2 papers
cs.LG2023
Sparse-SignSGD with Majority Vote for Communication-Efficient Distributed Learning
Chanho Park, Namyoon Lee
The training efficiency of complex deep learning models can be significantly improved through the use of distributed optimization. However, this process is often hindered by a larg…
cs.DB2022
Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing
Atul Sandur, ChanHo Park, Stavros Volos +2
Rapid detection and mitigation of issues that impact performance and reliability is paramount for large-scale online services. For real-time detection of such issues, datacenter op…