Publications (16)
Coded State Machine -- Scaling State Machine Execution under Byzantine Faults
Songze Li, Saeid Sahraei, Mingchao Yu +3
A Fundamental Tradeoff between Computation and Communication in Distributed Computing
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu +1
Coded TeraSort
Songze Li, Sucha Supittayapornpong, Mohammad Ali Maddah-Ali +1
GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training
Mingchao Yu, Zhifeng Lin, Krishna Narra +6
Coded MapReduce
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
Near-Optimal Straggler Mitigation for Distributed Gradient Methods
Songze Li, Seyed Mohammadreza Mousavi Kalan, A. Salman Avestimehr +1
A Unified Coding Framework for Distributed Computing with Straggling Servers
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
Compressed Coded Distributed Computing
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
Communication-Aware Computing for Edge Processing
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding
Songze Li, Seyed Mohammadreza Mousavi Kalan, Qian Yu +2
A Scalable Framework for Wireless Distributed Computing
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali +1
How to Optimally Allocate Resources for Coded Distributed Computing?
Qian Yu, Songze Li, Mohammad Ali Maddah-Ali +1
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy
Qian Yu, Songze Li, Netanel Raviv +3
Pipe-SGD: A Decentralized Pipelined SGD Framework for Distributed Deep Net Training
Youjie Li, Mingchao Yu, Songze Li +3
Rover-to-Orbiter Communication in Mars: Taking Advantage of the Varying Topology
Songze Li, David T. H. Kao, A. Salman Avestimehr
Coding for Distributed Fog Computing
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr