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  • Article
  • Open Access
6 Citations
4,396 Views
21 Pages

Explicit Content Caching at Mobile Edge Networks with Cross-Layer Sensing

  • Lingyu Chen,
  • Youxing Su,
  • Wenbin Luo,
  • Xuemin Hong and
  • Jianghong Shi

22 March 2018

The deployment density and computational power of small base stations (BSs) are expected to increase significantly in the next generation mobile communication networks. These BSs form the mobile edge network, which is a pervasive and distributed infr...

  • Article
  • Open Access
6 Citations
2,911 Views
26 Pages

18 February 2024

With the popularity of smart devices and the growth of high-bandwidth applications, the wireless industry is facing an increased surge in data traffic. This challenge highlights the limitations of traditional edge-caching solutions, especially in ter...

  • Article
  • Open Access
1 Citations
1,739 Views
23 Pages

The Content-Centric Network (CCN) presents an alternative to the conventional TCP/IP network, where IP is fundamental for communication between the source and destination. Instead of relying on IP addresses, CCN emphasizes content to enable efficient...

  • Communication
  • Open Access
1 Citations
1,915 Views
13 Pages

Optimal Designs of SVC-Based Content Placement and Delivery in Wireless Caching Networks

  • Xuewei Zhang,
  • Lin Zhang,
  • Yuan Ren,
  • Jing Jiang and
  • Junxuan Wang

17 May 2023

To allieviate the heavy traffic burden over backhaul links and improve the user’s quality of service (QoS), edge caching plays an important role in wireless networks. This paper investigated the optimal designs of content placement and transmis...

  • Article
  • Open Access
7 Citations
2,460 Views
12 Pages

17 February 2022

Content store (CS) is one of the main components of information-centric networking (ICN), which enables content objects to be cached and retrieved from any intermediate node in the network. However, in existing ICN designs, CS information is not expl...

  • Article
  • Open Access
11 Citations
3,129 Views
24 Pages

Cooperative Content Caching Framework Using Cuckoo Search Optimization in Vehicular Edge Networks

  • Sardar Khaliq uz Zaman,
  • Saad Mustafa,
  • Hajira Abbasi,
  • Tahir Maqsood,
  • Faisal Rehman,
  • Muhammad Amir Khan,
  • Mushtaq Ahmed,
  • Abeer D. Algarni and
  • Hela Elmannai

5 January 2023

Vehicular edge networks (VENs) connect vehicles to share data and infotainment content collaboratively to improve network performance. Due to technological advancements, data growth is accelerating, making it difficult to always connect mobile device...

  • Article
  • Open Access
5 Citations
2,952 Views
20 Pages

27 April 2022

Content-centric vehicular networks (CCVNs) have considered distributed proactive caching as an attractive approach for the timely provision of emerging services. The naïve caching schemes cache all of the contents to only one selected roadside u...

  • Article
  • Open Access
3 Citations
2,451 Views
18 Pages

7 September 2022

With the rapid development of virtual reality (VR) video networked applications, the use of network caching mechanisms to guarantee the quality of VR services has been proven to be a very effective method. Most of the existing methods on cache placem...

  • Article
  • Open Access
1,078 Views
21 Pages

17 July 2025

Content caching and recommendation for content delivery over the Internet are two key techniques for improving the content delivery effectiveness determined by delivery efficiency and user satisfaction, which is increasingly important in the booming...

  • Article
  • Open Access
18 Citations
3,609 Views
29 Pages

Towards Intelligent Zone-Based Content Pre-Caching Approach in VANET for Congestion Control

  • Khola Nazar,
  • Yousaf Saeed,
  • Abid Ali,
  • Abeer D. Algarni,
  • Naglaa F. Soliman,
  • Abdelhamied A. Ateya,
  • Mohammed Saleh Ali Muthanna and
  • Faisal Jamil

25 November 2022

In vehicular ad hoc networks (VANETs), content pre-caching is a significant technology that improves network performance and lowers network response delay. VANET faces network congestion when multiple requests for the same content are generated. Loca...

  • Article
  • Open Access
6 Citations
2,540 Views
18 Pages

7 December 2023

Emerging in-vehicle applications seek to improve travel experiences, but the rising number of vehicles results in more computational tasks and redundant content requests, leading to resource waste. Efficient compute offloading and content caching str...

  • Article
  • Open Access
2 Citations
3,233 Views
21 Pages

29 May 2019

Mobile edge caching is regarded as a promising way to reduce the backhaul load of the base stations (BSs). However, the capacity of BSs’ cache tends to be small, while mobile users’ content preferences are diverse. Furthermore, both the l...

