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   Articles with "distributed computation" as a keyword



A programming model and foundation for lineage-based distributed computation

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recommendations! Published in 2018 at "Journal of Functional Programming"

DOI: 10.1017/s0956796818000035

Abstract: Abstract The most successful systems for “big data” processing have all adopted functional APIs. We present a new programming model, we call function passing, designed to provide a more principled substrate, or middleware, upon which… read more here.

Keywords: programming model; model; lineage based; function ... See more keywords

Distributed Computation Offloading and Trajectory Optimization in Multi-UAV-Enabled Edge Computing

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recommendations! Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2022.3175050

Abstract: The Internet of Things (IoT) technology has expanded network space by interconnected devices, which has been widely used in various fields, such as environmental monitoring, object tracking, risk warning, etc. Due to insufficient computing capacity,… read more here.

Keywords: computation; distributed computation; edge computing; enabled edge ... See more keywords

Distributed Computation of DNN via DRL With Spatiotemporal State Embedding

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3336695

Abstract: Offloading techniques are considered one of the key enablers of deep neural network (DNN)-based artificial intelligence (AI) services on end devices with limited computing resources. However, offloading DNN layers involves hard combinatorial problems. To this… read more here.

Keywords: state embedding; computation dnn; dnn; distributed computation ... See more keywords

Distributed Computation Offloading in Mobile Fog Computing: A Deep Neural Network Approach

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recommendations! Published in 2022 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2021.3138800

Abstract: In this letter, the performance of offloading is studied, which aims at minimizing the energy consumption in offloading with constraints on the delay. To solve binary computational offloading decision problem, a learning offloading algorithm based… read more here.

Keywords: distributed computation; mobile fog; energy; fog computing ... See more keywords
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Distributed Computation of Quantiles via ADMM

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recommendations! Published in 2017 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2017.2672684

Abstract: In this letter, we derive distributed synchronous and asynchronous algorithms for computing quantiles of the agents' local values. These algorithms are based on the formulation of a suitable problem, explicitly solvable by the alternating direction… read more here.

Keywords: quantiles via; distributed computation; computation quantiles; via admm ... See more keywords

Distributed Computation Offloading for Energy Provision Minimization in WP-MEC Networks With Multiple HAPs

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recommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2024.3502004

Abstract: This paper investigates a wireless powered mobile edge computing (WP-MEC) network with multiple hybrid access points (HAPs) in a dynamic environment, where wireless devices (WDs) harvest energy from radio frequency (RF) signals of HAPs, and… read more here.

Keywords: energy; energy provision; distributed computation; mec ... See more keywords

Service Integrity Assurance for Distributed Computation Outsourcing

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recommendations! Published in 2020 at "IEEE Transactions on Services Computing"

DOI: 10.1109/tsc.2017.2771469

Abstract: In this paper, we propose a method to ensure service integrity for distributed computation outsourcing in different contexts, such as volunteer computing, grid computing, MapReduce computing, and crowdsourcing. We propose replicating the computations among multiple… read more here.

Keywords: proposed method; service integrity; computation outsourcing; distributed computation ... See more keywords

Overcoming Individual Limitations Through Distributed Computation: Rational Information Accumulation in Multigenerational Populations

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recommendations! Published in 2022 at "Topics in Cognitive Science"

DOI: 10.1111/tops.12596

Abstract: Abstract Many of the computational problems people face are difficult to solve under the limited time and cognitive resources available to them. Overcoming these limitations through social interaction is one of the most distinctive features… read more here.

Keywords: information; accumulation multigenerational; distributed computation; information accumulation ... See more keywords