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Soheil Mohajer

4 accepted papers

2020

Joint Resource Allocation and Routing for Service Function Chaining with In-Subnetwork Processing

ICASSP 2020accepted

Network Function Virtualization (NFV) is an efficient approach to simplify and accelerate the deployment of diverse network services. A critical challenge lies in mapping Virtual Network Functions (VNFs) to high-volume servers, resource allocation, and traffic routing. In this paper, we study the jo…

Cited by 0SourceScholar
2020

Matrix Completion with Hierarchical Graph Side Information

NeurIPS 2020poster

We consider a matrix completion problem that exploits social or item similarity graphs as side information. We develop a universal, parameter-free, and computationally efficient algorithm that starts with hierarchical graph clustering and then iteratively refines estimates both on graph clustering a…

Cited by 20SourcePDFScholar
2020

Simple Caching Schemes for Non-homogeneous MISO Cache-Aided Communication via Convexity

ICASSP 2020accepted

We present a novel scheme for cache-aided communication over multiple-input and single output (MISO) cellular networks. The presented scheme achieves the same number of degrees of freedom as known coded caching schemes, but, at much lower complexity. The scheme is derived for communication systems w…

Cited by 0SourceScholar