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Recently, Graph Convolutional Networks (GCNs) and their variants have been receiving many research interests for learning graph-related tasks. While the GCNs have been successfully applied to this problem, some caveats inherited from…

机器学习 · 计算机科学 2019-11-11 Mustafa Coskun

This paper investigates the latter scenario of individual emergency alerts in airports by applying two existing benchmark delay tolerant network protocols and evaluating their performance of delivery ratio and latency. First, the paper…

网络与互联网体系结构 · 计算机科学 2026-01-01 Nana Oye Akrofi Quarcoo , Milena Radenkovic

Delay and Disruption Tolerant Networks (DTNs) may lack continuous network connectivity. Routing in DTNs is thus a challenge since it must handle network partitioning, long delays, and dynamic topology. Meanwhile, routing protocols of the…

网络与互联网体系结构 · 计算机科学 2017-06-23 Lei You , Jianbo Li , Changjiang We , Chenqu Dai

Large-scale network sensing plays a vital role in network traffic analysis and characterization. As network packet data grows increasingly large, parallel methods have become mainstream for network analytics. While effective, GPU-based…

分布式、并行与集群计算 · 计算机科学 2025-10-17 Michael Mandulak , Sayan Ghosh , S M Ferdous , Mahantesh Halappanavar , George Slota

Rule-based fine-grained IP geolocation methods are hard to generalize in computer networks which do not follow hypothetical rules. Recently, deep learning methods, like multi-layer perceptron (MLP), are tried to increase generalization…

机器学习 · 计算机科学 2023-04-18 Shichang Ding , Xiangyang Luo , Jinwei Wang , Xiaoming Fu

The diversity of QUIC implementations poses challenges for Internet measurements and the analysis of the QUIC ecosystem. While all implementations follow the same specification and there is general interoperability, differences in…

网络与互联网体系结构 · 计算机科学 2024-03-20 Johannes Zirngibl , Florian Gebauer , Patrick Sattler , Markus Sosnowski , Georg Carle

Network communication using the Internet Protocol (IP) is a pillar of modern Internet applications. IP allows data packets to travel the world through a complex set of interconnected computer networks managed by different operators. How…

网络与互联网体系结构 · 计算机科学 2026-02-11 Thomas Dreibholz , Somnath Mazumdar

Satellite communications present challenging characteristics. Continuous end-to-end connectivity may not be available due to the large distances between satellites. Moreover, resources such as link capacity and buffer memory may be limited.…

网络与互联网体系结构 · 计算机科学 2026-03-10 Tania Alhajj , Vincent Corlay

This paper studies the problem of cross-network node classification to overcome the insufficiency of labeled data in a single network. It aims to leverage the label information in a partially labeled source network to assist node…

机器学习 · 计算机科学 2022-08-02 Quanyu Dai , Xiao-Ming Wu , Jiaren Xiao , Xiao Shen , Dan Wang

The web serving protocol stack is constantly changing and evolving to tackle technological shifts in networking infrastructure and website complexity. As a result of this evolution, the web serving stack includes a plethora of protocols and…

网络与互联网体系结构 · 计算机科学 2019-08-14 Usama Naseer , Theophilus Benson

IP Geolocation databases are widely used in online services to map end user IP addresses to their geographical locations. However, they use proprietary geolocation methods and in some cases they have poor accuracy. We propose a systematic…

网络与互联网体系结构 · 计算机科学 2018-11-13 Ovidiu Dan , Vaibhav Parikh , Brian D. Davison

This paper presents a proposition for informationcentric networking (ICN) that lies outside the typical trajectory of aiming for a wholesale replacement of IP as the internetworking layer of the Internet. Instead, we propose that a careful…

网络与互联网体系结构 · 计算机科学 2015-07-16 Dirk Trossen , Martin J. Reed , Janne Riihijärvi , Michael Georgiades , Nikos Fotiou , George Xylomenos

Many significant functionalities of vehicular ad hoc networks (VANETs) require that nodes have knowledge of the positions of other vehicles, and notably of those within communication range. However, adversarial nodes could provide false…

密码学与安全 · 计算机科学 2010-06-07 Marco Fiore , Claudio Casetti , Carla Fabiana Chiasserini , Panagiotis Papadimitratos

The evolution from traditional IP-based networking to Named Data Networking (NDN) represents a paradigm shift to address the inherent limitations of current network architectures, such as scalability, mobility, and efficient data…

网络与互联网体系结构 · 计算机科学 2024-12-25 Amir Esmaeili , Maryam Fazli

This study addresses the challenge of real-time metaverse applications by proposing an in-network placement and task-offloading solution for delay-constrained computing tasks in next-generation networks. The metaverse, envisioned as a…

网络与互联网体系结构 · 计算机科学 2025-01-22 Sulaiman Muhammad Rashid , Ibrahim Aliyu , Il-Kwon Jeong , Tai-Won Um , Jinsul Kim

Graph or network data is ubiquitous in the real world, including social networks, information networks, traffic networks, biological networks and various technical networks. The non-Euclidean nature of graph data poses the challenge for…

社会与信息网络 · 计算机科学 2019-09-06 Junjie Huang , Huawei Shen , Liang Hou , Xueqi Cheng

This paper explores the feasibility, advantages, and challenges of an ICN-based approach in the Internet of Things. We report on the first NDN experiments in a life-size IoT deployment, spread over tens of rooms on several floors of a…

网络与互联网体系结构 · 计算机科学 2016-03-30 Emmanuel Baccelli , Christian Mehlis , Oliver Hahm , Thomas C. Schmidt , Matthias Wählisch

While research on Information-Centric Networking (ICN) flourishes, its adoption seems to be an elusive goal. In this paper we propose Edge-ICN: a novel approach for deploying ICN in a single large network, such as the network of an Internet…

网络与互联网体系结构 · 计算机科学 2017-07-12 Nikos Fotiou , Vasilios A. Siris , George Xylomenos , George C. Polyzos , Konstantinos V. Katsaros , George Petropoulos

Information centric networking (ICN) proposes to redesign the Internet by replacing its host-centric design with information-centric design. Communication among entities is established at the naming level, with the receiver side (referred…

网络与互联网体系结构 · 计算机科学 2016-11-17 Aytac Azgin , Ravishankar Ravindran , Guoqiang Wang

In recent years, the current Internet has experienced an unexpected paradigm shift in the usage model, which has pushed researchers towards the design of the Information-Centric Networking (ICN) paradigm as a possible replacement of the…

网络与互联网体系结构 · 计算机科学 2019-10-17 Mauro Conti , Ankit Gangwal , Muhammad Hassan , Chhagan Lal , Eleonora Losiouk