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Oral
Tue Aug 30 01:00 PM -- 01:18 PM (PDT) @ Exhibit Hall A
Matchmaker: Data Drift Mitigation in Machine Learning for Large-Scale Systems
In ML for Systems
Ankur Mallick · Kevin Hsieh · Behnaz Arzani · Gauri Joshi
Oral
Tue Aug 30 01:18 PM -- 01:36 PM (PDT) @ Exhibit Hall A
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules
In ML for Systems
Xinfeng Xie · Prakash Prabhu · Ulysse Beaugnon · Mangpo Phothilimthana · Sudip Roy · Azalia Mirhoseini · Eugene Brevdo · James Laudon · Yanqi Zhou
Oral
Tue Aug 30 01:36 PM -- 01:54 PM (PDT) @ Exhibit Hall A
SLA-Driven ML INFERENCE FRAMEWORK FOR CLOUDS WITH HETEROGENEOUS ACCELERATORS
In ML for Systems
Junguk Cho · Diman Zad Tootaghaj · Lianjie Cao · Puneet Sharma
Oral
Tue Aug 30 01:54 PM -- 02:12 PM (PDT) @ Exhibit Hall A
NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction
In ML for Systems
Yi Ding · Avinash Rao · Hyebin Song · Rebecca Willett · Henry (Hank) Hoffmann