Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance.

Cong Xie Sanmi Koyejo Indranil Gupta

Published in: ICML (2019)

Keyphrases

fault tolerance
fault tolerant
distributed systems
stochastic gradient descent
distributed computing
peer to peer
mobile agents

group communication
single point of failure
database replication
fault management
load balancing
response time

step size
replicated databases
loss function
matrix factorization
least squares
failure recovery

text categorization
random forests
multiple kernel learning
data streams
training data
data sets