  • Article
  • Open Access
2 Citations
1,735 Views
11 Pages

19 October 2022

Vehicular caching (VC) has been considered as a promising technology to provide low end-to-end service latency and reduce the load of networks. However, it is difficult for VC to provide service continuity because of its opportunistic availability ac...

  • Article
  • Open Access
19 Citations
4,914 Views
19 Pages

Content Caching in Mobile Edge Computing Based on User Location and Preferences Using Cosine Similarity and Collaborative Filtering

  • Gul-E-Laraib,
  • Sardar Khaliq uz Zaman,
  • Tahir Maqsood,
  • Faisal Rehman,
  • Saad Mustafa,
  • Muhammad Amir Khan,
  • Neelam Gohar,
  • Abeer D. Algarni and
  • Hela Elmannai

High-speed internet has boosted clients’ traffic needs. Content caching on mobile edge computing (MEC) servers reduces traffic and latency. Caching with MEC faces difficulties such as user mobility, limited storage, varying user preferences, an...

  • Article
  • Open Access
903 Views
17 Pages

In this paper, we investigate a low Earth orbit (LEO) satellite-enabled mobile edge computing (MEC) network, where multiple cache-enabled LEO satellites are deployed to address heterogeneous content requests from ground users. To evaluate the network...

  • Article
  • Open Access
3 Citations
2,652 Views
25 Pages

Task Partition-Based Computation Offloading and Content Caching for Cloud–Edge Cooperation Networks

  • Jingjing Huang,
  • Xiaoping Yang,
  • Jinyi Chen,
  • Jiabao Chen,
  • Zhaoming Hu,
  • Jie Zhang,
  • Zhuwei Wang and
  • Chao Fang

16 July 2024

With the increasing complexity of applications, many delay-sensitive and compute-intensive services have posed significant challenges to mobile devices. Addressing how to efficiently allocate heterogeneous network resources to meet the computing and...

  • Article
  • Open Access
2,086 Views
22 Pages

The paper studies the application of various content distribution policies for vehicular ad hoc networks (VANETs) and compares their effectiveness under various simulation scenarios. Our implementation augments the existing Veins tool, an open source...

  • Article
  • Open Access
4 Citations
2,075 Views
33 Pages

10 January 2025

Unmanned aerial vehicle (UAV)-based wireless sensor networks (WSNs) hold great promise for supporting ground-based sensors due to the mobility of UAVs and the ease of establishing line-of-sight links. UAV-based WSNs equipped with mobile edge computin...

  • Article
  • Open Access
2 Citations
2,084 Views
17 Pages

7 October 2023

With the explosive growth of micro-video applications, the transmission burden of fronthaul and backhaul links is increasing, and meanwhile, a lot of energy consumption is also generated. For reducing energy consumption and transmission delay burden,...

  • Article
  • Open Access
5 Citations
2,526 Views
25 Pages

Analysis of an SDN-Based Cooperative Caching Network with Heterogeneous Contents

  • Qi Li,
  • Xiaoxiang Wang,
  • Dongyu Wang,
  • Yibo Zhang,
  • Yanwen Lan,
  • Qiang Liu and
  • Lei Song

6 December 2019

The ubiquity of data-enabled mobile devices and wireless-enabled data applications has fostered the rapid development of wireless content caching, which is an efficient approach to mitigating cellular traffic pressure. Considering the content charact...

  • Article
  • Open Access
7 Citations
3,201 Views
19 Pages

With the rapid growth of mass content retrieval on the Internet, Information-Centric Network (ICN) has become one of the hotspots in the field of future network architectures. The in-network cache is an important feature of ICN. For better network pe...

  • Article
  • Open Access
5 Citations
3,027 Views
21 Pages

29 October 2020

Vehicular fog computing is attractive for sharing computing resources and data for safety and infortainment of self-driving cars. Recently, the V2X communication technology using mm-Wave frequency spectrum accelerates such future mobile computing wit...

  • Article
  • Open Access
841 Views
27 Pages

7 October 2025

Content delivery networks (CDNs) face steadily rising, uneven demand, straining heuristic cache replacement. Reinforcement learning (RL) is promising, but most work assumes a fully observable Markov Decision Process (MDP), unrealistic under delayed,...

  • Article
  • Open Access
1 Citations
2,819 Views
16 Pages

Multi-Agent Deep-Q Network-Based Cache Replacement Policy for Content Delivery Networks

  • Janith K. Dassanayake,
  • Minxiao Wang,
  • Muhammad Z. Hameed and
  • Ning Yang

14 August 2024

In today’s digital landscape, content delivery networks (CDNs) play a pivotal role in ensuring rapid and seamless access to online content across the globe. By strategically deploying a network of edge servers in close proximity to users, CDNs...

