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Mixture of Experts (MoE) architectures increase large language model scalability, yet their performance depends on the router module that moves tokens to specialized experts. Bad routing can load imbalance and reduced accuracy. This project…

机器学习 · 计算机科学 2025-06-23 Daniel Fidel Harvey , George Weale , Berk Yilmaz

With vast amounts of spectrum available in the millimeter wave (mmWave) band, small cells at mmWave frequencies densely deployed underlying the conventional homogeneous macrocell network have gained considerable interest from academia,…

网络与互联网体系结构 · 计算机科学 2015-09-29 Yong Niu , Chuhan Gao , Yong Li , Li Su , Depeng Jin

Network coding is an effective idea to boost the capacity of wireless networks, and a variety of studies have explored its advantages in different scenarios. However, there is not much analytical study on throughput and end-to-end delay of…

网络与互联网体系结构 · 计算机科学 2018-01-09 Somayeh Kafaie , Mohamed Hossam Ahmed , Yuanzhu Chen , Octavia A. Dobre

We study a mobile wireless sensor network (MWSN) consisting of multiple mobile sensors or robots. Three key factors in MWSNs, sensing quality, energy consumption, and connectivity, have attracted plenty of attention, but the interaction of…

分布式、并行与集群计算 · 计算机科学 2018-06-20 Jun Guo , Hamid Jafarkhani

Aerial vehicles (AVs) such as electric vertical take-off and landing (eVTOL) aircraft make aerial passenger transportation a reality in urban environments. However, their communication connectivity is still under research to realize their…

系统与控制 · 电气工程与系统科学 2023-08-22 Fateme Salehi , Mustafa Ozger , Cicek Cavdar

Dose volume histogram (DVH) metrics are widely accepted evaluation criteria in the clinic. However, incorporating these metrics into deep learning dose prediction models is challenging due to their non-convexity and non-differentiability.…

计算机视觉与模式识别 · 计算机科学 2022-09-07 Gourav Jhanwar , Navdeep Dahiya , Parmida Ghahremani , Masoud Zarepisheh , Saad Nadeem

The link scheduling in wireless multi-hop networks is addressed. Different from most of work that adopt the protocol interference model which merely take consideration of packet collisions, our proposed algorithms use the physical…

网络与互联网体系结构 · 计算机科学 2009-10-28 Shuai Fan , Lin Zhang , Yong Ren

Mobile Ad Hoc Networks (MANETs) are formed by a collection of mobile nodes (MNs) that are capable of moving from one location to another location. These networks are widely identified by their unique characteristics such as lack of…

网络与互联网体系结构 · 计算机科学 2020-07-01 Mohsin Ur Rahman

The development of the Internet of Things (IoT) has dramatically expanded our daily lives, playing a pivotal role in the enablement of smart cities, healthcare, and buildings. Emerging technologies, such as IoT, seek to improve the quality…

机器学习 · 计算机科学 2023-02-24 Neveen Hijazi , Moayad Aloqaily , Bassem Ouni , Fakhri Karray , Merouane Debbah

User cooperation based multi-hop wireless communication networks (MH-WCNs) as the key communication technological component of mobile social networks (MSNs) should be exploited to enhance the capability of accumulating data rates and…

信息论 · 计算机科学 2014-12-23 Mugen Peng , Qiang Hu , Xinqian Xie , Zhongyuan Zhao , H. Vincent Poor

Energy management is a crucial challenge in wireless sensor networks. To date, many techniques have been proposed to reduce energy consumption. Duty cycle methods reduce the energy consumption of wireless sensor networks since energy…

网络与互联网体系结构 · 计算机科学 2022-02-22 Mahta Moezzi , Parsa Emamdadi

Wireless distributed sensor network consists of randomly deployed sensors having low energy assets. These networks can be used for monitoring a variety of environments. Major problems of these networks are energy constraints and their…

网络与互联网体系结构 · 计算机科学 2016-11-17 N. Amjad , N. Javaid , A. Haider , A. A. Awan , M. Rahman

Large language model (LLM) inference increasingly depends on multi-GPU execution, yet existing inference parallelization strategies require layer-wise inter-rank synchronization, making end-to-end performance sensitive to workload…

分布式、并行与集群计算 · 计算机科学 2026-05-13 Wanqian Li , Jintao Peng , Zongfei Jing , Tianyu Zhang , Ze Long , Xianjie Qiao , Xiaoming Chen , Dongxu Yang , Kefeng Duan , June Yang

This paper analyzes the performance of clustered decode-and-forward multi-hop relaying (CDFMR) wireless Rayleigh fading networks, and sheds light on their design principles for energy and spectral efficiency. The focus is on a general…

信息论 · 计算机科学 2014-07-01 Amin Azari , Jalil Seifali Harsini , Farshad Lahouti

The technologies like Wi-Fi, Blue tooth, WiMax etc. have made Mobile Ad hoc Networks common in our Real life. Multi-media applications need to be supported on MANET. A certain level of QoS (Quality of Service) support is essential for Real…

网络与互联网体系结构 · 计算机科学 2013-08-14 Iftikhar Ahmad , Humaira Jabeen , Faisal Riaz

This paper studies the network throughput and transport delay of a multihop wireless random access network based on a Markov renewal model of packet transportation. We show that the distribution of the source-to-destination (SD) distance…

网络与互联网体系结构 · 计算机科学 2008-05-12 Lin Dai , Tony T. Lee

We consider a novel routing protocol suitable for ad-hoc networks with dynamically changing topologies, such as DECT 2020 NR (NR+) systems, which often lead to missing links between the nodes and thus, incomplete or inefficient routes. A…

网络与互联网体系结构 · 计算机科学 2025-03-20 Niclas Führling , Ivan Alexander Morales Sandoval , Giuseppe Thadeu Freitas de Abreu

Due to the high demand of Internet access by users, and the tremendous success of wireless technologies, Wireless Mesh Networks (WMNs) have become a promising solution. IGW Placement and Selection (GPS) are significantly investigated…

网络与互联网体系结构 · 计算机科学 2019-06-18 Mohsen Jahanshahi , Arash Bozorgchenani

We study the problem of geometric optimization of medium access control in multi-hop wireless network. We discuss the optimal placements of simultaneous transmitters in the network and our general framework allows us to evaluate the…

信息论 · 计算机科学 2012-08-02 Salman Malik , Philippe Jacquet , Cedric Adjih

In this paper, we study and improve the recovery properties of single and multipath routing strategies when facing network failure situations. In particular, we focus our study on two MANET routing protocols: OLSR and its multipath…

网络与互联网体系结构 · 计算机科学 2012-06-19 Inès Doghri , Laurent Reynaud , Isabelle Guérin-Lassous