Cover Image

The Anatomy of Silent Data Corruption: GPU Error Pattern Study and Modeling Guidance

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tung, Chung-Hsuan, Huang, Yanxiang, Saxena, Nirmal, Shirvani, Philip, Hukerikar, Saurabh, Jain, Twinkle, Tyagi, Abhishek, Gongalore, Sanjay
Format:	Preprint
Published:	2026
Subjects:	Hardware Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLM-PRISM: Characterizing Silent Data Corruption from Permanent GPU Faults in LLM Training
by: Tyagi, Abhishek, et al.
Published: (2026)

On the Vulnerability of FHE Computation to Silent Data Corruption
by: Mu, Jianan, et al.
Published: (2026)

ITHICA: Intra-Thread Instruction Checking Approach for Defect-Induced Silent Data Corruptions
by: Vavelidou, Ioanna, et al.
Published: (2026)

Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator
by: Tyagi, Abhishek, et al.
Published: (2024)

Towards Performance-Aware Allocation for Accelerated Machine Learning on GPU-SSD Systems
by: Gundawar, Ayush, et al.
Published: (2024)

Assessing the Performance of Stateful Logic in 1-Selector-1-RRAM Crossbar Arrays
by: Tyagi, Arjun, et al.
Published: (2024)

Hardware vs. Software Implementation of Warp-Level Features in Vortex RISC-V GPU
by: Pu, Huanzhi, et al.
Published: (2025)

CXL-GPU: Pushing GPU Memory Boundaries with the Integration of CXL Technologies
by: Gouk, Donghyun, et al.
Published: (2025)

ImPress: Securing DRAM Against Data-Disturbance Errors via Implicit Row-Press Mitigation
by: Qureshi, Moinuddin, et al.
Published: (2024)

Analyzing Modern NVIDIA GPU cores
by: Huerta, Rodrigo, et al.
Published: (2025)

Silent Data Corruption by 10x Test Escapes Threatens Reliable Computing
by: Mitra, Subhasish, et al.
Published: (2025)

RoboGPU: Accelerating GPU Collision Detection for Robotics
by: Liu, Lufei, et al.
Published: (2026)

Design of a GPU with Heterogeneous Cores for Graphics
by: Tomás, Aurora, et al.
Published: (2026)

Benchmarking and Dissecting the Nvidia Hopper GPU Architecture
by: Luo, Weile, et al.
Published: (2024)

COOK Access Control on an embedded Volta GPU
by: Lesage, Benjamin, et al.
Published: (2024)

Multiport Support for Vortex OpenGPU Memory Hierarchy
by: Shin, Injae, et al.
Published: (2025)

CuLifter: Lifting GPU Binaries to Typed IR
by: Zhao, Jisheng, et al.
Published: (2026)

Block-SSD: A New Block-Based Blocking SSD Architecture
by: Wong, Ryan, et al.
Published: (2024)

Thermal Analysis for NVIDIA GTX480 Fermi GPU Architecture
by: Nagendra, Savinay
Published: (2024)

CMD: A Cache-assisted GPU Memory Deduplication Architecture
by: Zhao, Wei, et al.
Published: (2024)

GAP-LA: GPU-Accelerated Performance-Driven Layer Assignment
by: Zhao, Chunyuan, et al.
Published: (2025)

HCiM: ADC-Less Hybrid Analog-Digital Compute in Memory Accelerator for Deep Learning Workloads
by: Negi, Shubham, et al.
Published: (2024)

Empirical Measurements of AI Training Power Demand on a GPU-Accelerated Node
by: Latif, Imran, et al.
Published: (2024)

EnergAIzer: Fast and Accurate GPU Power Estimation Framework for AI Workloads
by: Lee, Kyungmi, et al.
Published: (2026)

Edge GPU Aware Multiple AI Model Pipeline for Accelerated MRI Reconstruction and Analysis
by: Majeed, Ashiyana Abdul, et al.
Published: (2025)

TLX: Hardware-Native, Evolvable MIMW GPU Compiler for Large-scale Production Environments
by: Guan, Yue, et al.
Published: (2026)

GPU-Accelerated Simulated Oscillator Ising/Potts Machine Solving Combinatorial Optimization Problems
by: Gonul, Yilmaz Ege, et al.
Published: (2025)

Anatomy of the gem5 Simulator: AtomicSimpleCPU, TimingSimpleCPU, O3CPU, and Their Interaction with the Ruby Memory System
by: Söderström, Johan, et al.
Published: (2025)

Gaze into the Pattern: Characterizing Spatial Patterns with Internal Temporal Correlations for Hardware Prefetching
by: Chen, Zixiao, et al.
Published: (2024)

Evaluation of GPU Video Encoder for Low-Latency Real-Time 4K UHD Encoding
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)

HERO-Sign: Hierarchical Tuning and Efficient Compiler-Time GPU Optimizations for SPHINCS+ Signature Generation
by: Zhou, Yaoyun, et al.
Published: (2025)

Predictive Software Scheduling as an Early-Warning Hint Layer for Optical Engine Thermal Drift in Heterogeneous SoIC Packaging
by: Chung, Chi Fei
Published: (2026)

Error Checking for Sparse Systolic Tensor Arrays
by: Peltekis, Christodoulos, et al.
Published: (2024)

Towards Error Correction for Computing in Racetrack Memory
by: Brazzle, Preston, et al.
Published: (2024)

e-GPU: An Open-Source and Configurable RISC-V Graphic Processing Unit for TinyAI Applications
by: Machetti, Simone, et al.
Published: (2025)

A Comparison of the Cerebras Wafer-Scale Integration Technology with Nvidia GPU-based Systems for Artificial Intelligence
by: Kundu, Yudhishthira, et al.
Published: (2025)

PIVOT- Input-aware Path Selection for Energy-efficient ViT Inference
by: Moitra, Abhishek, et al.
Published: (2024)

An Irredundant and Compressed Data Layout to Optimize Bandwidth Utilization of FPGA Accelerators
by: Ferry, Corentin, et al.
Published: (2024)

Designing Approximate Arithmetic Circuits with Combined Error Constraints
by: Češka, Milan, et al.
Published: (2022)

Error Detection and Correction Codes for Safe In-Memory Computations
by: Parrini, Luca, et al.
Published: (2024)