scispace - formally typeset
Journal ArticleDOI

Cache in the air: exploiting content caching and delivery techniques for 5G systems

Reads0
Chats0
TLDR
A novel edge caching scheme based on the concept of content-centric networking or information-centric networks is proposed and evaluated, using trace-driven simulations to evaluate the performance of the proposed scheme and validate the various advantages of the utilization of caching content in 5G mobile networks.
Abstract
The demand for rich multimedia services over mobile networks has been soaring at a tremendous pace over recent years. However, due to the centralized architecture of current cellular networks, the wireless link capacity as well as the bandwidth of the radio access networks and the backhaul network cannot practically cope with the explosive growth in mobile traffic. Recently, we have observed the emergence of promising mobile content caching and delivery techniques, by which popular contents are cached in the intermediate servers (or middleboxes, gateways, or routers) so that demands from users for the same content can be accommodated easily without duplicate transmissions from remote servers; hence, redundant traffic can be significantly eliminated. In this article, we first study techniques related to caching in current mobile networks, and discuss potential techniques for caching in 5G mobile networks, including evolved packet core network caching and radio access network caching. A novel edge caching scheme based on the concept of content-centric networking or information-centric networking is proposed. Using trace-driven simulations, we evaluate the performance of the proposed scheme and validate the various advantages of the utilization of caching content in 5G mobile networks. Furthermore, we conclude the article by exploring new relevant opportunities and challenges.

read more

Citations
More filters
Journal ArticleDOI

An Energy-Efficient Transmission Strategy for Cache-Enabled Wireless Networks With Non-Negligible Circuit Power

TL;DR: An energy-efficient offline transmission strategy is proposed, and its optimality is proved, and the simulation results reveal the impact of the cache capacity and the file popularity on energy consumption.
Journal ArticleDOI

A DQN-Based Cache Strategy for Mobile Edge Networks

TL;DR: The simulation results show that the proposed intelligent DQN-based content cache strategy with enough training steps could improve the energy efficiency of the mobile edge networks significantly.
Proceedings ArticleDOI

On the Performance of NOMA and Coded Multicasting in Cache-Aided Wireless Networks

TL;DR: Based on two-user pairing, the performance of NOMA and coded multicasting is studied in terms of probability of sum rate comparison and outage probability under the situation in which the users are randomly located in a circular cell.
Journal ArticleDOI

Online Prediction of Video Popularity in OVSs: A Video Age-Sensitive Model With Beyond Views Features

TL;DR: A model to infer videos’ popularity through prediction of the Videos’ average watched percentage through a video age-sensitive function is proposed, making the feature’s indication of future views reliable for different aged videos and stabilizing the performance of popularity prediction.
Journal ArticleDOI

Joint Interference Alignment and Probabilistic Caching in MIMO Small-Cell Networks

TL;DR: Numerical Simulation results show that the proposed JIA- probC can significantly outperform the existing joint ZF and probabilistic caching (JZF-ProbC) scheme for MISO systems and SISO probabilists caching scheme as well as the joint IA and most popular caches (JIA-MPC) caching scheme.
References
More filters
Journal ArticleDOI

Device-to-device communication as an underlay to LTE-advanced networks

TL;DR: Device-to-device (D2D) communication underlaying a 3GPP LTE-Advanced cellular network is studied as an enabler of local services with limited interference impact on the primary cellular network.
Journal ArticleDOI

A survey of information-centric networking

TL;DR: This work compares and discusses design choices and features of proposed ICN architectures, focusing on the following main components: named data objects, naming and security, API, routing and transport, and caching.
Proceedings ArticleDOI

FemtoCaching: Wireless video content delivery through distributed caching helpers

TL;DR: The theoretical contribution of this paper lies in formalizing the distributed caching problem, showing that this problem is NP-hard, and presenting approximation algorithms that lie within a constant factor of the theoretical optimum.
Posted Content

FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers

TL;DR: In this paper, the authors propose a system where helpers with low-rate backhaul but high storage capacity cache popular video files, and analyze the optimum way of assigning files to the helpers in order to minimize the expected downloading time for files.
Proceedings ArticleDOI

SoftCell: scalable and flexible cellular core network architecture

TL;DR: The presented SoftCell is a scalable architecture that supports fine-grained policies for mobile devices in cellular core networks, using commodity switches and servers, and enables operators to realize high-level service policies that direct traffic through sequences of middleboxes based on subscriber attributes and applications.
Related Papers (5)