Houming Qiu

Approximated Coded Computing: Towards Fast, Private and Secure Distributed Machine Learning

2025 · IEEE Transactions on Emerging Topics in Computing

In a large-scale distributed machine learning system, coded computing has attracted wide-spread attention since it can effectively alleviate the impact of stragglers. However, several emerging problems greatly limit the performance of coded distributed systems. Firstly, …