Caching and Placement for In‐Network Caching in Device‐to‐Device Communications

Soleimani, Somayeh; Tao, Xiaofeng

doi:10.1155/2018/9539502

Cited by 7 publications

(3 citation statements)

References 30 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The cache nodes determine the cached data using a relay node. Many authors designed the algorithm for maintenance cache consistency and replacement content in [36,37,38,39] to solve the cache consistency problems. In [40], the authors increase the performance of retrieval information from the cache in Mobile Ad hoc Networks (MANET) using location maintenance.…”

Section: Related Workmentioning

confidence: 99%

Dynamic Cooperative Cache Management Scheme Based on Social and Popular Data in Vehicular Named Data Network

Ashraf

Huang

Raza

et al. 2022

Wireless Communications and Mobile Computing

View full text Add to dashboard Cite

Vehicular Named Data Network (VNDN) is considered a strong paradigm to deploy in vehicular applications. In VNDN, each node has its cache, but due to limited cache, it directly affects the performance in a highly dynamic environment, which requires massive and fast content delivery. To reduce these issues, the cooperative caching plays an efficient role in VNDN. Most studies regarding cooperative caching focus on content replacement and caching algorithms and implement these methods in a static environment rather than a dynamic environment. In addition, few existing approaches addressed the cache diversity and latency in VNDN. This paper proposes a Dynamic Cooperative Cache Management Scheme (DCCMS) based on social and popular data, which improves the cache efficiency and implements it in a dynamic environment. We designed a two-level dynamic caching scheme, in which we choose the right caching node that frequently communicates with other nodes, keep the copy of the most popular content, and distribute it with the requester’s node when needed. The main intention of DCCMS is to improve the cache performance in terms of reducing latency, server load, cache hit ratio, average hop count, cache utilization, and diversity. The simulation results show that our proposed DCCMS scheme improves the cache performance than other state-of-the-art approaches.

show abstract

Section: Related Workmentioning

confidence: 99%

Dynamic Cooperative Cache Management Scheme Based on Social and Popular Data in Vehicular Named Data Network

Ashraf

Huang

Raza

et al. 2022

Wireless Communications and Mobile Computing

View full text Add to dashboard Cite

show abstract

“…It provides an efficient energy consumption in advance wireless communication technology such as 5G [8]. Multiple schemes such as [9], and [10] have worked to optimize the overall performance of the ICN network by considering various parameters such as low latency, energy efficiency, high cache hit ratio, packet delivery, mitigating the content granularity, etc. Table 1 shows the abbreviations of some important keywords.…”

Section: Introductionmentioning

confidence: 99%

An Energy Efficient Local Popularity Based Cooperative Caching for Mobile Information Centric Networks

Iqbal

Abideen²,

Ali³

et al. 2022

Sustainability

View full text Add to dashboard Cite

The usage of social media applications such as Youtube, Facebook, and other applications is rapidly increasing with each passing day. These applications are used for uploading informational content such as images, videos, and voices, which results in exponential traffic overhead. Due to these overheads (high bandwidth consumption), the service providers fail to provide high-speed and low latency internet to users around the globe. The current internet cannot cope with such high data traffic due to its fixed infrastructure (host centric-network) degrading the network performance. A new internet paradigm known as Information Centric Networks (ICN) was introduced based on content-oriented addressing. The concept of ICN is to entertain the request locally by neighbor nodes without accessing the source, which will help offload the network’s data traffic. ICN can mitigate traffic overhead and meet future Internet requirements. In this work, we propose a novel decentralized placement scheme named self-organized cooperative caching (SOCC) for mobile ICN to improve the overall network performance through efficient bandwidth utilization and less traffic overhead. The proposed scheme outperforms the state-of-the-art schemes in terms of energy consumption by 55%, average latency, and cache hit rate by a minimum of 35%.

show abstract

“…In the literature, studies on D2D cache placement mostly considered optimization-based approaches that disregarded practicality aspects. Optimization problems are formulated and solved in order to maximize coverage [6], of loading [7], hit ratio [9,14,15,16], minimize delay [8,11] and minimize cost [10], under constraints such as cache capacity [15], delay and coverage [16]. An optimal cache placement problem that aims to maximize of loading has been formulated and solved jointly with the D2D link establishment scheme in [17].…”

Section: Introductionmentioning

confidence: 99%

Clustering-based device-to-device discovery and content delivery in wireless networks

Girici¹,

Kazez²

2021

ITU-J FET

View full text Add to dashboard Cite

Device-to-device (D2D) cache placement and content delivery is a recent technology that exploits idle memory capacity of mobile devices and promises to fulfill users' content needs with very low delay and without using the scarce cellular network capacity. Recent literature on D2D caching mostly concentrated on optimal cache placement and mostly disregarded the required discovery mechanisms and the accompanying overhead. In this work we propose a clustering-based procedure that is used to cache content at the helper nodes along with advertisement and discovery procedures for content delivery. We implement a Long Term Evolution (LTE)-based simulation setup to evaluate the proposed schemes. Numerical results reveal that the clustering-based user and content discovery significantly improves cellular offloading and reduces the discovery overhead with a minimal sacrifice from delay.

show abstract

Caching and Placement for In‐Network Caching in Device‐to‐Device Communications

Cited by 7 publications

References 30 publications

Dynamic Cooperative Cache Management Scheme Based on Social and Popular Data in Vehicular Named Data Network

Dynamic Cooperative Cache Management Scheme Based on Social and Popular Data in Vehicular Named Data Network

An Energy Efficient Local Popularity Based Cooperative Caching for Mobile Information Centric Networks

Clustering-based device-to-device discovery and content delivery in wireless networks

Contact Info

Product

Resources

About