LEGALITY-AWARE PLACEMENT OF RECOMMENDER PIPELINES UNDER LAW No. ZRU-547 "ON PERSONAL DATA"

Article 271 of Law No. ZRU-547 constrains where each stage of a recommender pipeline may execute; since March 2026 it depends on the data category. We make that category an input of an optimisation problem: each stage receives a class ρ∈{OPEN,CONDITIONAL,LOCAL}, the law becomes a legality mask, and placement becomes a constrained shortest-path problem solved by dynamic programming in O(N|L|^2 ) time. On an eight-stage example, strict localization raises the flow cost by 87.3%, the 2026 conditional regime by 70.6%, and the all-on-premises plan costs 18.6% more than the optimum; lawful export stops paying at 2.25 times the baseline price.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-03
DOI
https://doi.org/10.5281/zenodo.23123381
Primary Topic
Vehicle Routing Optimization Methods
Type
article
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article

LEGALITY-AWARE PLACEMENT OF RECOMMENDER PIPELINES UNDER LAW No. ZRU-547 "ON PERSONAL DATA"

Sukhrobjon Abdullaev, Qobilov Sirojiddin
Zenodo (CERN European Organization for Nuclear Research)
Vehicle Routing Optimization Methods
article

LEGALITY-AWARE PLACEMENT OF RECOMMENDER PIPELINES UNDER LAW No. ZRU-547 "ON PERSONAL DATA"

Sukhrobjon Abdullaev, Qobilov Sirojiddin
article en

Abstract

Article 271 of Law No. ZRU-547 constrains where each stage of a recommender pipeline may execute; since March 2026 it depends on the data category. We make that category an input of an optimisation problem: each stage receives a class ρ∈{OPEN,CONDITIONAL,LOCAL}, the law becomes a legality mask, and placement becomes a constrained shortest-path problem solved by dynamic programming in O(N|L|^2 ) time. On an eight-stage example, strict localization raises the flow cost by 87.3%, the 2026 conditional regime by 70.6%, and the all-on-premises plan costs 18.6% more than the optimum; lawful export stops paying at 2.25 times the baseline price.

Zenodo (CERN European Organization for Nuclear Research)
Tashkent University of Information Technology (UZ)
Openalex Percentile: Top 12%
Vehicle Routing Optimization Methods
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