The Price of Distributed: Rate Loss in the CEO Problem

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buir.contributor.authorAtalik, Arda
buir.contributor.orcidAtalik, Arda|0000-0003-3439-7838
dc.citation.epage130en_US
dc.citation.spage125en_US
dc.contributor.authorAtalik, Arda
dc.contributor.authorKöse, A.
dc.contributor.authorGastpar, M.
dc.coverage.spatialPrinceton, NJ, USAen_US
dc.date.accessioned2023-02-17T11:13:22Z
dc.date.available2023-02-17T11:13:22Z
dc.date.issued2022-04-14
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.descriptionConference Name: 56th Annual Conference on Information Sciences and Systems, CISS 2022, Code 178774en_US
dc.descriptionDate of Conference: 9 March 2022through 11 March 2022en_US
dc.description.abstractIn the distributed remote (CEO) source coding problem, many separate encoders observe independently noisy copies of an underlying source. The rate loss is the difference between the rate required in this distributed setting and the rate that would be required in a setting where the encoders can fully cooperate. In this sense, the rate loss characterizes the price of distributed processing. We survey and extend the known results on the rate loss in various settings, with a particular emphasis on the case where the noise in the observations is Gaussian, but the underlying source is general.en_US
dc.description.provenanceSubmitted by Mustafa Er (mer@bilkent.edu.tr) on 2023-02-17T11:13:21Z No. of bitstreams: 1 The Price of Distributed Rate Loss in the CEO Problem.pdf: 1137199 bytes, checksum: 5398b76fbdf2b5de872577f376d52bd2 (MD5)en
dc.description.provenanceMade available in DSpace on 2023-02-17T11:13:22Z (GMT). No. of bitstreams: 1 The Price of Distributed Rate Loss in the CEO Problem.pdf: 1137199 bytes, checksum: 5398b76fbdf2b5de872577f376d52bd2 (MD5) Previous issue date: 2022-04-14en
dc.identifier.doi10.1109/CISS53076.2022.9751153en_US
dc.identifier.eisbn9781665417969
dc.identifier.urihttp://hdl.handle.net/11693/111507
dc.language.isoEnglishen_US
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_US
dc.relation.isversionofhttps://dx.doi.org/10.1109/CISS53076.2022.9751153en_US
dc.source.title2022 56th Annual Conference on Information Sciences and Systems, CISS 2022en_US
dc.subjectCEO problemen_US
dc.subjectrate lossen_US
dc.subjectremote source coding problemen_US
dc.subjectGaussian noiseen_US
dc.titleThe Price of Distributed: Rate Loss in the CEO Problemen_US
dc.typeConference Paperen_US

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