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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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Journal ArticleDOI

Optimizations for Energy Efficiency in Software-Defined Wireless Sensor Networks.

TL;DR: This work proposes a system design which aims to improve the energy efficiency in an SDWSN by combining the concepts of content awareness and adaptive data broadcast, and employs simple computing procedures on each network device with a high impact on the overall network performance.
Proceedings ArticleDOI

Incentive Mechanism for Cached-Enabled Small Cell Sharing: A Stackelberg Game Approach

TL;DR: This paper studies a small-cell caching system consisting of one privately-owned small base station (SBS) and multiple content providers (CPs), where CPs leverage the caching capabilities of SBSs to efficiently provide content delivery service to mobile subscribers.
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The 5G Cellular Backhaul Management Dilemma: To Cache or to Serve

TL;DR: In this article, the authors formulated the heterogeneous backhaul management problem as a minority game in which each SBS has to define the number of predicted files to download, without affecting the required transmission rate of the current requests.
Journal ArticleDOI

Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands

TL;DR: In this article, the authors proposed both probabilistic caching and dynamic delivery policies for categorized contents and consecutive user demands, which maximizes the minimum of the cache hit rates for all users.
Journal ArticleDOI

Intelligent Task Caching in Edge Cloud via Bandit Learning

TL;DR: Zhang et al. as discussed by the authors proposed an intelligent task caching algorithm based on a multi-armed bandit algorithm, called M-adaptive upper confidence bound (M-AUCB), which can not only learn the task patterns of mobile device requests online, but dynamically adjust the caching strategy to incorporate the size and computing amount of each task.
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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