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

Quality-Aware Streaming in Heterogeneous Wireless Networks

TL;DR: Simulation results exhibit that the proposed quality-aware streaming (QAS) algorithm can significantly improve network utility compared with the state-of-art baselines, which are not specific for on-demand video streaming.
Proceedings ArticleDOI

Analysis and Optimization of Caching and Multicasting in Large-Scale Cache-Enabled Information-Centric Networks

TL;DR: A random caching and multicasting scheme with a design parameter is proposed that achieves a significant performance gain over some baseline schemes in the general SNR region, and hence is applicable and effective in practical cache-enabled information-centric networks.
Proceedings ArticleDOI

Distributed file allocation using matching game in mobile fog-caching service network

TL;DR: This work designs distributed algorithms, using two separate matching games, with the aim to minimize the system file downloading latency, and verified that the proposed algorithms outperform the benchmark in terms of achieving a lower transmission delay.
Proceedings ArticleDOI

Cost-Optimal Caching for D2D Networks with Presence of User Mobility

TL;DR: A costoptimal caching problem (COCP) for device-to- device (D2D) networks is formulated, in which the impact of user mobility, cache size, and total number of encoded file segments are considered.
Proceedings ArticleDOI

Collaborative hierarchical caching in cloud radio access networks

TL;DR: A collaborative hierarchical caching framework in cloud RANs (C-RANs), which minimizes the access delay of content delivery under certain specific network constraints to improve users' Quality of Service (QoS) as well as offload network traffic.
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)