Fog computing for sustainable smart cities in the IoT era: Caching techniques and enabling technologies-an overview
H Zahmatkesh, F Al-Turjman - Sustainable cities and society, 2020 - Elsevier
In recent decade, the number of devices involved with the Internet of Things (IoT)
phenomena has increased dramatically. Parallel to this, fog computing paradigm has been …
phenomena has increased dramatically. Parallel to this, fog computing paradigm has been …
A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques
A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …
as much as possible. This paradigm made modern solutions, such as recommendation …
Living on the edge: The role of proactive caching in 5G wireless networks
This article explores one of the key enablers of beyond 4G wireless networks leveraging
small cell network deployments, proactive caching. Endowed with predictive capabilities and …
small cell network deployments, proactive caching. Endowed with predictive capabilities and …
Big data caching for networking: Moving from cloud to edge
In order to cope with the relentless data tsunami in 5G wireless networks, current
approaches such as acquiring new spectrum, deploying more BSs, and increasing nodes in …
approaches such as acquiring new spectrum, deploying more BSs, and increasing nodes in …
Hybrid recommender system based on autoencoders
A standard model for Recommender Systems is the Matrix Completion setting: given
partially known matrix of ratings given by users (rows) to items (columns), infer the unknown …
partially known matrix of ratings given by users (rows) to items (columns), infer the unknown …
Deep learning and blockchain-empowered security framework for intelligent 5G-enabled IoT
S Rathore, JH Park, H Chang - IEEE access, 2021 - ieeexplore.ieee.org
Recently, many IoT applications, such as smart transportation, healthcare, and virtual and
augmented reality experiences, have emerged with fifth-generation (5G) technology to …
augmented reality experiences, have emerged with fifth-generation (5G) technology to …
What recommenders recommend: an analysis of recommendation biases and possible countermeasures
Most real-world recommender systems are deployed in a commercial context or designed to
represent a value-adding service, eg, on shopping or Social Web platforms, and typical …
represent a value-adding service, eg, on shopping or Social Web platforms, and typical …
Collaborative filtering with stacked denoising autoencoders and sparse inputs
Neural networks have not been widely studied in Collaborative Filtering. For instance, no
paper using neural networks was published during the Net-flix Prize apart from …
paper using neural networks was published during the Net-flix Prize apart from …
Proactive content caching by exploiting transfer learning for mobile edge computing
To address the vast multimedia traffic volume and requirements of user quality of experience
in the next‐generation mobile communication system (5G), it is imperative to develop …
in the next‐generation mobile communication system (5G), it is imperative to develop …
Fashion recommendation systems, models and methods: A review
S Chakraborty, MS Hoque, N Rahman Jeem… - Informatics, 2021 - mdpi.com
In recent years, the textile and fashion industries have witnessed an enormous amount of
growth in fast fashion. On e-commerce platforms, where numerous choices are available, an …
growth in fast fashion. On e-commerce platforms, where numerous choices are available, an …