A Visual Comparison of Silent Error Propagation

• Published in: IEEE transactions on visualization and computer graphics Vol. 30; no. 7; pp. 3268 - 3282
• Main Authors: Li, Zhimin, Menon, Harshitha, Mohror, Kathryn, Liu, Shusen, Guo, Luanzheng, Bremer, Peer-Timo, Pascucci, Valerio
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.07.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Complexity; computer science; Computing time; Data visualization; Error analysis; error propagation; Fault tolerance; Fault tolerance boundary; Fault tolerant systems; graph visualization; High performance computing; information visualization; Interactive systems; Propagation; Reliability analysis; Resilience; silent data corruption; Subject specialists; Task analysis; Time series analysis; Visualization

High-performance computing (HPC) systems play a critical role in facilitating scientific discoveries. Their scale and complexity (e.g., the number of computational units and software stack) continue to grow as new systems are expected to process increasingly more data and reduce computing time. Howe...