452 citations · 818 across the 40 of their papers we have counts for
11 papers · 1 filter
On the Communication Latency of Wireless Decentralized Learning
Navid Naderializadeh
We consider a wireless network comprising nodes located within a circular area of radius , which are participating in a decentralized learning algorithm to optimize a global…
Energy-Aware Multi-Server Mobile Edge Computing: A Deep Reinforcement Learning Approach
Navid Naderializadeh, Morteza Hashemi
We investigate the problem of computation offloading in a mobile edge computing architecture, where multiple energy-constrained users compete to offload their computational tasks t…
Learning to Code: Coded Caching via Deep Reinforcement Learning
Navid Naderializadeh, Seyed Mohammad Asghari
We consider a system comprising a file library and a network with a server and multiple users equipped with cache memories. The system operates in two phases: a prefetching phase,…
Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems
Peihao Dong, Hua Zhang, Geoffrey Ye Li +2
For millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) systems, hybrid processing architecture is usually used to reduce the complexity and cost, which poses a…
On the Optimality of Separation between Caching and Delivery in General Cache Networks
Navid Naderializadeh, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider a system, containing a library of multiple files and a general memoryless communication network through which a server is connected to multiple users, each equipped wit…
Topological Interference Management with Reconfigurable Antennas
Heecheol Yang, Navid Naderializadeh, Amir Salman Avestimehr +1
We study the symmetric degrees-of-freedom (DoF) of partially connected interference networks under linear coding strategies at transmitters without channel state information beyond…
Fundamental Limits of Cache-Aided Interference Management
Navid Naderializadeh, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider a system comprising a library of files (e.g., movies) and a wireless network with transmitters, each equipped with a local cache of size of files, and $…
Topological Interference Management with just Retransmission: What are the "Best" Topologies?
Navid Naderializadeh, Aly El Gamal, A. Salman Avestimehr
We study the problem of interference management in fast fading wireless networks, in which the transmitters are only aware of network topology. We consider a class of retransmissio…
ITLinQ: A New Approach for Spectrum Sharing in Device-to-Device Communication Systems
Navid Naderializadeh, A. Salman Avestimehr
We consider the problem of spectrum sharing in device-to-device communication systems. Inspired by the recent optimality condition for treating interference as noise, we define a n…
On the Optimality of Treating Interference as Noise
Chunhua Geng, Navid Naderializadeh, A. Salman Avestimehr +1
It is shown that in the K-user interference channel, if for each user the desired signal strength is no less than the sum of the strengths of the strongest interference from this u…
Interference Networks with No CSIT: Impact of Topology
Navid Naderializadeh, A. Salman Avestimehr
We consider partially-connected -user interference networks, where the transmitters have no knowledge about the channel gain values, but they are aware of network topology (or c…