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07/17/2023
Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors
Deep recommendation systems (DRS) heavily depend on specialized HPC hard...
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12/07/2022
Assessing and Analyzing the Resilience of Graph Neural Networks Against Hardware Faults
Graph neural networks (GNNs) have recently emerged as a promising learni...
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03/16/2022
Detecting silent data corruptions in the wild
Silent Errors within hardware devices occur when an internal defect mani...
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02/22/2021
Silent Data Corruptions at Scale
Silent Data Corruption (SDC) can have negative impact on large-scale inf...
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11/01/2019
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment
Root cause analysis in a large-scale production environment is challengi...
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11/01/2019