The classical working set (WS) model limits thrashing by keeping in memory all pages referenced within a fixed window delta. However, a constant delta cannot adapt to changing locality across execution phases, leading to either inefficient memory utilization or increased page faults. This paper treats delta as a contro...
Aigul Tungatarova, A. Murzakhmetov, G. Borankulova et al.· Bulletin of Electrical Engin...· 0 citations
Introduction Matching short, specialized skill expressions across English, Russian, and Kazakh is challenging because general-domain multilingual encoders underperform on terse, code-mixed, domain-specific phrases, particularly in the low-resource Kazakh setting. Methods We fine-tuned a multilingual Sentence Transforme...
S. Serikbayeva, M. Sambetbayeva, V. Ramazanova et al.· Frontiers in Big Data· 0 citations
The article presents the development of an integration model based on knowledge graphs and machine learning methods for analyzing relationships between educational programs, labor market requirements, and online courses (MOOCs). The relevance of the study is driven by rapid changes in the information technology sector,...
K. S. Serikbayeva, V. Ramazanova, M. Sambetbayeva et al.· Herald of Kazakh-British tec...· 0 citations
This paper addresses the placement of concepts that are absent from the target ontology—the out-of-knowledge-base setting—in which a textual mention must be assigned one or more insertion positions in the subsumption hierarchy rather than linked to an existing node.
Zhanna B. Sadirmekova, M. Sambetbayeva, B. Abdygalym et al.· Information· 0 citations
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