In this article, we examine the technical challenges of restoring large language model-based systems after infrastructure-level outages, focusing on issues such as hardware–software compatibility, data transfer constraints, and the loss of optimizer and inference state.
Sudden Disruptions of Large Language Model-Based Systems: Lessons Learned / M. Anisetti, C.A.. - In: COMPUTER. - ISSN 0018-9162. - 59:7(2026 Jul), pp. 128-131. [10.1109/mc.2026.3682085]
Sudden Disruptions of Large Language Model-Based Systems: Lessons Learned
M. Anisetti
Primo
;C. ArdagnaSecondo
;E. Damiani;
2026
Abstract
In this article, we examine the technical challenges of restoring large language model-based systems after infrastructure-level outages, focusing on issues such as hardware–software compatibility, data transfer constraints, and the loss of optimizer and inference state.
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