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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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Proceedings ArticleDOI

Caching or No Caching in Dense HetNets

TL;DR: In this paper, the authors analyze the effect of cache-enabled HetNets and show that while densification reduces backhaul load and increases spectral efficiency, it simultaneously reduces cache-hit probability and increases the network cost.
Journal ArticleDOI

Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels

TL;DR: It is proved that splitting the total cache space into separate LRU caches can achieve a lower asymptotic miss probability than organizing the total space in a single LRU cache, and an interesting phenomenon is discovered: allocating the cache space unequally can achieved a better performance, even when channel reliability levels are equal.
Journal ArticleDOI

Impact of Cell Association on Energy-Efficiency and Hit Rate of Femto-Caching

TL;DR: In this paper , the authors proposed three cache-agnostic user association (UA) schemes: baseline, macro-to-femto, and femto-to femto (CA-F2F).
Journal ArticleDOI

Memory-Rate Tradeoff for Caching With Uncoded Placement Under Nonuniform Random Demands

TL;DR: In this paper , a cache placement optimization problem for the modified coded caching scheme (MCCS) was formulated to minimize the average delivery rate under nonuniform file popularity, restricting to a class of popularity-first placements.
Proceedings ArticleDOI

mCSDN: A software defined network based content delivery system with D2D contribution

TL;DR: The numerical simulations and analysis show that the capacity to be provided by the proposed model outperforms the current state of the art and improves the quality of the service (QoS) while reducing the power consumption.
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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