A programming model and foundation for lineage-based distributed computation
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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 Offloading in Mobile Fog Computing: A Deep Neural Network Approach
Sign Up to like & getrecommendations! 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
Distributed Computation of Quantiles via ADMM
Sign Up to like & getrecommendations! 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
Service Integrity Assurance for Distributed Computation Outsourcing
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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