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Author

A. Beresnev

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Conference Sep 2026

Adaptive Control of Merkle Epoch Commitment for Ensuring Telemetry Integrity in Industrial IoT Systems

Protecting telemetry in Industrial Internet of Things systems requires reliable data aggregation at gateway nodes. Merkle trees provide a compact mechanism for verifying the inclusion of events in a dataset. However, a static epoch size is poorly suited to variable workloads: large epochs increase external commitment l...

Ilya Belokobylsky, A. Kharitonov, A. Beresnev · 0 citations
Open access Aug 2026

RAG construction method for heterogeneous graph-hierarchical text corpus analysis

A fragment retrieval method for document corpora in which the meaning of a fragment is determined by its local content, position in the document hierarchy and links to other fragments, based on a joint representation of the corpus as a tree of structural units and a directed link graph.

M. Ulizko, A. Beresnev, V. V. Zhukov et al. · 0 citations

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