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Optimal push and pull-based edge caching for dynamic content
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 …
(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
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 …
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
Generative AI (GenAI) has emerged as a transformative technology, enabling customized
and personalized AI-generated content (AIGC) services. In this paper, we address …
and personalized AI-generated content (AIGC) services. In this paper, we address …
Swiftcache: Model-based learning for dynamic content caching in cdns
We introduce SwiftCache, a" fresh" learning-based caching framework designed for content
distribution networks (CDNs) featuring distributed front-end local caches and a dynamic …
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) …
(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
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 …
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 …
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 …
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
Recently, cooperative edge caching effectively reduces redundant transmissions and user
plane latency by deploying potentially requested videos in edge nodes. Many existing works …
plane latency by deploying potentially requested videos in edge nodes. Many existing works …
Model-Based and Model-Free Learning-Based Caching for Dynamic Content
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 …
(CDNs) with distributed front-end local caches and a dynamic back-end database. Users …