AI-Powered Prediction Prevents Memory Errors: Insights from IEEE RAS Data Center Summit

At the inaugural IEEE RAS in Data Center Summit (June 11‑12, California), ByteDance’s STE team presented two papers—one on AI‑guided, prediction‑based memory error prevention and another on building high‑reliability AI server head nodes—detailing challenges, solutions, and future directions for data‑center RAS.

Memory ErrorsRASReliability

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AI-Powered Prediction Prevents Memory Errors: Insights from IEEE RAS Data Center Summit

ByteDance Terminal Technology

Apr 10, 2023 · Information Security

GWP‑ASan Based Heap Memory Error Detection and Debugging on Windows

This article explains how GWP‑ASan, a low‑overhead sampling memory‑sanitizer developed by Google, can be integrated on Windows to detect heap errors such as use‑after‑free, buffer‑underflow, buffer‑overflow and double‑free, describes its monitoring principles, hook implementation, crash‑report augmentation, and presents real‑world case studies and remediation strategies.

Gwp-ASanHeap DebuggingMemory Errors

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GWP‑ASan Based Heap Memory Error Detection and Debugging on Windows

Baidu Intelligent Testing

May 12, 2016 · Fundamentals

Analysis of Common Causes and Debugging Methods for C/C++ Core Dumps

This article classifies the typical reasons why C/C++ programs generate core dumps, explains how to use gdb and other techniques to locate the faults, and provides concrete case studies covering error handling, multithreading issues, and third‑party library pitfalls.

Memory Errorsc++core dump

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Analysis of Common Causes and Debugging Methods for C/C++ Core Dumps