1.5k citations · 4.2k across the 131 of their papers we have counts for
8 papers · 2 filters
PMNet: Robust Pathloss Map Prediction via Supervised Learning
Ju-Hyung Lee, Omer Gokalp Serbetci, Dheeraj Panneer Selvam +1
Pathloss prediction is an essential component of wireless network planning. While ray tracing based methods have been successfully used for many years, they require significant com…
Optimal Multicast Service Chain Control: Packet Processing, Routing, and Duplication
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
Distributed computing (cloud) networks, e.g., mobile edge computing (MEC), are playing an increasingly important role in the efficient hosting, running, and delivery of real-time s…
Optimal Cloud Network Control with Strict Latency Constraints
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
The timely delivery of resource-intensive and latency-sensitive services (e.g., industrial automation, augmented reality) over distributed computing networks (e.g., mobile edge com…
Dynamic Control of Data-Intensive Services over Edge Computing Networks
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
Next-generation distributed computing networks (e.g., edge and fog computing) enable the efficient delivery of delay-sensitive, compute-intensive applications by facilitating acces…
Compute- and Data-Intensive Networks: The Key to the Metaverse
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
The worlds of computing, communication, and storage have for a long time been treated separately, and even the recent trends of cloud computing, distributed computing, and mobile e…
Ultra-Reliable Distributed Cloud Network Control with End-to-End Latency Constraints
Yang Cai, Jaime Llorca, Antonia M. Tulino +1
We are entering a rapidly unfolding future driven by the delivery of real-time computation services, such as industrial automation and augmented reality, collectively referred to a…