Adaptive Caching for Beneficial Content Distribution in Information-Centric Networking

Nguyễn, Quang Ngọc; Lopez, Jairo E.; Tsuda, Toshitaka; Sato, Toru; Nguyen, Kien; Ariffuzzaman, M.; Safitri, Cutifa; Thanh, Nguyen Huu

doi:10.1109/icoin48656.2020.9016549

Cited by 10 publications

(4 citation statements)

References 18 publications

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“…As another effective caching mechanism, utility-based cache optimization [19], [20] can be considered, which uses fixed utility functions over the cache hit ratio. As in [21], a utility-based replacement policy for ICN has been exploited to improve the cache hit ratio and cache diversity by keeping the most popular and recently used content items in the cache memory.…”

Section: Cache Replacementmentioning

confidence: 99%

A Survey of Information-Centric Networking: The Quest for Innovation

ASAEDA,

MATSUZONO,

HAYAMIZU

et al. 2024

IEICE Trans. Commun.

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Information-Centric Networking (ICN) is an innovative technology that provides low-loss, low-latency, high-throughput, and highreliability communications for diversified and advanced services and applications. In this article, we present a technical survey of ICN functionalities such as in-network caching, routing, transport, and security mechanisms, as well as recent research findings. We focus on CCNx, which is a prominent ICN protocol whose message types are defined by the Internet Research Task Force. To facilitate the development of functional code and encourage application deployment, we introduce an open-source software platform called Cefore that facilitates CCNx-based communications. Cefore consists of networking components such as packet forwarding and in-network caching daemons, and it provides APIs and a Python wrapper program that enables users to easily develop CCNx applications for on Cefore. We introduce a Mininet-based Cefore emulator and lightweight Docker containers for running CCNx experiments on Cefore. In addition to exploring ICN features and implementations, we also consider promising research directions for further innovation.

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Section: Cache Replacementmentioning

confidence: 99%

A Survey of Information-Centric Networking: The Quest for Innovation

ASAEDA,

MATSUZONO,

HAYAMIZU

et al. 2024

IEICE Trans. Commun.

View full text Add to dashboard Cite

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“…These approaches, when applied, restrict the service owner from controlling and monitoring their own data. Using the ICN protocol for adaptive caching was proposed in [13]. The browser caching of the resources also does not provide the prospective latency reduction.…”

Section: Related Workmentioning

confidence: 99%

Fog-Based CDN Framework for Minimizing Latency of Web Services Using Fog-Based HTTP Browser

2021

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Cloud computing has been a dominant computing paradigm for many years. It provides applications with computing, storage, and networking capabilities. Furthermore, it enhances the scalability and quality of service (QoS) of applications and offers the better utilization of resources. Recently, these advantages of cloud computing have deteriorated in quality. Cloud services have been affected in terms of latency and QoS due to the high streams of data produced by many Internet of Things (IoT) devices, smart machines, and other computing devices joining the network, which in turn affects network capabilities. Content delivery networks (CDNs) previously provided a partial solution for content retrieval, availability, and resource download time. CDNs rely on the geographic distribution of cloud servers to provide better content reachability. CDNs are perceived as a network layer near cloud data centers. Recently, CDNs began to perceive the same degradations of QoS due to the same factors. Fog computing fills the gap between cloud services and consumers by bringing cloud capabilities close to end devices. Fog computing is perceived as another network layer near end devices. The adoption of the CDN model in fog computing is a promising approach to providing better QoS and latency for cloud services. Therefore, a fog-based CDN framework capable of reducing the load time of web services was proposed in this paper. To evaluate our proposed framework and provide a complete set of tools for its use, a fog-based browser was developed. We showed that our proposed fog-based CDN framework improved the load time of web pages compared to the results attained through the use of the traditional CDN. Different experiments were conducted with a simple network topology against six websites with different content sizes along with a different number of fog nodes at different network distances. The results of these experiments show that with a fog-based CDN framework offloading autonomy, latency can be reduced by 85% and enhance the user experience of websites.

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“…By allowing users to access cached content, server load and the amount of network traffic can be reduced. In order to access content efficiently, research has also been conducted into the appropriate placement of content in the network [8][9][10][11][12]. This is a particularly important challenge in ad hoc networks where communication takes place between IoT devices, as content caching needs to be performed under the assumption that cache and battery capacity are very limited [13,14].…”

Section: Introductionmentioning

confidence: 99%

Caching Method for Information-Centric Ad Hoc Networks Based on Content Popularity and Node Centrality

Koide,

Matsumoto,

Matsuzawa

2024

Electronics

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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 hosts. In response, Information-Centric Networking (ICN) has emerged as a content-oriented networking model. The impact of ICN in reducing the location dependency of data and its high compatibility with ad hoc networks has led to research on realizing Information-Centric ad hoc Networks (ICANET). There has also been extensive research into caching content in the network, which is one of the features of ICN. In static networks, methods have been proposed to cache highly popular content in nodes that are more likely to be used for shortest paths. However, in dynamic networks, content with high popularity should be cached on nodes that are more likely to reach all nodes, as missing nodes need to be taken into account. In this study, we propose a cache control scheme for content caching in ICANET that utilizes both content popularity and the closeness centrality of nodes within the ad hoc network as indicators. To realise the proposed method, a new packet flow based on the Pending Interest Table (PIT) and Content Store (CS) was implemented in the forwarding strategy of ICN. The experiments used ndnSIM, a protocol implementation of NDN based on Network Simulator3, which is widely used in wireless network research. The experimental results showed that the cache hit rate could be increased by up to 4.5% in situations with low content bias. In the same situation, the response delay was also reduced by up to 28.3%.

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Adaptive Caching for Beneficial Content Distribution in Information-Centric Networking

Cited by 10 publications

References 18 publications

A Survey of Information-Centric Networking: The Quest for Innovation

A Survey of Information-Centric Networking: The Quest for Innovation

Fog-Based CDN Framework for Minimizing Latency of Web Services Using Fog-Based HTTP Browser

Caching Method for Information-Centric Ad Hoc Networks Based on Content Popularity and Node Centrality

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