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Bike sharing is an increasingly popular part of urban transportation systems. Accurate demand prediction is the key to support timely re-balancing and ensure service efficiency. Most existing models of bike-sharing demand prediction are…

机器学习 · 计算机科学 2022-03-22 Yuebing Liang , Guan Huang , Zhan Zhao

The Internet comprises of interconnected, independently managed Autonomous Systems (AS) that rely on the Border Gateway Protocol (BGP) for inter-domain routing. BGP anomalies--such as route leaks and hijacks--can divert traffic through…

网络与互联网体系结构 · 计算机科学 2025-06-06 Hanqing Li , Melania Fedeli , Vinay Kolar , Diego Klabjan

We propose a throughput-optimal biased backpressure (BP) algorithm for routing, where the bias is learned through a graph neural network that seeks to minimize end-to-end delay. Classical BP routing provides a simple yet powerful…

信号处理 · 电气工程与系统科学 2022-11-22 Zhongyuan Zhao , Bojan Radojicic , Gunjan Verma , Ananthram Swami , Santiago Segarra

This paper describes a method based on mixed-integer linear programming to cost-optimally locate and size chargers for electric vehicles (EVs) in distribution grids as a function of the driving demand. The problem accounts for the notion of…

系统与控制 · 电气工程与系统科学 2021-11-16 Biswarup Mukherjee , Fabrizio Sossan

Microwave power transfer (MPT) delivers energy wirelessly from stations called power beacons (PBs) to mobile devices by microwave radiation. This provides mobiles practically infinite battery lives and eliminates the need of power cords and…

信息论 · 计算机科学 2012-07-25 Kaibin Huang , Vincent K. N. Lau

A substantial amount of work has recently gone into localizing BitTorrent traffic within an ISP in order to avoid excessive and often times unnecessary transit costs. Several architectures and systems have been proposed and the initial…

网络与互联网体系结构 · 计算机科学 2011-02-02 Ruben Cuevas , Nikolaos Laoutaris , Xiaoyuan Yang , Georgos Siganos , Pablo Rodriguez

Geocasting is a special variant of multicasting, where data packet or message is transmitted to a predefined geographical location i.e., known as geocast region. The applications of geocasting in VANET are to disseminate information like,…

其他计算机科学 · 计算机科学 2012-03-12 Sanjoy Das , D . K. Lobiyal

The growing demand for broadband communications anytime, anywhere has paved the way to the usage of Unmanned Aerial Vehicles (UAVs) for providing Internet access in areas without network infrastructure and enhancing the performance of…

网络与互联网体系结构 · 计算机科学 2019-12-18 André Coelho , Eduardo Nuno Almeida , José Ruela , Rui Campos , Manuel Ricardo

With the growing significance of network security, the classification of encrypted traffic has emerged as an urgent challenge. Traditional byte-based traffic analysis methods are constrained by the rigid granularity of information and fail…

密码学与安全 · 计算机科学 2025-01-08 Haozhen Zhang , Haodong Yue , Xi Xiao , Le Yu , Qing Li , Zhen Ling , Ye Zhang

To account for the randomness of propagation channels and interference levels in hierarchical spectrum sharing, a novel approach to multihop routing is introduced for cognitive random access networks, whereby packets are randomly routed…

最优化与控制 · 数学 2012-07-05 Emiliano Dall'Anese , Georgios B. Giannakis

Multipath forwarding consists of using multiple paths simultaneously to transport data over the network. While most such techniques require endpoint modifications, we investigate how multipath forwarding can be done inside the network,…

网络与互联网体系结构 · 计算机科学 2016-08-17 Dario Banfi , Olivier Mehani , Guillaume Jourjon , Lukas Schwaighofer , Ralph Holz

We consider the key practical challenge of multi-asset maintenance optimization in settings where degradation parameters are heterogeneous and unknown, and must be inferred from degradation data. To address this, we propose scalable methods…

最优化与控制 · 数学 2026-04-21 Peter Verleijsdonk , Collin Drent , Stella Kapodistria , Willem van Jaarsveld

Message transmission and message synchronization for multicontroller interdomain routing in software-defined networking (SDN) have long adaptation times and slow convergence speeds, coupled with the shortcomings of traditional interdomain…

网络与互联网体系结构 · 计算机科学 2023-03-15 Miao Ye , Linqiang Huang , Xiaofang Deng , Yong Wang , Qiuxiang Jiang , Hongbing Qiu , Peng Wen

Heterogeneous wireless networks with wireless devices supporting multitude of radio access technologies are witnessing increasing interest from network providers and consumers alike. Energy efficiency in such networks has become an…

网络与互联网体系结构 · 计算机科学 2012-12-21 Riccardo Fedrizzi , Karina Gomez , Sithamparanathan Kandeepan , Tinku Rasheed , Chava Vijaya Saradhi

Pushing data traffic from cellular to WiFi is an example of inter radio access technology (RAT) offloading. While this clearly alleviates congestion on the over-loaded cellular network, the ultimate potential of such offloading and its…

信息论 · 计算机科学 2016-11-18 Sarabjot Singh , Harpreet S. Dhillon , Jeffrey G. Andrews

We consider multitarget detection and tracking problem for a class of multipath detection system where one target may generate multiple measurements via multiple propagation paths, and the association relationship among targets,…

计算机视觉与模式识别 · 计算机科学 2018-12-12 Hua Lan , Shuai Sun , Zengfu Wang , Quan Pan , Zhishan Zhang

Relative localization is crucial for multi-robot systems to perform cooperative tasks, especially in GPS-denied environments. Current techniques for multi-robot relative localization rely on expensive or short-range sensors such as cameras…

机器人学 · 计算机科学 2024-07-11 Ehsan Latif , Ramviyas Parasuraman

The rapid growth of online retail and e-commerce has made effective and efficient Vehicle Routing Problem (VRP) solutions essential. To meet rising demand, companies are adding more depots, which changes the VRP problem to a complex…

数据库 · 计算机科学 2025-08-11 Saeed Nasehi , Farhana Choudhury , Egemen Tanin , Majid Sarvi

We study graph-based Multi-Robot Coverage Path Planning (MCPP) that aims to compute coverage paths for multiple robots to cover all vertices of a given 2D grid terrain graph $G$. Existing graph-based MCPP algorithms first compute a tree…

机器人学 · 计算机科学 2024-02-29 Jingtao Tang , Hang Ma

The multipath transmission scheme can work as an effective way to provide better quality of experiments to end users. Two key research points in the multipath real time video transmission context are congestion control and packet…

网络与互联网体系结构 · 计算机科学 2019-01-29 Songyang Zhang , Weimin Lei