Fog and IoT: An overview of research opportunities

M Chiang, T Zhang - IEEE Internet of things journal, 2016 - ieeexplore.ieee.org
Fog is an emergent architecture for computing, storage, control, and networking that
distributes these services closer to end users along the cloud-to-things continuum. It covers …

Fog computing: An overview of big IoT data analytics

MR Anawar, S Wang, M Azam Zia… - Wireless …, 2018 - Wiley Online Library
A huge amount of data, generated by Internet of Things (IoT), is growing up exponentially
based on nonstop operational states. Those IoT devices are generating an avalanche of …

Edge computing for the Internet of Things: A case study

G Premsankar, M Di Francesco… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The amount of data generated by sensors, actuators, and other devices in the Internet of
Things (IoT) has substantially increased in the last few years. IoT data are currently …

Edge computing for Internet of Things: A survey, e-healthcare case study and future direction

PP Ray, D Dash, D De - Journal of Network and Computer Applications, 2019 - Elsevier
The world has recently witnessed the emergence of huge technological growth in the field of
data transmission and smart living through various modes of information and communication …

IoT stream processing and analytics in the fog

S Yang - IEEE Communications Magazine, 2017 - ieeexplore.ieee.org
The emerging fog paradigm has been attracting increasing interest from both academia and
industry, due to the low-latency, resilient, and cost-effective services it can provide. Many fog …

What the fog? edge computing revisited: Promises, applications and future challenges

J Gedeon, F Brandherm, R Egert, T Grube… - IEEE …, 2019 - ieeexplore.ieee.org
Edge computing brings computing and storage resources closer to (mobile) end users and
data sources, thus bypassing expensive and slow links to distant cloud computing …

Throughput-aware partitioning and placement of applications in fog computing

F Faticanti, F De Pellegrini, D Siracusa… - … on Network and …, 2020 - ieeexplore.ieee.org
Fog computing promises to extend cloud computing to match emerging demands for low
latency, location-awareness and dynamic computation. It thus brings data processing close …

A clustering and ensemble based classifier for data stream classification

KK Wankhade, KC Jondhale, SS Dongre - Applied Soft Computing, 2021 - Elsevier
In the era of data mining, the research industry has great attention to data stream mining as
well as it has a great impact on a wide range of applications like networking …

Reconfigurable intelligent surface for green edge inference in machine learning

S Hua, Y Shi - 2019 IEEE globecom workshops (GC Wkshps), 2019 - ieeexplore.ieee.org
To provide energy-efficient machine learning services for high-stake applications, eg,
drones and autonomous cars, in this paper, we propose a reconfigurable intelligent surface …

Fog networking: An overview on research opportunities

M Chiang - arXiv preprint arXiv:1601.00835, 2016 - arxiv.org
The past 15 years have seen the rise of the Cloud, along with rapid increase in Internet
backbone traffic and more sophisticated cellular core networks. There are three different …