803 citations · 3.5k across the 244 of their papers we have counts for
16 papers · 1 filter
Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Edge Nodes
Jingjing Zhang, Osvaldo Simeone
In fog-aided cellular systems, content delivery latency can be minimized by jointly optimizing edge caching and transmission strategies. In order to account for the cache capacity…
Online Edge Caching and Wireless Delivery in Fog-Aided Networks with Dynamic Content Popularity
Seyyed Mohammadreza Azimi, Osvaldo Simeone, Avik Sengupta +1
Fog Radio Access Network (F-RAN) architectures can leverage both cloud processing and edge caching for content delivery to the users. To this end, F-RAN utilizes caches at the edge…
Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints
Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Spectrum pooling allows multiple operators, or tenants, to share the same frequency bands. This work studies the optimization of spectrum pooling for the downlink of a multi-tenant…
Training Probabilistic Spiking Neural Networks with First-to-spike Decoding
Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Third-generation neural networks, or Spiking Neural Networks (SNNs), aim at harnessing the energy efficiency of spike-domain processing by building on computing elements that opera…
Optimization of Massive Full-Dimensional MIMO for Positioning and Communication
Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Massive Full-Dimensional multiple-input multiple-output (FD-MIMO) base stations (BSs) have the potential to bring multiplexing and coverage gains by means of three-dimensional (3D)…
A Brief Introduction to Machine Learning for Engineers
Osvaldo Simeone
This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learning. The treatment concentrates on probabilistic models for su…