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Author

G. Balakayeva

2 papers indexed here

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Open access Oct 2026

Checkpointing for scalable crash-tolerance in the context of enterprise digitalization systems

This paper presents a scalable fault-tolerant framework for enterprise digitalization systems using optimized checkpointing and rollback-recovery mechanisms. The study introduces a novel mathematical model to determine optimal checkpointing intervals, minimizing performance overhead while ensuring rapid recovery from f...

G. Balakayeva, P. Ezhilchelvan, M. Zhanuzakov · 0 citations
Open access Sep 2026

SPATIOTEMPORAL GRAPH PHYSICS-INFORMED NEURAL NETWORKS FOR DATA CENTER THERMAL MODELING

Accurate thermal modeling is the precondition for improving energy efficiency and operational reliability of data centers (DCs). However, airflow circulation and workloads cause the temperature field of DCs to exhibit complex spatiotemporal variations. Conventional data-driven models formulate temperature prediction as...

Shang-Peng Lei, G. Balakayeva · 0 citations

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