31 citations · 31 across the 2 of their papers we have counts for
2 papers
cs.DC2025
Huawei Cloud Model-as-a-Service on the CloudMatrix384 SuperPod
Ao Xiao, Bangzheng He, Baoquan Zhang +125
Scaled-out MoE LLMs and scaled-up SuperPods create new systems challenges for production Model-as-a-Service (MaaS), requiring disaggregation, low-latency communication, and decentr…
cs.DC2022★ 31 cited
LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications
Jinhan Xin, Kai Hwang, Zhibin Yu
Spark SQL has been widely deployed in industry but it is challenging to tune its performance. Recent studies try to employ machine learning (ML) to solve this problem, but suffer f…