Vit-cat: Parallel vision transformers with cross attention fusion for popularity prediction in mec networks

Z HajiAkhondi-Meybodi, A Mohammadi… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Mobile Edge Caching (MEC) is a revolutionary technology for the Sixth Generation (6G) of
wireless networks with the promise to significantly reduce users' latency via offering storage …

CLSA: Contrastive-Learning-Based Survival Analysis for Popularity Prediction in MEC Networks

Z Hajiakhondi-Meybodi, A Mohammadi… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Mobile-edge caching (MEC) integrated with deep neural networks (DNNs) is an innovative
technology with significant potential for the future generation of wireless networks, resulting …

Federated online learning aided multi-objective proactive caching in heterogeneous edge networks

T Li, L Song - IEEE Transactions on Cognitive Communications …, 2023 - ieeexplore.ieee.org
To address the drastic increase in multimedia traffic volume, mobile edge caching (MEC)
has been exploited to reduce redundant data transmissions by equip** computation and …

Cross attention-based fusion of deep and radiomics features for lung nodule invasiveness prediction

S Khademi, A Oikonomou… - … on Digital Signal …, 2023 - ieeexplore.ieee.org
This paper presents an attention-based fusion algorithm that effectively combines two
distinct sets of features obtained from chest Computed Tomography (CT) images to predict …

CoPo: Self-supervised contrastive learning for popularity prediction in MEC networks

ZH Meybodi, A Mohammadi, J Abouei… - … on Digital Signal …, 2023 - ieeexplore.ieee.org
Mobile Edge Caching (MEC) technology aims to provide high-quality multimedia content to
mobile users by bringing storage and computation resources closer to the edge of the …

Optimization and imputation of acoustic absorption sequence prediction for transversely isotropic porous materials: A MultiScaleCNN-Transformer-PSO model …

L Diao, M Tao, F Feng - Measurement, 2025 - Elsevier
To address the limitations of traditional methods in real-time prediction and adaptive
optimization of sound absorption coefficients for transversely isotropic porous materials. This …

Temporal Dual-Attention Graph Network for Popularity Prediction in MEC Networks

G Kianfar, Z Hajiakhondi-Meybodi… - 2024 IEEE 10th World …, 2024 - ieeexplore.ieee.org
Mobile Edge Caching (MEC) emerges as a key technology in communication networks to
minimize latency in handling user requests for high-demand, data-intensive services. Given …

VGCas: distinguishing the cascade structure and the global structure in popularity prediction

W Yu, X Chen, X Li, J Wang, Y Sun, M Tang - Social Network Analysis and …, 2023 - Springer
Online social platforms like Twitter, Weibo, and Facebook have developed rapidly in recent
years. These platforms offer people more opportunities to exchange information …

Adopting Deep Reinforcement Learning in Edge Caching Strategy

H Feng, X Ye, S Manoharan - 2024 4th International …, 2024 - ieeexplore.ieee.org
The increasing demand for digital content is putting a strain on network infrastructures,
prompting a shift towards edge server architecture, which aims to decentralize data …

Exploring Multimedia Movement Through Spatio-Temporal Indexing and Double-Cache Schemes.

QIN Zhen, L ZHANG - International Journal of Advanced …, 2024 - search.ebscohost.com
Conventional IP/TCP designs encounter several safety and scalability concerns with the
growing demand for application services. A novel Internet design, like a Content Center …