],"different":[101],"sites.":[102],"The":[103],"also":[105],"provides":[106],"partial":[108],"analysis":[109],"gives":[114],"insights":[115],"into":[116],"its":[117],"convergence":[118],"properties":[119,129],"deviations":[121],"from":[122],"centralized":[124],"solution":[125],"terms":[127],"topology":[134],"interconnections.":[136],"Finally,":[137],"numerically":[139],"illustrates":[140],"efficacy":[142],"K-SVD.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}