  • Article
  • Open Access
3,000 Views
19 Pages

8 March 2021

In this paper, we introduce a memory and cache contention denial-of-service attack and its hardware-based countermeasure. Our attack can significantly degrade the performance of the benign programs by hindering the shared resource accesses of the ben...

  • Article
  • Open Access
14 Citations
4,576 Views
21 Pages

5 June 2018

In this paper, we work on a Cache and Multi-layer MEC enabled C-RAN (CMM-CRAN) to handle various user tasks with minimized latency and energy cost. We intend to solve two particular problems of CMM-CRAN. First, because CMM-CRAN has to maximally cache...

  • Article
  • Open Access
49 Citations
4,688 Views
22 Pages

Compound Popular Content Caching Strategy in Named Data Networking

  • Muhammad Ali Naeem,
  • Shahrudin Awang Nor,
  • Suhaidi Hassan and
  • Byung-Seo Kim

The aim of named data networking (NDN) is to develop an efficient data dissemination approach by implementing a cache module within the network. Caching is one of the most prominent modules of NDN that significantly enhances the Internet architecture...

  • Article
  • Open Access
22 Citations
6,014 Views
17 Pages

NDN Content Store and Caching Policies: Performance Evaluation

  • Elídio Tomás da Silva,
  • Joaquim Melo Henriques de Macedo and
  • António Luís Duarte Costa

Among various factors contributing to performance of named data networking (NDN), the organization of caching is a key factor and has benefited from intense studies by the networking research community. The performed studies aimed at (1) finding the...

  • Article
  • Open Access
17 Citations
4,797 Views
20 Pages

Deep Learning-Based Content Caching in the Fog Access Points

  • Sovit Bhandari,
  • Navin Ranjan,
  • Pervez Khan,
  • Hoon Kim and
  • Youn-Sik Hong

22 February 2021

Proactive caching of the most popular contents in the cache memory of fog-access points (F-APs) is regarded as a promising solution for the 5G and beyond cellular communication to address latency-related issues caused by the unprecedented demand of m...

  • Article
  • Open Access
1 Citations
1,925 Views
23 Pages

15 August 2023

A UAV-assisted caching strategy considering content cache pricing in vehicular networks is proposed to address the problem of high communication load and high backhaul link overhead in vehicular networks. Consider a traffic scenario consisting of a c...

  • Article
  • Open Access
9 Citations
3,250 Views
22 Pages

19 April 2022

The transmission of a large amount of video and picture content brings more challenges to wireless communication networks. Unmanned aerial vehicle (UAV)-aided small cells with active content caching deployed on cellular networks are recognized as a p...

  • Article
  • Open Access
8 Citations
2,467 Views
22 Pages

Unmanned aerial vehicles (UAVs), featured by the high-mobility and high-quality propagation environment, have shown great potential in wireless communication applications. In this paper, a novel UAV-aided small-cell content caching network is propose...

  • Article
  • Open Access
4 Citations
4,211 Views
17 Pages

10 September 2021

Mobile users’ demands to delay-sensitive video streaming media put forward new requirements for mobile networks, such as architecture optimization. Edge caching as a new paradigm is proposed to enhance the quality of service (QoS) for mobile users at...

  • Article
  • Open Access
21 Citations
4,933 Views
28 Pages

6 November 2019

Edge computing is a key paradigm for the various data-intensive Internet of Things (IoT) applications where caching plays a significant role at the edge of the network. This paradigm provides data-intensive services, computational activities, and app...

  • Article
  • Open Access
10 Citations
2,178 Views
14 Pages

In recent years, most internet communications have focused on accessing content such as video, web services, and audio. Conversely, traditional Internet communications are inefficient because they are primarily designed for data transfer between host...

  • Article
  • Open Access
4 Citations
3,219 Views
24 Pages

The domain of information-centric networking (ICN) is expanding as more devices are becoming a part of connected technologies. New methods for serving content from a producer to a consumer are being explored, and Named Data Networking (NDN) is one of...

  • Feature Paper
  • Article
  • Open Access
9 Citations
4,599 Views
23 Pages

18 July 2017

The storage of frequently requested multimedia content at small-cell base stations (BSs) can reduce the load of macro-BSs without relying on high-speed backhaul links. In this work, the optimal operation of a system consisting of a cache-aided small-...

