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Published in 2017 at "Journal of Grid Computing"
DOI: 10.1007/s10723-017-9391-5
Abstract: The heterogeneous computing system (HCS), which is used to deal with complex and enormous business or scientific workflows, is playing a very important role as cloud computing rapidly develops. For multiple workflows computing in HCS,…
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Keywords:
energy;
multiple workflows;
scheduling multiple;
heterogeneous computing ... See more keywords
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Published in 2020 at "Science China Information Sciences"
DOI: 10.1007/s11432-020-2862-7
Abstract: In this paper, a neuromorphic reservoir computing (RC) system with enhanced memory capacity (MC) based on a vertical-cavity surface-emitting laser (VCSEL) subject to double optical feedbacks (DOF) is proposed and investigated numerically. The aim of…
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Keywords:
based system;
computing system;
system;
vcsel based ... See more keywords
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Published in 2019 at "Optics Communications"
DOI: 10.1016/j.optcom.2018.10.014
Abstract: Abstract A reservoir computing (RC) system based on two mutually delay coupled semiconductor lasers (MDC-SLs) subject to optical injection is proposed, and the chaotic time series prediction and signal classification performance for such a system…
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Keywords:
mutually delay;
system;
reservoir computing;
delay coupled ... See more keywords
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Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-77617-7
Abstract: Combinatorial optimization to search for the best solution across a vast number of legal candidates requires the development of a domain-specific computing architecture that can exploit the computational power of physical processes, as conventional general-purpose…
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Keywords:
system;
electronic computing;
solving travelling;
problem ... See more keywords
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Published in 2018 at "Journal of Applied Physics"
DOI: 10.1063/1.5042452
Abstract: The development of an efficient neuromorphic computing system requires the use of nanodevices that intrinsically emulate the biological behavior of neurons and synapses. While numerous artificial synapses have been shown to store weights in a…
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Keywords:
neuron;
inhibition;
domain wall;
neuromorphic computing ... See more keywords
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Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2938552
Abstract: Via a Santa Fe time series prediction task, the performance of a reservoir computing (RC) system based on a delay feedback semiconductor laser (SL) under current modulation is experimentally investigated and evaluated in detail. Experimental…
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Keywords:
system;
performance;
reservoir computing;
performance reservoir ... See more keywords
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Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3150765
Abstract: Large number of Internet of Things (IoT) devices deployed on demand to monitor surroundings and offload computation-intensive tasks to edge servers, which favors low-latency IoT applications. However, some of them scatter in areas with limited…
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Keywords:
trust based;
task;
trust;
task offloading ... See more keywords
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Published in 2023 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.001.2200272
Abstract: Neuromorphic computing is expected to realize fast and energy-efficient artificial neural networks and address the inherent limitations of von Neumann architectures in dedicated communication applications. To realize this vision, we identify the existing challenges in…
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Keywords:
system;
communication;
neuromorphic computing;
design implementation ... See more keywords
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Published in 2020 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2020.3016035
Abstract: In the last decades, environmental pollution has grown up to be a major problem that influences people's health. Providing accurate environmental sensing services is of great significance. To realize environmental sensing, distributed monitoring sites are…
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Keywords:
computing system;
federated region;
edge computing;
region learning ... See more keywords
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Published in 2021 at "IEEE Transactions on Reliability"
DOI: 10.1109/tr.2019.2909279
Abstract: Mobile edge computing system provides cloud computing capabilities at the edge of wireless mobile networks, ensuring low latency, highly efficient computing, and improved user experience. At the same time, computationally intensive components are offloaded from…
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Keywords:
problem;
computing system;
edge computing;
edge ... See more keywords
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Published in 2022 at "IEEE Transactions on Reliability"
DOI: 10.1109/tr.2021.3111031
Abstract: Existing research has been concentrated on improving the reliability of a distributed computing system through optimizing tasks allocation, providing software redundancy and providing hardware redundancy. None of these works considered the performance sharing mechanism in…
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Keywords:
system;
reliability;
distributed computing;
computing system ... See more keywords