Communication-efficient edge AI: Algorithms and systems

Y Shi, K Yang, T Jiang, J Zhang… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) has achieved remarkable breakthroughs in a wide range of fields,
ranging from speech processing, image classification to drug discovery. This is driven by the …

Security of internet of things edge devices

Z Lv - Software: Practice and Experience, 2021 - Wiley Online Library
The purpose of the study is to meet the more needs of the future social development for the
Internet of things (IoT) and make IoT better provide more convenience for people and reduce …

Delay-optimal coded offloading for distributed edge computing in fading environments

X He, T Li, R Jin, H Dai - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
The rapid growth in scale and complexity of mobile applications fosters the development of
the coded edge computing paradigm. By exploiting the redundancy in the encoded …

Optimal load allocation for coded distributed computation in heterogeneous clusters

D Kim, H Park, JK Choi - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Recently, coding has been a useful technique to mitigate stragglers' effect in distributed
computing. However, coding in this context has been mainly explored assuming …

Incentive-based coded distributed computing management for latency reduction in IoT services—A game theoretic approach

N Kim, D Kim, J Lee, D Niyato… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
This article studies distributed computing (DC) mechanisms on heterogeneous mobile
devices (MDs) for latency reduction (LR) in Internet-of-Things (IoT) services by mitigating the …

A coded distributed computing framework for task offloading from multi-UAV to edge servers

Y Guo, S Gu, Q Zhang, N Zhang… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have been widely used in wireless edge networks for task
offloading, with the advantages of their agile management and high-flexibility deployment …

Latency optimization for coded computation straggled by wireless transmission

F Wu, L Chen - IEEE Wireless Communications Letters, 2020 - ieeexplore.ieee.org
Although distributed computing is an efficient solution to large-scale computational tasks, its
performance is determined by the slowest computing nodes, ie, the computation stragglers …

System analysis of caching requests on network computing nodes

M Pasyeka, V Sheketa, N Pasieka… - 2019 3rd …, 2019 - ieeexplore.ieee.org
A systematic study of technologies and concepts used for the design and construction of
distributed fail-safe web systems has been conducted. The general principles of the design …

TBOMC: A task-block-based overlapping matching-coalition scheme for task offloading in vehicular fog computing

Z Wei, B Li, R Zhang, X Cheng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Vehicular fog computing (VFC) is regarded as a promising framework for vehicular
computing applications by utilizing local spare resources of nearby vehicles to conduct …

Location Privacy-Aware and Energy-Efficient Offloading for Distributed Edge Computing

Y He, X He, R Jin, H Dai - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Driven by the ever-increasing scale and intensity of the computing tasks arising from various
mobile applications, distributed edge computing has fostered wide research interests. It can …