61 citations · 471 across the 71 of their papers we have counts for
3 papers · 2 filters
Design and Experimental Evaluation of Algorithms for Optimizing the Throughput of Dispersed Computing
Xiangchen Zhao, Diyi Hu, Bhaskar Krishnamachari
With growing deployment of Internet of Things (IoT) and machine learning (ML) applications, which need to leverage computation on edge and cloud resources, it is important to devel…
GCNScheduler: Scheduling Distributed Computing Applications using Graph Convolutional Networks
Mehrdad Kiamari, Bhaskar Krishnamachari
We consider the classical problem of scheduling task graphs corresponding to complex applications on distributed computing systems. A number of heuristics have been previously prop…
Bottleneck Time Minimization for Distributed Iterative Processes: Speeding Up Gossip-Based Federated Learning on Networked Computers
Mehrdad Kiamari, Bhaskar Krishnamachari
We present a novel task scheduling scheme for accelerating computational applications involving distributed iterative processes that are executed on networked computing resources.…