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Neural architecture search (NAS) typically consists of three main steps: training a super-network, training and evaluating sampled deep neural networks (DNNs), and training the discovered DNN. Most of the existing efforts speed up some…

Computer Vision and Pattern Recognition · Computer Science 2021-04-02 Tien-Ju Yang , Yi-Lun Liao , Vivienne Sze

Latency is becoming a key factor of performance for Internet applications and has triggered a number of changes in its protocols. Our work revisits the impact on latency of address family selection in dual-stack hosts. Through RIPE Atlas…

Networking and Internet Architecture · Computer Science 2024-12-13 Maxime Piraux , Olivier Bonaventure

IPv4 which is the old version of Internet Protocol has a new successor named IP Next Generation (IPng) or IPv6 developed by Internet Engineering Task Force (IETF). This new version is developed specifically to resolve some issues of IPv4…

Networking and Internet Architecture · Computer Science 2019-12-25 Abubakar Isa , Idris Abdulmumin

Since the lack of IPv6 network development, China is currently accelerating IPv6 deployment. In this scenario, traffic and network structure show a huge shift. However, due to the long-term prosperity, we are ignorant of the problems behind…

Networking and Internet Architecture · Computer Science 2022-04-21 Tianyu Cui , Chang Liu , Gaopeng Gou , Junzheng Shi , Gang Xiong

Network scanning has been a widely used technique to gather information on the Internet as a whole. The transition from IPv4 to IPv6 causes traditional network scanning to become less useful. An increasing number of hosts is either…

Networking and Internet Architecture · Computer Science 2025-02-26 Nora Bruns

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…

Networking and Internet Architecture · Computer Science 2026-02-11 Thomas Dreibholz , Somnath Mazumdar

Latency is a key indicator of Internet service performance. Continuously tracking the latency of client requests enables service operators to quickly identify bottlenecks, perform adaptive resource allocation or routing, and mitigate…

Networking and Internet Architecture · Computer Science 2026-03-05 Bhavana Vannarth Shobhana , Yen-lin Chien , Jonathan Diamant , Badri Nath , Shir Landau Feibish , Srinivas Narayana

Intelligent Transport Systems are crucial in the digital transformation of transportation. The EC mandates the establishment of National Access Points (NAPs) in each Member State, serving as common national interfaces for ITS data exchange.…

Other Computer Science · Computer Science 2023-10-24 Chrysostomos Mylonas , Maria Stavara , Evangelos Mitsakis

Active Internet measurements face challenges when some measurements require many remote vantage points. In this paper, we propose a novel technique for measuring remote IPv6 networks via side channels in ICMP rate limiting, a required…

Networking and Internet Architecture · Computer Science 2023-05-16 Long Pan , Jiahai Yang , Lin He , Zhiliang Wang , Leyao Nie , Guanglei Song , Yaozhong Liu

Existing methods for active topology discovery within the IPv6 Internet largely mirror those of IPv4. In light of the large and sparsely populated address space, in conjunction with aggressive ICMPv6 rate limiting by routers, this work…

Networking and Internet Architecture · Computer Science 2018-10-11 Robert Beverly , Ramakrishnan Durairajan , David Plonka , Justin P. Rohrer

In this paper, we uncover a new side-channel vulnerability in the widely used NAT port preservation strategy and an insufficient reverse path validation strategy of Wi-Fi routers, which allows an off-path attacker to infer if there is one…

Cryptography and Security · Computer Science 2024-04-09 Yuxiang Yang , Xuewei Feng , Qi Li , Kun Sun , Ziqiang Wang , Ke Xu

XMap is an open-source network scanner designed for performing fast Internet-wide IPv4 and IPv6 network research scanning. XMap was initially developed as the research artifact of a paper published at 2021 IEEE/IFIP International Conference…

Cryptography and Security · Computer Science 2026-02-11 Xiang Li , Zixuan Xie , Lu Sun , Yuqi Qiu , Zuyao Xu , Zheli Liu

Network scanning tools play a major role in Internet security. They are used by both network security researchers and malicious actors to identify vulnerable machines exposed on the Internet. ZMap is one of the most common probing tools for…

Cryptography and Security · Computer Science 2019-08-14 Johan Mazel , Rémi Strullu

This paper was designed to provide Intranet traffic monitoring by sniffing the packets at the local Area Network (LAN) server end to provide security and control. It was implemented using five computer systems configured with static…

Cryptography and Security · Computer Science 2019-10-25 Henry N. Ogbu , Moses Adah Agana

Internet routing can often be sub-optimal, with the chosen routes providing worse performance than other available policy-compliant routes. This stems from the lack of visibility into route performance at the network layer. While this is an…

Networking and Internet Architecture · Computer Science 2020-11-20 Maria Apostolaki , Ankit Singla , Laurent Vanbever

The study utilizes a comprehensive dataset informed by IPv6 routing information to provide statistics, degree distribution, joint degree distribution, and clustering analysis of the IPv6 Internet's structure and resilience.The dataset…

Networking and Internet Architecture · Computer Science 2024-03-04 Bin Yuan , Tianbo Song

With the rapid development of neural architecture search (NAS), researchers found powerful network architectures for a wide range of vision tasks. However, it remains unclear if the searched architecture can transfer across different types…

Computer Vision and Pattern Recognition · Computer Science 2020-01-07 Xin Chen , Lingxi Xie , Jun Wu , Qi Tian

Active Traffic Management (ATM) systems have been introduced by transportation agencies to manage recurrent and non-recurrent congestion. ATM systems rely on the interconnectivity of components made possible by wired and/or wireless…

Cryptography and Security · Computer Science 2018-04-18 Zulqarnain H. Khattak , Hyungjun Park , Seongah Hong , Richard Atta Boateng , Brian L. Smith

One challenge in understanding the evolution of Internet infrastructure is the lack of systematic mechanisms for monitoring the extent to which allocated IP addresses are actually used. In this paper we try to advance the science of…

Networking and Internet Architecture · Computer Science 2014-11-03 Alberto Dainotti , Karyn Benson , Alistair King , kc claffy , Eduard Glatz , Xenofontas Dimitropoulos , Philipp Richter , Alessandro Finamore , Alex C. Snoeren

Deep learning is increasingly impacting various aspects of contemporary society. Artificial neural networks have emerged as the dominant models for solving an expanding range of tasks. The introduction of Neural Architecture Search (NAS)…

Machine Learning · Computer Science 2023-07-04 Simone Sarti , Eugenio Lomurno , Matteo Matteucci