382 citations · 1.7k across the 82 of their papers we have counts for
10 papers · 1 filter
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…
Fast Path Localization on Graphs via Multiscale Viterbi Decoding
Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali +3
We consider a problem of localizing a path-signal that evolves over time on a graph. A path-signal can be viewed as the trajectory of a moving agent on a graph in several consecuti…
Coded Fourier Transform
Qian Yu, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider the problem of computing the Fourier transform of high-dimensional vectors, distributedly over a cluster of machines consisting of a master node and multiple worker nod…
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…