2 papers
cs.DC2023
DPA Load Balancer: Load balancing for Data Parallel Actor-based systems
Ziheng Wang, Atem Aguer, Amir Ziai
In this project we explore ways to dynamically load balance actors in a streaming framework. This is used to address input data skew that might lead to stragglers. We continuously…
cs.LG2023
Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems
Pedro Reviriego, Ziheng Wang, Alvaro Alonso +4
The complexity of Machine Learning (ML) systems increases each year, with current implementations of large language models or text-to-image generators having billions of parameters…