{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T15:30:59Z","timestamp":1773588659483,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":54,"publisher":"ACM","funder":[{"name":"Open Compute Project","award":["N&#x5c;&#x2f;A"],"award-info":[{"award-number":["N&#x5c;&#x2f;A"]}]},{"name":"Alfred P. Sloan Foundation","award":["Faculty Fellowship"],"award-info":[{"award-number":["Faculty Fellowship"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,3,22]]},"DOI":"10.1145\/3779212.3790217","type":"proceedings-article","created":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T13:55:26Z","timestamp":1773150926000},"page":"1711-1726","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["SEVI: Silent Data Corruption of Vector Instructions in Hyper-Scale Datacenters"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-5781-9164","authenticated-orcid":false,"given":"Yixuan","family":"Mei","sequence":"first","affiliation":[{"name":"Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2235-5821","authenticated-orcid":false,"given":"Shreya","family":"Varshini","sequence":"additional","affiliation":[{"name":"Meta Platforms Inc., Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1163-5568","authenticated-orcid":false,"given":"Harish","family":"Dixit","sequence":"additional","affiliation":[{"name":"Meta Platforms Inc., Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4581-8371","authenticated-orcid":false,"given":"Sriram","family":"Sankar","sequence":"additional","affiliation":[{"name":"Meta Platforms Inc., Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2227-7460","authenticated-orcid":false,"given":"K. V.","family":"Rashmi","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,3,22]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation","author":"Abadi Mart\u00edn","year":"2016","unstructured":"Mart\u00edn Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: a system for large-scale machine learning. In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation (Savannah, GA, USA) (OSDI'16). USENIX Association, USA, 265\u2013283."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3308391"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"E. Anderson Z. Bai C. Bischof L. S. Blackford J. Demmel Jack J. Dongarra J. Du Croz S. Hammarling A. Greenbaum A. McKenney and D. Sorensen. 1999. LAPACK Users' guide (third ed.). Society for Industrial and Applied Mathematics USA.","DOI":"10.1137\/1.9780898719604"},{"key":"e_1_3_2_1_4_1","volume-title":"International Test Conference Silicon Lifecycle Management Workshop. IEEE, USA, 1-36","author":"Bonderson Rich","year":"2021","unstructured":"Rich Bonderson. 2021. Training in turmoil: Silent data corruption in systems at scale. In International Test Conference Silicon Lifecycle Management Workshop. IEEE, USA, 1-36."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2008.12.002"},{"key":"e_1_3_2_1_6_1","volume-title":"Chris Leary, Dougal Maclaurin, George Necula, Adam Paszke, Jake VanderPlas, Skye Wanderman-Milne, and Qiao Zhang.","author":"Bradbury James","year":"2018","unstructured":"James Bradbury, Roy Frostig, Peter Hawkins, Matthew James Johnson, Chris Leary, Dougal Maclaurin, George Necula, Adam Paszke, Jake VanderPlas, Skye Wanderman-Milne, and Qiao Zhang. 2018. JAX: composable transformations of PythonNumPy programs. http:\/\/github.com\/jax-ml\/jax"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2014.48"},{"key":"e_1_3_2_1_8_1","volume-title":"2025 IEEE International Symposium on High-Performance Computer Architecture. IEEE, USA, 1-14","author":"Chatzopoulos Odysseas","year":"2025","unstructured":"Odysseas Chatzopoulos, Nikos Karystinos, George Papadimitriou, Dimitris Gizopoulos, Harish Dattatraya Dixit, and Sriram Sankar. 2025. Veritas \u2013 Demystifying Silent Data Corruptions: \u03bcArch-Level Modeling and Fleet Data of Modern x86 CPUs. In 2025 IEEE International Symposium on High-Performance Computer Architecture. IEEE, USA, 1-14."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2008.58"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/MDAT.2024.3483028"},{"key":"e_1_3_2_1_11_1","unstructured":"Harish Dattatraya Dixit Laura Boyle Gautham Vunnam Sneha Pendharkar Matt Beadon and Sriram Sankar. 2022. Detecting silent data corruptions in the wild. arXiv:2203.08989 [cs.AR] https:\/\/arxiv.org\/abs\/2203.08989"},{"key":"e_1_3_2_1_12_1","unstructured":"Harish Dattatraya Dixit Sneha Pendharkar Matt Beadon Chris Mason Tejasvi Chakravarthy Bharath Muthiah and Sriram Sankar. 2021. Silent Data Corruptions at Scale. arXiv:2102.11245 [cs.AR] https:\/\/arxiv.org\/abs\/2102.11245"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-20943-2_1"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-14070-0_6"},{"key":"e_1_3_2_1_15_1","unstructured":"ggml-org. 2023. llama.cpp. https:\/\/github.com\/ggml-org\/llama.cpp GitHub repository."