Project 2 - Learning-based Coded Computation

Individual Research Project:

  1. Investigated the challenges of performing coded computation for general non-linear functions, to impart resilience against slowdowns and failures in distributed computing systems

  2. Implemented a strategy to increase the accuracy of existing learning-based coded computation framework from 80% to 92% on average, and solved the problem of accuracy decrease after increasing the computation copies

Ziyi Zhou
Ziyi Zhou
Research Engineer

Research Engineer | Samsung Research America (SRA)