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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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Individual Preference Probability Modeling for Video Content in Wireless Caching Networks

TL;DR: By comparing with the underlying real data, it is shown that the proposed models and generation approach can effectively characterize individual preferences of users for video content.
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Energy efficient network function virtualization in 5G networks

TL;DR: A framework for designing an energy efficient architecture for 5G mobile network function virtualization, which considers the IP/WDM backbone network and the GPON based access network as the hosts of virtual machines (VMs) where network functions will be implemented.
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Delay Optimization in Multi-UAV Edge Caching Networks: A Robust Mean Field Game

TL;DR: In this paper, the authors proposed a distributed delay optimization algorithm by using the massive UAVs to cache the request contents of users, where the purpose of each UAV is to facilitate BSs/SBSs to minimize user delay in downloading content based on the popularity of content and the flight strategy.
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Capacity-Aware Edge Caching in Fog Computing Networks

TL;DR: In this paper, a capacity-aware edge caching framework is proposed by considering both the limited fog cache capacity and the connectivity capacity of base stations (BSs), and the average download-time (ADT) minimization problem is formulated as a multi-class processor queuing process.
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Managing Data in Computational Edge Clouds

TL;DR: This paper builds on existing edge and fog computing models and develops a solution to predict and store data in edge resource caches for upcoming computations based on grouping caches according to the workloads they serve.
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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