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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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Journal ArticleDOI

Joint Scheduling of Proactive Pushing and On-Demand Transmission Over Shared Spectrum for Profit Maximization

TL;DR: In this paper , the authors introduce virtual network operators (VNOs) as schedulers that pay for consumed bandwidth and jointly schedule pushing and on-demand services, and formulate a Markov decision process (MDP) to maximize the profit of VNOs.
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Cache-Aware QoE-Traffic Optimization in Mobile Edge Assisted Adaptive Video Streaming.

TL;DR: An integer nonlinear programming (INLP) optimization model is formulated for the problem of jointly maximizing the QoE, the fairness as well as minimizing overall data traffic on the origin video server and it is shown that the joint optimization indeed enables striking a desired trade-off between traffic reduction andQoE.
Journal ArticleDOI

Capacity-Delay Trade-Off in Collaborative Hybrid Ad-Hoc Networks with Coverage Sensing.

TL;DR: An alternative analytical framework based on queueing theoretic models and physical interference models is applied to study the capacity-delay performance of a collaborative cellular D2D network with coverage sensing and two-hop relay and shows that under the condition of queueing equilibrium, the maximum throughput capacity per device saturates to an upper bound.
Journal ArticleDOI

A Request-Based Handover Strategy Using NDN for 5G

TL;DR: A request-based handover strategy (RBHS) is presented to improve the user experience in performance and obtain the optimal allocation of resources, and a caching mechanism based on the users’ requests is introduced for it.
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User Preference Learning Based Edge Caching for Fog-RAN.

TL;DR: The proposed edge caching policy can promptly predict the future content popularity in an online fashion with low computational complexity, but it also can track the content popularity with spatial and temporal popularity dynamics in time without delay.
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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