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Journal ArticleDOI

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

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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.

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Citations
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Patent

Base station architecture integrating satellite-based content delivery with 4G/LTE mobile network

TL;DR: In this paper, a base station consisting of a base band unit and one or more remote radio heads, a satellite-based content delivery network (S-CDN) device, and a local serving gateway (LS-GW) is provided.
Journal ArticleDOI

A game theoretical distributed approach for opportunistic caching strategy

TL;DR: The content caching strategy decision is defined as an optimization problem, and potential game is used to decide caching strategy based on Nash Equilibrium in a distributed manner, denoted as Game based Opportunistic Caching Strategy (GOCS).
Journal ArticleDOI

A Caching Strategy for Transparent Computing Server Side Based on Data Block Relevance

TL;DR: This study proposes a caching strategy for the TC server side based on data block relevance, which is called the correlation pattern-based caching strategy (CPCS), and adjusts a model that is based on a frequent pattern tree for mining frequent patterns from data streams to the characteristics of data access in TC.
Journal ArticleDOI

Cache hit ratio maximization in device-to-device communications overlaying cellular networks

TL;DR: This paper investigates the content placement problem to maximize the cache hit ratio in device-to-device (D2D) communications overlaying cellular networks, and proposes a heuristic algorithm to solve it.
Proceedings ArticleDOI

Network Neutrality in Content Cache Sharing: A Bankruptcy Problem Formulation

TL;DR: In this article, the authors study the cache sharing problem in the presence of multiple CSPs, focusing both on the fairness and the network performance, taking into account the importance of network neutrality and the scarcity of the cache resources.
References
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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.
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