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Extreme edge-AI systems, such as those in readout ASICs for radiation detection, must operate under stringent hardware constraints such as micron-level dimensions, sub-milliwatt power, and nanosecond-scale speed while providing clear…

While Deep Neural Networks (DNNs) are deriving the major innovations in nearly every field through their powerful automation, we are also witnessing the peril behind automation as a form of bias, such as automated racism, gender bias, and…

人工智能 · 计算机科学 2022-02-08 Yuyang Gao , Tong Sun , Liang Zhao , Sungsoo Hong

An overarching issue in resource management of wireless networks is assessing their capacity: How much communication can be achieved in a network, utilizing all the tools available: power control, scheduling, routing, channel assignment and…

网络与互联网体系结构 · 计算机科学 2017-05-30 Magnus M. Halldorsson , Tigran Tonoyan

Interference alignment (IA) has attracted enormous research interest as it achieves optimal capacity scaling with respect to signal to noise ratio on interference networks. IA has also recently emerged as an effective tool in engineering…

信息论 · 计算机科学 2016-05-04 Liangzhong Ruan , Vincent K. N. Lau , Moe Z. Win

IP eXchange or IPX is GSMA proposal for IP interconnection model which supports multi services to offer end-to-end QoS, security, interoperability, SLAs through a dedicated connection. There are some possible partnership schemes between IPX…

网络与互联网体系结构 · 计算机科学 2014-04-14 David Gunawan , Karno Budiono

The Internet of Things, or the IoT is a vision for a ubiquitous society wherein people and "Things" are connected in an immersively networked computing environment, with the connected "Things" providing utility to people/enterprises and…

计算机与社会 · 计算机科学 2016-04-11 Prasant Misra , Yogesh Simmhan , Jay Warrior

In wireless communications, transforming network into graphs and processing them using deep learning models, such as Graph Neural Networks (GNNs), is one of the mainstream network optimization approaches. While effective, the generative AI…

网络与互联网体系结构 · 计算机科学 2024-05-09 Jiacheng Wang , Yinqiu Liu , Hongyang Du , Dusit Niyato , Jiawen Kang , Haibo Zhou , Dong In Kim

Internet has become a foundation of our modern society. However, all regions or countries do not have the same Internet access regarding quality especially in the Indian Ocean Area (IOA). To improve this quality it is important to have a…

网络与互联网体系结构 · 计算机科学 2017-09-29 Xavier Nicolay , Rehan Noordally , Pascal Anelli , Nour Mohammad Murad , Tahiry Razafindralambo

While artificial intelligence (AI) has become widespread, many commercial AI systems are not yet accessible to individual researchers nor the general public due to the deep knowledge of the systems required to use them. We believe that AI…

The rapid expansion of AI-generated content (AIGC) reflects the iteration from assistive AI towards generative AI (GAI) with creativity. Meanwhile, the 6G networks will also evolve from the Internet-of-everything to the…

网络与互联网体系结构 · 计算机科学 2024-01-08 Ning Chen , Jie Yang , Zhipeng Cheng , Xuwei Fan , Zhang Liu , Bangzhen Huang , Yifeng Zhao , Lianfen Huang , Xiaojiang Du , Mohsen Guizani

LoRa bridges the gap between remote locations and mainstream networks, enabling large-scale Internet of Things (IoT) deployments. Despite the recent advancements around LoRa, Internet access over this technology is still largely unexplored.…

网络与互联网体系结构 · 计算机科学 2025-06-11 Atonu Ghosh , Devadeep Misra , Hirdesh Mewada

User association, the problem of assigning each user device to a suitable base station, is increasingly crucial as wireless networks become denser and serve more users with diverse service demands. The joint optimization of user association…

信号处理 · 电气工程与系统科学 2025-05-14 Jonggyu Jang , Hyeonsu Lyu , David J. Love , Hyun Jong Yang

In this paper we consider spatial networks that realize a balance between an infrastructure cost (the cost of wire needed to connect the network in space) and communication efficiency, measured by average shortest pathlength. A global…

无序系统与神经网络 · 物理学 2015-05-19 Markus Brede

Safe and economic operation of networked systems is often challenging. Optimization-based schemes are frequently considered, since they achieve near-optimality while ensuring safety via the explicit consideration of constraints. In…

最优化与控制 · 数学 2024-01-30 Alexander Engelmann , Maisa B. Bandeira , Timm Faulwasser

The past decade has seen many proposals for future Internet architectures. Most of these proposals require substantial changes to the current networking infrastructure and end-user devices, resulting in a failure to move from theory to…

网络与互联网体系结构 · 计算机科学 2015-08-11 Taeho Lee , Pawel Szalachowski , David Barrera , Adrian Perrig , Heejo Lee , David Watrin

This paper suggests a system architecture for wireless widearea- networking access using adhoc networking between a mobile Client node without direct connectivity to a wirelesswide- area-network and a mobile Service Provider node with…

网络与互联网体系结构 · 计算机科学 2016-11-17 Dilip Krishnaswamy

Complex networks pervade various real-world systems, from the natural environment to human societies. The essence of these networks is in their ability to transition and evolve from microscopic disorder-where network topology and node…

社会与信息网络 · 计算机科学 2025-06-10 Jingtao Ding , Chang Liu , Yu Zheng , Yunke Zhang , Zihan Yu , Ruikun Li , Hongyi Chen , Jinghua Piao , Huandong Wang , Jiazhen Liu , Yong Li

In a world where for-profit enterprises are increasingly looking to maximize profits by engaging in privacy invading consumer-profiling techniques, the rise of ubiquitous computing and the Internet of Things (IoT) poses a major problem. If…

计算机与社会 · 计算机科学 2016-06-30 Daniel Filipe G. Farinha

In recent times, wireless access technology is becoming increasingly commonplace due to the ease of operation and installation of untethered wireless media. The design of wireless networking is challenging due to the highly dynamic…

网络与互联网体系结构 · 计算机科学 2014-11-20 Usama Mehboob , Junaid Qadir , Salman Ali , Athanasios Vasilakos

Innovation in the Internet requires a global Internet core to enable communication between users in ISPs and services in the cloud. Today, this Internet core is challenged by partial reachability: political pressure threatens fragmentation…

网络与互联网体系结构 · 计算机科学 2024-07-22 Guillermo Baltra , Tarang Saluja , Yuri Pradkin , John Heidemann