Optimal push and pull-based edge caching for dynamic content

B Abolhassani, J Tadrous, A Eryilmaz… - … /ACM Transactions on …, 2024 - ieeexplore.ieee.org
We introduce a framework and optimal 'fresh'caching for a content distribution network
(CDN) comprising a front-end local cache and a back-end database. The data content is …

Optimal load-splitting and distributed-caching for dynamic content over the wireless edge

B Abolhassani, J Tadrous… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
In this work, we consider the problem of 'fresh'caching at distributed (front-end) local caches
of content that is subject to 'dynamic'updates at the (back-end) database. We first provide …

Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services

Z Liu, H Du, X Hou, L Huang, S Hosseinalipour… - arxiv preprint arxiv …, 2024 - arxiv.org
Generative AI (GenAI) has emerged as a transformative technology, enabling customized
and personalized AI-generated content (AIGC) services. In this paper, we address …

Swiftcache: Model-based learning for dynamic content caching in cdns

B Abolhassani, A Eryilmaz, T Hou - arxiv preprint arxiv:2402.17111, 2024 - arxiv.org
We introduce SwiftCache, a" fresh" learning-based caching framework designed for content
distribution networks (CDNs) featuring distributed front-end local caches and a dynamic …

Timely Requesting for Time-Critical Content Users in Decentralized F-RANs

X Chen, K Li, K Yang - arxiv preprint arxiv:2407.02930, 2024 - arxiv.org
With the rising demand for high-rate and timely communications, fog radio access networks
(F-RANs) offer a promising solution. This work investigates age of information (AoI) …

[HTML][HTML] Optimization of Energy Consumption in Voice Assistants Through AI-Enabled Cache Implementation: Development and Evaluation of a Metric

AO Montoya Benitez, Á Suárez Sarmiento, EMM López… - Technologies, 2025 - mdpi.com
Intelligent systems developed under the Internet of Things (IoT) paradigm offer solutions for
various social and productive scenarios. Voice assistants (VAs), as part of IoT-based …

Age-Based Multi-Channel-Scheduling Under Constraints: Optimal and Online Designs

X Zhou, I Koprulu, A Eryilmaz - IEEE/ACM Transactions on …, 2024 - ieeexplore.ieee.org
We study the optimal scheduling problem where source nodes attempt to transmit updates
over shared wireless on/off fading channels to optimize their age performance under energy …

Fresh caching of dynamic contents using restless multi-armed bandits

A Koley, C Singh - 2024 IEEE 21st International Conference on …, 2024 - ieeexplore.ieee.org
We consider a dynamic content caching problem wherein the contents get updated at a
central server, and local copies of a subset of contents are cached at a local cache …

FACC: A Flexible and Asynchronous Updating Strategy for Cooperative Edge Caching

Z Gao, Y Tian, M Yang, ECH Ngai… - 2024 IEEE 3rd …, 2024 - ieeexplore.ieee.org
Recently, cooperative edge caching effectively reduces redundant transmissions and user
plane latency by deploying potentially requested videos in edge nodes. Many existing works …

Model-Based and Model-Free Learning-Based Caching for Dynamic Content

B Abolhassani, A Eryilmaz… - MILCOM 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
We propose a" fresh" learning-based caching framework for content distribution networks
(CDNs) with distributed front-end local caches and a dynamic back-end database. Users …