Peva Blanchard

Peva Blanchard
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Peva Blanchard

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Pub Categories

Computer Science - Distributed; Parallel; and Cluster Computing (2)
Statistics - Machine Learning (1)
Mathematics - Optimization and Control (1)
Computer Science - Neural and Evolutionary Computing (1)
Computer Science - Learning (1)

Publications Authored By Peva Blanchard

The growth of data, the need for scalability and the complexity of models used in modern machine learning calls for distributed implementations. Yet, as of today, distributed machine learning frameworks have largely ignored the possibility of arbitrary (i.e. Read More

We present the first self-stabilizing consensus and replicated state machine for asynchronous message passing systems. The scheme does not require that all participants make a certain number of steps prior to reaching a practically infinite execution where the replicated state machine exhibits the desired behavior. In other words, the system reaches a configuration from which it operates according to the specified requirements of the replicated state-machine, for a long enough execution regarding all practical considerations. Read More