Wireless caching: Technical misconceptions and business barriers

G Paschos, E Bastug, I Land, G Caire… - IEEE …, 2016 - ieeexplore.ieee.org
Caching is a hot research topic and poised to develop into a key technology for the
upcoming 5G wireless networks. However, the successful implementation of caching …

Learning to cache with no regrets

GS Paschos, A Destounis, L Vigneri… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
This paper introduces a novel caching analysis that, contrary to prior work, makes no
modeling assumptions for the file request sequence. We cast the caching problem in the …

No-regret caching via online mirror descent

T Si Salem, G Neglia, S Ioannidis - ACM Transactions on Modeling and …, 2023 - dl.acm.org
We study an online caching problem in which requests can be served by a local cache to
avoid retrieval costs from a remote server. The cache can update its state after a batch of …

Cache optimization models and algorithms

G Paschos, G Iosifidis, G Caire - Foundations and Trends® in …, 2020 - nowpublishers.com
Caching refers to the act of replicating information at a faster (or closer) medium with the
purpose of improving performance. This deceptively simple idea has given rise to some of …

Caching in dynamic environments: A near-optimal online learning approach

S Zhou, Z Wang, C Hu, Y Mao, H Yan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The rapid growth of rich multimedia data in today's Internet, especially video traffic, has
challenged the content delivery networks (CDNs). Caching serves as an important means to …

Online convex optimization for caching networks

GS Paschos, A Destounis… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
We study the problem of wireless edge caching when file popularity is unknown and
possibly non-stationary. A bank of J caches receives file requests and a utility is accrued for …

Towards real-time video caching at edge servers: A cost-aware deep Q-learning solution

L Cui, E Ni, Y Zhou, Z Wang, L Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Given the rapid growth of user-generated videos, internet traffic has been heavily dominated
by online video streaming. Caching videos on edge servers in close proximity to users has …

Measuring audience retention in YouTube

E Altman, T Jiménez - Proceedings of the 12th EAI international …, 2019 - dl.acm.org
There exist many aspects involved in a video turning viral on YouTube. These include
properties of the video such as the attractiveness of its title and thumbnail, the …

CAVE: Caching 360° videos at the edge

A Ali-Eldin, C Goel, M Jha, B Chen… - Proceedings of the …, 2022 - dl.acm.org
While 360° videos are gaining popularity due to the emergence of VR technologies, storing
and streaming such videos can incur up to 20X higher overheads than traditional HD …

Efficient algorithms for cache-throughput analysis in cellular-d2d 5g networks

N Anjum, Z Yang, I Khan, M Kiran, F Wu… - Computers …, 2021 - e-space.mmu.ac.uk
In this paper, we propose a two-Tiered segment-based Device-To-Device (S-D2D) caching
approach to decrease the startup and playback delay experienced by Video-on-Demand …