3 citations · 5 across the 3 of their papers we have counts for
4 papers
The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems
Lei Zhang, Vaastav Anand, Zhiqiang Xie +2
Today's distributed tracing frameworks are ill-equipped to troubleshoot rare edge-case requests. The crux of the problem is a trade-off between specificity and overhead. On the one…
Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
Arpan Gujarati, Reza Karimi, Safya Alzayat +4
Machine learning inference is becoming a core building block for interactive web applications. As a result, the underlying model serving systems on which these applications depend…
Aggressive, Repetitive, Intentional, Visible, and Imbalanced: Refining Representations for Cyberbullying Classification
Caleb Ziems, Ymir Vigfusson, Fred Morstatter
Cyberbullying is a pervasive problem in online communities. To identify cyberbullying cases in large-scale social networks, content moderators depend on machine learning classifier…
MITHRIL: Mining Sporadic Associations for Cache Prefetching
Juncheng Yang, Reza Karimi, Trausti Sæmundsson +2
The growing pressure on cloud application scalability has accentuated storage performance as a critical bottle- neck. Although cache replacement algorithms have been extensively st…