382 citations · 1.7k across the 82 of their papers we have counts for
7 papers · 2 filters
Private Function Retrieval
Mahtab Mirmohseni, Mohammad Ali Maddah-Ali
The widespread use of cloud computing services raises the question of how one can delegate the processing tasks to the untrusted distributed parties without breeching the privacy o…
Communication-Aware Computing for Edge Processing
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider a mobile edge computing problem, in which mobile users offload their computation tasks to computing nodes (e.g., base stations) at the network edge. The edge nodes comp…
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication
Qian Yu, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider a large-scale matrix multiplication problem where the computation is carried out using a distributed system with a master node and multiple worker nodes, where each wor…
How to Optimally Allocate Resources for Coded Distributed Computing?
Qian Yu, Songze Li, Mohammad Ali Maddah-Ali +1
Today's data centers have an abundance of computing resources, hosting server clusters consisting of as many as tens or hundreds of thousands of machines. To execute a complex comp…
Coding for Distributed Fog Computing
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
Redundancy is abundant in Fog networks (i.e., many computing and storage points) and grows linearly with network size. We demonstrate the transformational role of coding in Fog com…
Characterizing the Rate-Memory Tradeoff in Cache Networks within a Factor of 2
Qian Yu, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider a basic caching system, where a single server with a database of files (e.g. movies) is connected to a set of users through a shared bottleneck link. Each user…