Multi-tier caching analysis in CDN-based over-the-top video streaming systems

AO Al-Abbasi, V Aggarwal… - IEEE/ACM Transactions on …, 2019 - ieeexplore.ieee.org
Internet video traffic has been rapidly increasing and is further expected to increase with the
emerging 5G applications, such as higher definition videos, the IoT, and augmented/virtual …

Deepchunk: Deep q-learning for chunk-based caching in wireless data processing networks

Y Wang, Y Li, T Lan, V Aggarwal - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
A Data Processing Network (DPN) streams massive volumes of data collected and stored by
the network to multiple processing units to compute desired results in a timely fashion. Due …

A new content popularity probability based cache placement and replacement plan in CCN

Q Wang, X Zhu, Y Ni, L Gu, H Zhao… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
To improve the distribution efficiency and reduce the transmission redundancy for big-scale
multimedia traffic, this paper proposes a new content cache placement and replacement …

[PDF][PDF] From FIFO to predictive cache replacement

D Meint, S Liebald - Network, 2019 - net.in.tum.de
Caching is an important technique to accelerate data reads in various hardware and
software systems. The choice of a replacement policy to decide which item to evict in order …

Deep q-learning for chunk-based caching in data processing networks

Y Wang, Y Li, T Lan, V Aggarwal - 2019 57th Annual Allerton …, 2019 - ieeexplore.ieee.org
A Data Processing Network (DPN) streams massive volumes of data collected and stored by
the network to multiple processing units to compute desired results in a timely fashion. Due …

Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery Networks

J Rojas-Delgado, R Trujillo-Rasúa, R Bello… - … Congress on Pattern …, 2019 - Springer
Video transmission is of critical interest in several practical applications. Recent studies
show that video content is highly cacheable in content delivery networks. Proactive and …