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Oral
Tue Aug 30 04:00 PM -- 04:18 PM (PDT) @ Exhibit Hall A
Revelio: ML-Generated Debugging Queries for Finding Root Causes in Distributed Systems
In Testing, Debugging and Monitoring & Security
Pradeep Dogga · Karthik Narasimhan · Anirudh Sivaraman · Shiv Saini · George Varghese · Ravi Netravali
Oral
Tue Aug 30 04:18 PM -- 04:36 PM (PDT) @ Exhibit Hall A
Randomness in Neural Network Training: Characterizing the Impact of Tooling
In Testing, Debugging and Monitoring & Security
Donglin Zhuang · Xingyao Zhang · Shuaiwen Song · Sara Hooker
Oral
Tue Aug 30 04:36 PM -- 04:54 PM (PDT) @ Exhibit Hall A
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning
In Testing, Debugging and Monitoring & Security
Ningning Xie · Tamara Norman · Dominik Grewe · Dimitrios Vytiniotis
Oral
Tue Aug 30 04:54 PM -- 05:12 PM (PDT) @ Exhibit Hall A
dPRO: A Generic Performance Diagnosis and Optimization Toolkit for Expediting Distributed DNN Training
In Testing, Debugging and Monitoring & Security
Hanpeng Hu · Chenyu Jiang · Yuchen Zhong · Yanghua Peng · Chuan Wu · Yibo Zhu · Haibin Lin · Chuanxiong Guo
Oral
Tue Aug 30 05:12 PM -- 05:30 PM (PDT) @ Exhibit Hall A
A Tale of Two Models: Constructing Evasive Attacks on Edge Models
In Testing, Debugging and Monitoring & Security
Wei Hao · Aahil Awatramani · Jiayang Hu · Chengzhi Mao · Pin-Chun Chen · Eyal Cidon · Asaf Cidon · Junfeng Yang