An adaptive inference model in mobile systems

• Date: 2026
• Main Authors: Haidukevych, Y.O., Doroshenko, A.Yu.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2026
• Subjects: adaptive inference; hybrid computing; mobile forecasting systems; on-device machine learning; network request optimization; UDC 004.4'24
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/873
• Journal Title: Problems in programming

The paper proposes and investigates a new model of adaptive distribution of the inference process (application of an ML model to obtain a prediction) between local and server-side computations for mobile intelligent forecasting systems. The goal of the proposed model is to overcome the fundamental c...