Author-Michaltopfer on D3S https://d3s.mff.cuni.cz/tags/author-michaltopfer/ Recent content in Author-Michaltopfer on D3S Hugo en Component-based Development for the Era of AI Coding Agents https://d3s.mff.cuni.cz/publications/bures_componentbased_report_2026/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/bures_componentbased_report_2026/ Ensemble-Based Modeling Abstractions for Modern Self-optimizing Systems https://d3s.mff.cuni.cz/publications/topfer_ensemblebased_2022/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_ensemblebased_2022/ How Well Do LLMs Understand DEECo Ensemble-based Component Architectures https://d3s.mff.cuni.cz/publications/topfer_how_2024/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_how_2024/ Interpreting Workflow Architectures by LLMs: https://d3s.mff.cuni.cz/publications/topfer_interpreting_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_interpreting_2025/ Introducing Estimators—Abstraction for Easy ML Employment in Self-adaptive Architectures https://d3s.mff.cuni.cz/publications/abdullah_introducing_2023/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_introducing_2023/ IVIS: Highly customizable framework for visualization and processing of IoT data https://d3s.mff.cuni.cz/publications/bulej_ivis_2020/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/bulej_ivis_2020/ Machine-learning abstractions for component-based self-optimizing systems https://d3s.mff.cuni.cz/publications/topfer_machinelearning_2023/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_machinelearning_2023/ ML-DEECo: a Machine-Learning-Enabled Framework for Self-organizing Components https://d3s.mff.cuni.cz/publications/topfer_mldeeco_2022/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_mldeeco_2022/ Modeling Machine Learning Concerns in Collective Adaptive Systems: https://d3s.mff.cuni.cz/publications/hnetynka_modeling_2023/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/hnetynka_modeling_2023/ Online ML Self-adaptation in Face of Traps https://d3s.mff.cuni.cz/publications/topfer_online_2023/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_online_2023/ Robin: A Systematic Literature Mapping Management Tool https://d3s.mff.cuni.cz/publications/abdullah_robin_2024/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_robin_2024/ Tutoring LLM into a Better CUDA Optimizer https://d3s.mff.cuni.cz/publications/brabec_tutoring_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/brabec_tutoring_2025/ Understanding ensemble-based component architectures by LLMs https://d3s.mff.cuni.cz/publications/topfer_understanding_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/topfer_understanding_2025/