Federated learning review: Fundamentals, enabling technologies, and future applications
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 …
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
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 …
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …
Computation offloading toward edge computing
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 …
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 …
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 …
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
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 …
VR industry--is it feasible to enable high-quality VR apps on untethered mobile devices such …
Mobile cloud computing: A survey
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 …
inherent problems such as resource scarcity, frequent disconnections, and mobility. Mobile …
Towards wearable cognitive assistance
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 …
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
Smartphones have exploded in popularity in recent years, becoming ever more
sophisticated and capable. As a result, developers worldwide are building increasingly …
sophisticated and capable. As a result, developers worldwide are building increasingly …
Maui: making smartphones last longer with code offload
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 …
mobile code to the infrastructure. Previous approaches to these problems either relied …