Výsledky vyhledávání - "distributed function computation"

Information-Theoretic Lower Bounds for Distributed Function Computation Autor Aolin Xu, Raginsky, Maxim

“…We derive information-theoretic converses (i.e., lower bounds) for the minimum time required by any algorithm for distributed function computation…”
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Distributed Function Computation Over a Rooted Directed Tree Autor Sefidgaran, Milad, Tchamkerten, Aslan

“…This paper establishes the capacity region for a class of source coding function computation setups, where sources of information are available at the nodes of…”
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Distributed Function Computation with Confidentiality Autor Tyagi, H.

“…A set of terminals observe correlated data and seek to compute functions of the data using interactive public communication. At the same time, it is required…”
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On Distributed Function Computation in Structure-Free Random Wireless Networks Autor Kamath, Sudeep, Manjunath, D., Mazumdar, Ravi

“…We consider in-network computation of MAX and the approximate histogram in an n-node structure-free random multihop wireless network. The key assumption that…”
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Coded Distributed Function Computation Autor Soto, Pedro Juan

“…A ubiquitous problem in computer science research is the optimization of computation on large data sets. Such computations are usually too large to be…”
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Byzantine Distributed Function Computation Autor Anilkumar, Hari Krishnan P., Sangwan, Neha, Narayanan, Varun, Prabhakaran, Vinod M.

“…We study the distributed function computation problem with k users of which at most s may be controlled by an adversary and characterize the set of functions of the sources the decoder can reconstruct…”
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Extremal Problem with Network-Diameter and -Minimum-Degree for Distributed Function Computation Autor Dai, H. K., Toulouse, M.

“…Distributed function computation has a wide spectrum of major applications in distributed systems…”
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Worst-case asymmetric distributed function computation Autor Agnihotri, Samar, Venkatachalapathy, Rajesh

“…We consider a distributed function computation problem where an information sink communicates with N correlated information sources to compute a given deterministic function of source data…”
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Functional Privacy for Distributed Function Computation Autor Lu, Jian, Xu, Yinfei, Shao, Shuo

“…This paper studies the secure source coding for distributed function computation with a functional privacy constraint…”
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Deep Randomized Distributed Function Computation (DeepRDFC): Neural Distributed Channel Simulation Autor Bergstrom, Didrik, Gunlu, Onur

“…The randomized distributed function computation (RDFC) framework, which unifies many cutting-edge distributed computation and learning applications, is considered. An autoencoder (AE…”
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Randomized Distributed Function Computation with Semantic Communications: Applications to Privacy Autor Gunlu, Onur

“…Randomized distributed function computation refers to remote function computation where transmitters send datato receivers which compute function outputs that are randomized functions of the inputs…”
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Low-Latency Rate-Distortion-Perception Trade-Off: A Randomized Distributed Function Computation Application Autor Gunlu, Onur, Skorski, Maciej, Poor, H. Vincent

“… Formulated within the randomized distributed function computation (RDFC) framework, we establish an achievable non-asymptotic RDP region, providing finite blocklength…”
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Secure Rate-Distortion-Perception Trade-off Over Channels: A Randomized Distributed Function Computation (RDFC) Application Autor Ahlgren, Gustaf, Gunlu, Onur

“…Secure rate-distortion-perception (RDP) trade-offs arise in critical applications, such as semantic compression and privacy-preserving generative coding, where…”
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Interactive Nearest Lattice Point Search in a Distributed Setting: Two Dimensions Autor Vaishampayan, Vinay A., Bollauf, Maiara F.

“…The nearest lattice point problem in <inline-formula> <tex-math notation="LaTeX">\mathbb {R}^{n} </tex-math></inline-formula> is formulated in a distributed…”
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Precoder Design for Communication-Efficient Distributed MIMO Receivers With Controlled Peak-Average Power Ratio Autor Vaishampayan, Vinay A.

“…We consider the problem of communicating over a relay-assisted multiple-input multiple-output (MIMO) channel with additive noise, in which physically separated…”
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On Communication for Distributed Babai Point Computation Autor Bollauf, Maiara F., Vaishampayan, Vinay A., Costa, Sueli I. R.

“…We present a communication-efficient distributed protocol for computing the Babai point, an approximate nearest point for a random vector <inline-formula>…”
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Overhead Performance Tradeoffs-A Resource Allocation Perspective Autor Jie Ren, Boyle, Bradford D., Gwanmo Ku, Weber, Steven, Walsh, John MacLaren

“…A key aspect of many resource allocation problems is the need for the resource controller to compute a function, such as the max or arg max, of the competing…”
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Linear Coding Schemes for the Distributed Computation of Subspaces Autor Lalitha, V., Prakash, N., Vinodh, K., Kumar, P. V., Pradhan, S. S.

“… We consider a distributed function computation setting in which the receiver is interested in the lossless computation of the elements of an s-dimensional subspace W…”
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Distributed function computation over a tree network Autor Sefidgaran, Milad, Tchamkerten, Aslan

“…This paper investigates a distributed function computation setting where the underlying network is a rooted directed tree and where the root wants to compute a function of the sources of information…”
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Distributed Function Computation with Confidentiality Autor Tyagi, Himanshu

“…A set of terminals observe correlated data and seek to compute functions of the data using interactive public communication. At the same time, it is required…”
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