Edge intelligence: Paving the last mile of artificial intelligence with edge computing

Z Zhou, X Chen, E Li, L Zeng, K Luo… - Proceedings of the …, 2019 - ieeexplore.ieee.org
… that naturally suits for edge computing. Therefore, due to space limitation, in the remaining
of this paper, we will focus on the interaction between deep learning and edge computing. We …

Last mile” optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures

Y Gordienko, Y Kochura, V Taran, N Gordienko… - … in computers, 2021 - Elsevier
… models efficiently on edge computing devices. These devices (edge computing accelerators—…
During the last years numerous edge computing accelerators with the correspondent SDK …

Solving the last mile problem in logistics: A mobile edge computing and blockchain‐based unmanned aerial vehicle delivery system

X Li, L Gong, X Liu, F Jiang, W Shi… - Concurrency and …, 2022 - Wiley Online Library
Edge Computing (MEC) and blockchain-based UAV delivery system to resolve the “last
mile… , the blockchain nodes are deployed on the edge nodes to facilitate and secure the UAV …

Computing for rural empowerment: enabled by last-mile telecommunications

S Nandi, S Thota, A Nag… - IEEE …, 2016 - ieeexplore.ieee.org
… areas is a crucial aspect in providing computing and ICT services that can integrate millions
… of cloud computing. This article focuses on the different aspects of providing last-mile rural …

Edge computing [scanning the issue]

W Shi, G Pallis, Z Xu - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… that edge computing will continue to develop rapidly until 2020. After 2020, edge computing
will … intelligence: Paving the last mile of AI with edge computing” conducts a comprehensive …

Last-mile transit service with urban infrastructure data

D Zhang, J Zhao, F Zhang, R Jiang, T He… - ACM Transactions on …, 2016 - dl.acm.org
… of last-mile trips by answering two questions: How long is a typical last-mile trip, and how
frequently do last-mile … In Figure 1, we show last-mile trip lengths between a subway station …

The Last Mile, the Edge, and the Backbone

B BING, GK Chang - … Last Mile: Access Technologies for …, 2018 - books.google.com
… Current last mile (also known as first mile) technologies represent a significant bottleneck
in … We base our study on the DOCSIS cable standard, the first Ethernet-based last mile

Edge computing and IoT analytics for agile optimization in intelligent transportation systems

M Peyman, PJ Copado, RD Tordecilla, LC Martins… - Energies, 2021 - mdpi.com
With the emergence of fog and edge computing, new … posed by cloud, fog, and edge computing
in ITS, and develop a … ) in the context of edge/fog computing. These algorithms allow us …

Liv (e)-ing on the Edge: User-Uploaded Live Streams Driven by" First-Mile" Edge Decisions

J Chen, B Balasubramanian… - … Edge Computing (EDGE), 2019 - ieeexplore.ieee.org
… In the context of CDNs, the “last-mile” mapping between viewers and download servers
has been well-studied (eg, (4)); for example, a CDN can select the download server with the …

Combining software-defined and delay-tolerant approaches in last-mile tactical edge networking

I Zacarias, LP Gaspary, A Kohl… - IEEE …, 2017 - ieeexplore.ieee.org
… Further, the adaptation of this approach to different contexts, such as emergency networks,
and the exploration of edge computing and micro-clouds to complement and extend the …