Federated learning review: Fundamentals, enabling technologies, and future applications

S Banabilah, M Aloqaily, E Alsayed, N Malik… - Information processing & …, 2022 - Elsevier
Federated Learning (FL) has been foundational in improving the performance of a wide
range of applications since it was first introduced by Google. Some of the most prominent …

AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives

GK Walia, M Kumar, SS Gill - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …

Computation offloading toward edge computing

L Lin, X Liao, H Jin, P Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
We are living in a world where massive end devices perform computing everywhere and
everyday. However, these devices are constrained by the battery and computational …

The emergence of edge computing

M Satyanarayanan - Computer, 2017 - ieeexplore.ieee.org
Industry investment and research interest in edge computing, in which computing and
storage nodes are placed at the Internet's edge in close proximity to mobile devices or …

Internet of Things (IoT), mobile cloud, cloudlet, mobile IoT, IoT cloud, fog, mobile edge, and edge emerging computing paradigms: Disambiguation and research …

H Elazhary - Journal of network and computer applications, 2019 - Elsevier
Currently, we are experiencing a technological shift, which is expected to change the way
we program and interact with the world. Cloud computing and mobile computing are two …

Furion: Engineering high-quality immersive virtual reality on today's mobile devices

Z Lai, YC Hu, Y Cui, L Sun, N Dai - Proceedings of the 23rd Annual …, 2017 - dl.acm.org
In this paper, we perform a systematic design study of the" elephant in the room" facing the
VR industry--is it feasible to enable high-quality VR apps on untethered mobile devices such …

Mobile cloud computing: A survey

N Fernando, SW Loke, W Rahayu - Future generation computer systems, 2013 - Elsevier
Despite increasing usage of mobile computing, exploiting its full potential is difficult due to its
inherent problems such as resource scarcity, frequent disconnections, and mobility. Mobile …

Towards wearable cognitive assistance

K Ha, Z Chen, W Hu, W Richter, P Pillai… - Proceedings of the 12th …, 2014 - dl.acm.org
We describe the architecture and prototype implementation of an assistive system based on
Google Glass devices for users in cognitive decline. It combines the first-person image …

Thinkair: Dynamic resource allocation and parallel execution in the cloud for mobile code offloading

S Kosta, A Aucinas, P Hui, R Mortier… - 2012 Proceedings IEEE …, 2012 - ieeexplore.ieee.org
Smartphones have exploded in popularity in recent years, becoming ever more
sophisticated and capable. As a result, developers worldwide are building increasingly …

Maui: making smartphones last longer with code offload

E Cuervo, A Balasubramanian, D Cho… - Proceedings of the 8th …, 2010 - dl.acm.org
This paper presents MAUI, a system that enables fine-grained energy-aware offload of
mobile code to the infrastructure. Previous approaches to these problems either relied …