  • Article
  • Open Access
13 Citations
2,514 Views
21 Pages

Proactive Caching in D2D Assisted Multitier Cellular Network

  • Fawad Ahmad,
  • Ayaz Ahmad,
  • Irshad Hussain,
  • Ghulam Muhammad,
  • Zahoor Uddin and
  • Salman A. AlQahtani

6 July 2022

Cache-enabled networks suffer hugely from the challenge of content caching and content delivery. In this regard, cache-enabled device-to-device (D2D) assisted multitier cellular networks are expected to relieve the network data pressure and effective...

  • Article
  • Open Access
5 Citations
3,828 Views
21 Pages

22 March 2019

The fog radio access network (F-RAN) equipped with enhanced remote radio heads (eRRHs), which can pre-store some requested files in the edge cache and support mobile edge computing (MEC). To guarantee the quality-of-service (QoS) and energy efficienc...

  • Article
  • Open Access
5 Citations
2,593 Views
22 Pages

30 December 2021

In-network caching is the essential part of Content-Centric Networking (CCN). The main aim of a CCN caching module is data distribution within the network. Each CCN node can cache content according to its placement policy. Therefore, it is fully equi...

  • Article
  • Open Access
9 Citations
2,589 Views
22 Pages

29 October 2021

Content-Centric Networking (CCN) has emerged as a potential Internet architecture that supports name-based content retrieval mechanism in contrast to the current host location-oriented IP architecture. The in-network caching capability of CCN ensures...

  • Article
  • Open Access
8 Citations
3,239 Views
12 Pages

12 January 2021

Information-centric networks (ICNs) have received wide interest from researchers, and in-network caching is an important characteristic of ICN. The management and placement of contents are essential due to cache nodes’ limited cache space and t...

  • Article
  • Open Access
3 Citations
2,021 Views
21 Pages

30 June 2021

Users can access the Internet anywhere they go at any time due to the advancement of communications and networking technologies. The number of users and connected devices are rapidly increasing, and various forms of content are becoming increasingly...

  • Article
  • Open Access
4 Citations
2,236 Views
27 Pages

27 September 2022

Ubiquitous in-network caching plays an important role in improving the efficiency of content access and distribution in Information-Centric Networks (ICN). Content placement strategies, which determine the location distribution of content replicas in...

  • Article
  • Open Access
39 Citations
4,654 Views
21 Pages

Mobility-Aware Proactive Edge Caching Optimization Scheme in Information-Centric IoV Networks

  • Salahadin Seid Musa,
  • Marco Zennaro,
  • Mulugeta Libsie and
  • Ermanno Pietrosemoli

11 February 2022

Edge caching is a promising approach to alleviate the burden on the backhaul of network links. It has a significant role in the Internet of Vehicle (IoV) networks performance by providing cached data at the edge and reduce the burden of the core netw...

  • Article
  • Open Access
1 Citations
2,391 Views
20 Pages

Hybrid CDN Architecture Integrating Edge Caching, MEC Offloading, and Q-Learning-Based Adaptive Routing

  • Aymen D. Salman,
  • Akram T. Zeyad,
  • Asia Ali Salman Al-karkhi,
  • Safanah M. Raafat and
  • Amjad J. Humaidi

13 October 2025

Content Delivery Networks (CDNs) have evolved to meet surging data demands and stringent low-latency requirements driven by emerging applications like high-definition video streaming, virtual reality, and IoT. This paper proposes a hybrid CDN archite...

  • Article
  • Open Access
8 Citations
2,230 Views
12 Pages

19 January 2022

Existing information-centric networking (ICN) designs for Internet of Things (IoT) mostly make caching decisions based on probability or content popularity. From the energy-efficient perspective, those strategies may not always be energy efficient in...

  • Article
  • Open Access
6 Citations
2,709 Views
19 Pages

17 October 2020

The Information-Centric Network (ICN) is one of the most influential future network architectures and in-network caching in ICN brings some helpful features, such as low latency and mobility support. How to allocate cache capacity and place content p...

  • Article
  • Open Access
7 Citations
3,735 Views
22 Pages

Performance Analysis of Cache Based on Popularity and Class in Named Data Network

  • Leanna Vidya Yovita,
  • Nana Rachmana Syambas,
  • Ian Joseph Matheus Edward and
  • Noriaki Kamiyama

9 December 2020

The communication network is growing with some unique characteristics, such as consumers repeatedly request the same content to the server, similarity in local demand trend, and dynamic changes to requests within a specific period. Therefore, a diffe...

  • Article
  • Open Access
3 Citations
1,693 Views
27 Pages

The growing demand for large-scale data distribution and sharing presents significant challenges to content transmission within the current TCP/IP network architecture. To address these challenges, Information-Centric Networking (ICN) has emerged as...

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