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All Journal International Journal of Literature and Language Studies
Mardankulova Madinaxon Anvarjon qizi
Kokand State University, doctoral researcher
Languange, Linguistic, Communication & Media

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AN ADAPTIVE CONTROL MODEL FOR LARGE-SCALE GRAPHICAL DATA PROCESSING ON MOBILE DEVICES Mardankulova Madinaxon Anvarjon qizi
International Journal of Literature and Language Studies Vol. 5 No. 6 (2026): International Journal of Literature and Language Studies
Publisher : International Journal of Literature and Language Studies

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Abstract

This paper proposes an adaptive integrated control model addressing the key deficiency identified in existing solutions for large-scale graphical data processing on mobile devices — namely, the problem of static and isolated resource management. The proposed model formally defines the graphical data flow as a mathematical construct and dynamically adapts rendering parameters based on the real-time device state (GPU load, memory bandwidth, temperature, battery level). The mathematical formulation, optimization function, and theoretical efficiency analysis are presented, along with a comparative evaluation against existing approaches.
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