Zobrazeno 1 - 10
of 2 218
pro vyhledávání: '"CHAN, KEVIN"'
Autor:
Erfaniantaghvayi, Negar, Zhao, Zhongyuan, Chan, Kevin, Verma, Gunjan, Swami, Ananthram, Segarra, Santiago
A mixture of streaming and short-lived traffic presents a common yet challenging scenario for Backpressure routing in wireless multi-hop networks. Although state-of-the-art shortest-path biased backpressure (SP-BP) can significantly improve the laten
Externí odkaz:
http://arxiv.org/abs/2408.12702
When making decisions in a network, it is important to have up-to-date knowledge of the current state of the system. Obtaining this information, however, comes at a cost. In this paper, we determine the optimal finite-time update policy for monitorin
Externí odkaz:
http://arxiv.org/abs/2405.11089
Autor:
Zhao, Joshua C., Bagchi, Saurabh, Avestimehr, Salman, Chan, Kevin S., Chaterji, Somali, Dimitriadis, Dimitris, Li, Jiacheng, Li, Ninghui, Nourian, Arash, Roth, Holger R.
Deep learning has shown incredible potential across a vast array of tasks and accompanying this growth has been an insatiable appetite for data. However, a large amount of data needed for enabling deep learning is stored on personal devices and recen
Externí odkaz:
http://arxiv.org/abs/2405.03636
Autor:
Chan, Kevin Ki Fai
Zika (ZIKV), La Crosse (LACV), and Cache Valley (CVV) viruses are mosquito-vectored diseases that cause significant morbidity and mortality in humans and animals. Transmission of these viruses are dependent on numerous factors including vector compet
Externí odkaz:
http://hdl.handle.net/10919/104393
Autor:
Chan, Kevin, Paardekooper, Sijme-Jan
Dust rings in protoplanetary discs are often observed in thermal dust emission and could be favourable environments for planet formation. While dust rings readily form in gas pressure maxima, their long-term stability is key to both their observabili
Externí odkaz:
http://arxiv.org/abs/2401.04517
Autor:
Abdallah, Mustafa, Bagchi, Saurabh, Bopardikar, Shaunak D., Chan, Kevin, Gao, Xing, Kantarcioglu, Murat, Li, Congmiao, Liu, Peng, Zhu, Quanyan
Many of our critical infrastructure systems and personal computing systems have a distributed computing systems structure. The incentives to attack them have been growing rapidly as has their attack surface due to increasing levels of connectedness.
Externí odkaz:
http://arxiv.org/abs/2309.01281
Vertex classification -- the problem of identifying the class labels of nodes in a graph -- has applicability in a wide variety of domains. Examples include classifying subject areas of papers in citation networks or roles of machines in a computer n
Externí odkaz:
http://arxiv.org/abs/2308.05498
When dealing with large graphs, community detection is a useful data triage tool that can identify subsets of the network that a data analyst should investigate. In an adversarial scenario, the graph may be manipulated to avoid scrutiny of certain no
Externí odkaz:
http://arxiv.org/abs/2308.03081
Federated learning (FL) enables distributed model training from local data collected by users. In distributed systems with constrained resources and potentially high dynamics, e.g., mobile edge networks, the efficiency of FL is an important problem.
Externí odkaz:
http://arxiv.org/abs/2212.08496