119 citations · 884 across the 130 of their papers we have counts for
138 papers
Distributed Cross-Layer Optimization for Covert Multi-Hop, Multi-Modal Networks: Exponentially Fast Convergence and Robust Tracking
Sirin Chakraborty, Andrea Panebianco, Yuchen Tian +4
This paper develops the first distributed cross-layer algorithm for joint congestion control, routing, scheduling, and power control in covert multi-hop, multi-modal wireless netwo…
Online Scheduling for Throughput Maximization of Time-varying Markovian Channels with Unknown Statistics
Tasmeen Zaman Ornee, Clement Kam, Ness B. Shroff
We consider a wireless scheduling problem in downlink wireless networks with unknown channel statistics, where a Base Station (BS) sends data to multiple users. The scheduling perf…
Abstractions for Network Intelligence: A Reference Architecture for AI at the Wireless Edge
Salil Reddy, Haohuang Wen, Ness Shroff +5
Networks are increasingly adopting AI as are AI applications leveraging networks. Awareness sharing between networks and AI applications promises to unlock higher levels of network…
When Mobile Crowdsourcing Meets Queueing Systems: Human-in-the-Loop Learning
Hongbo Li, Lingjie Duan, Ness B. Shroff
In service systems, customers now rely on congestion information before deciding which queue or server to join, from restaurants and theme-park attractions to road networks. We stu…
Beyond Freshness and Semantics: A Coupon-Collector Framework for Effective Status Updates
Youssef Ahmed, Arnob Ghosh, Chih-Chun Wang +1
For status update systems operating over unreliable energy-constrained wireless channels, we address Weaver's long-standing Level-C question: do my packets actually improve the pla…
Delay-Optimal Transmission Scheduling Policies for Time-Correlated Fading Channels
Manali Dutta, Gourav Saha, Rahul Singh +1
Millimeter-wave (mmWave) networks have the potential to support high throughput and low-latency requirements of 5G-and-beyond communication standards. But transmissions in this ban…