885 citations · 1.7k across the 71 of their papers we have counts for
4 papers · 1 filter
The Price of Anarchy for Transportation Networks with Mixed Autonomy
Daniel A. Lazar, Samuel Coogan, Ramtin Pedarsani
We study routing behavior in transportation networks with mixed autonomy, that is, networks in which a fraction of the vehicles on each road are equipped with autonomous capabiliti…
Latency Analysis of Coded Computation Schemes over Wireless Networks
Amirhossein Reisizadeh, Ramtin Pedarsani
Large-scale distributed computing systems face two major bottlenecks that limit their scalability: straggler delay caused by the variability of computation times at different worke…
Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes
Dong Yin, Ramtin Pedarsani, Yudong Chen +1
In this paper, we consider the mixture of sparse linear regressions model. Let be unknown sparse parameter vectors with a total of $ K…
Coded Computation over Heterogeneous Clusters
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani +1
In large-scale distributed computing clusters, such as Amazon EC2, there are several types of "system noise" that can result in major degradation of performance: bottlenecks due to…