Fan Fred Lin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
6
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | DSN | Large-Scale AI Infra Reliability: Challenges, Strategies, and Llama 3 Training Experience. | Xun Jiao, Abhinav Pandey, Karthik Pattabiraman, Fan Fred Lin |
| 2025 | ISSRE | Understanding Recommendation System Robustness Against Silent Data Corruption: An Empirical Study. | Dongning Ma, Xun Jiao, Fan Fred Lin, Daniel Moore, Sriram Sankar |
| 2025 | ITC | CP-Bench: A PyTorch Test Suite to Detect AI Hardware Failure, Performance Degradation, and Silent Data Corruption. | Xun Jiao, Sunny Yang, Suman Gumudavelli, Shreya Varshini, Abhinav Pandey, Abhinav Jauhri, Francesco Caggioni, Gautham Vunnam, Harish Dattatraya Dixit, Jason Liang, Philip Henzler, Sameeksha Gupta, Tyler Graf, Venkat Ramesh, Fan Fred Lin |
| 2024 | ASPLOS | Dr. DNA: Combating Silent Data Corruptions in Deep Learning using Distribution of Neuron Activations. | Dongning Ma, Fan Fred Lin, Alban Desmaison, Joel Coburn, Daniel Moore, Sriram Sankar, Xun Jiao |
| 2023 | RTSS | Brief Industry Paper: Evaluating Robustness of Deep Learning-Based Recommendation Systems Against Hardware Errors: A Case Study. | Xun Jiao, Fan Fred Lin, Matt Xiao, Alban Desmaison, Daniel Moore, Sriram Sankar |
| 2021 | DSN | Near-Realtime Server Reboot Monitoring and Root Cause Analysis in a Large-Scale System. | Fan Fred Lin, Bhargav Bolla, Eric Pinkham, Neil Kodner, Daniel Moore, Amol Desai, Sriram Sankar |
| 2020 | DSN | Predicting Remediations for Hardware Failures in Large-Scale Datacenters. | Fan Fred Lin, Antonio Davoli, Imran Akbar, Sukumar Kalmanje, Leandro Silva, John Stamford, Yanai Golany, Jim Piazza, Sriram Sankar |
| 2020 | SIGMETRICS | Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment. | Fan Fred Lin, Keyur Muzumdar, Nikolay Pavlovich Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar |
| 2018 | DSN | Hardware Remediation at Scale. | Fan Fred Lin, Matt Beadon, Harish Dattatraya Dixit, Gautham Vunnam, Amol Desai, Sriram Sankar |