354 citations · 693 across the 36 of their papers we have counts for
3 papers · 1 filter
A Unified Coding Framework for Distributed Computing with Straggling Servers
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We propose a unified coded framework for distributed computing with straggling servers, by introducing a tradeoff between "latency of computation" and "load of communication" for s…
A Scalable Framework for Wireless Distributed Computing
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali +1
We consider a wireless distributed computing system, in which multiple mobile users, connected wirelessly through an access point, collaborate to perform a computation task. In par…
A Fundamental Tradeoff between Computation and Communication in Distributed Computing
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu +1
How can we optimally trade extra computing power to reduce the communication load in distributed computing? We answer this question by characterizing a fundamental tradeoff between…