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ETS61313.2024.10567770"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITNG.2014.33"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209950.3209957"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2021.3063083"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2649-2"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00033"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3579371.3589105"},{"key":"e_1_3_2_1_23_1","volume-title":"Understanding Permanent Hardware Failures in Deep Learning Training Accelerator Systems. In 2023 IEEE European Test Symposium (ETS). IEEE, USA, 1-6.","author":"He Yi","year":"2023","unstructured":"Yi He and Yanjing Li. 2023. Understanding Permanent Hardware Failures in Deep Learning Training Accelerator Systems. In 2023 IEEE European Test Symposium (ETS). IEEE, USA, 1-6."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3458336.3465297"},{"key":"e_1_3_2_1_25_1","volume-title":"Algorithm-based fault tolerance for matrix operations","author":"Huang Kuang-Hua","year":"1984","unstructured":"Kuang-Hua Huang and Jacob A Abraham. 1984. Algorithm-based fault tolerance for matrix operations. IEEE transactions on computers, Vol. 100, 6 (1984), 518-528."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2003.1183526"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA59077.2024.00045"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2020.3010743"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3458817.3476184"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2882925"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2203"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356195"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.2994954"},{"key":"e_1_3_2_1_34_1","unstructured":"Jeffrey Ma Hengzhi Pei Leonard Lausen and George Karypis. 2025. Understanding Silent Data Corruption in LLM Training. arXiv:2502.12340 [cs.LG] https:\/\/arxiv.org\/abs\/2502.12340"},{"key":"e_1_3_2_1_35_1","unstructured":"Open Compute Project. 2024. Computing's Hidden Menace: The OCP Takes Action Against Silent Data Corruption (SDC). hrefhttps:\/\/www.opencompute.org\/blog\/computings-hidden-menace-the-ocp-takes-action-against-silent-data-corruption-sdchttps:\/\/www.opencompute.org\/blog\/computings-hidden-menace-the-ocp-takes-action-against-silent-data-corruption-sdc."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ATS47505.2019.000-8"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2023.3285094"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/IOLTS59296.2023.10224870"},{"key":"e_1_3_2_1_39_1","first-page":"1","article-title":"PyTorch: an imperative style, high-performance deep learning library. Curran Associates Inc., Red Hook","author":"Paszke Adam","year":"2019","unstructured":"Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas K\u00f6pf, Edward Yang, Zach DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala. 2019. PyTorch: an imperative style, high-performance deep learning library. Curran Associates Inc., Red Hook, NY, USA, 1-12.","journal-title":"NY, USA"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2005.94"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72079-9_9"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1134\/S1995080219050196"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007559022013"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.14778\/2809974.2809983"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781119426479"},{"key":"e_1_3_2_1_46_1","volume-title":"Chaoqun Liu, and Yao Tao.","author":"Tu Jiyuan","year":"2023","unstructured":"Jiyuan Tu, Guan Heng Yeoh, Chaoqun Liu, and Yao Tao. 2023. Computational fluid dynamics: a practical approach. Elsevier, The Netherlands."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3600006.3613149"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3690825"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/2907294.2907315"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3710848.3710853"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2017.1390118"},{"key":"e_1_3_2_1_52_1","first-page":"61","article-title":"F_Radish","volume":"10","author":"Yang Na","year":"2020","unstructured":"Na Yang and Yun Wang. 2020. F_Radish: Enhancing Silent Data Corruption Detection for Aerospace-Based Computing. Electronics, Vol. 10, 1 (2020), 61.","journal-title":"Enhancing Silent Data Corruption Detection for Aerospace-Based Computing. Electronics"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/1785481.1785558"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.022"}],"event":{"name":"ASPLOS '26: 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems","location":"Pittsburgh PA USA","sponsor":["SIGOPS ACM Special Interest Group on Operating Systems","SIGPLAN ACM Special Interest Group on Programming Languages","SIGARCH ACM Special Interest Group on Computer Architecture","SIGBED ACM Special Interest Group on Embedded Systems"]},"container-title":["Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2"],"original-title":[],"deposited":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T14:02:39Z","timestamp":1773583359000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3779212.3790217"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,22]]},"references-count":54,"alternative-id":["10.1145\/3779212.3790217","10.1145\/3779212"],"URL":"https:\/\/doi.org\/10.1145\/3779212.3790217","relation":{},"subject":[],"published":{"date-parts":[[2026,3,22]]},"assertion":[{"value":"2026-03-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}