Author-Miladabdullah on D3S https://d3s.mff.cuni.cz/tags/author-miladabdullah/ Recent content in Author-Miladabdullah on D3S Hugo en A Combined Approach to Performance Regression Testing Resource Usage Reduction https://d3s.mff.cuni.cz/publications/abdullah_combined_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_combined_2025/ A Model-Based Approach to Experiment-Driven Evolution of ML Workflows: https://d3s.mff.cuni.cz/publications/hnetynka_modelbased_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/hnetynka_modelbased_2025/ Controlling Automatic Experiment-Driven Systems Using Statistics and Machine Learning https://d3s.mff.cuni.cz/publications/batista_controlling_2023/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/batista_controlling_2023/ Early Stopping of Non-productive Performance Testing Experiments Using Measurement Mutations https://d3s.mff.cuni.cz/publications/abdullah_early_2023/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_early_2023/ 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/ ExpEngine: A Tool for Data Analytics Workflow Optimization Through User-Driven Experimentation https://d3s.mff.cuni.cz/publications/rajenthiram_expengine_2024/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/rajenthiram_expengine_2024/ 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/ 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/ Reducing Experiment Costs in Automated Software Performance Regression Detection https://d3s.mff.cuni.cz/publications/abdullah_reducing_2022/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_reducing_2022/ 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/ Temporal Harmonization of Heterogeneous Software Logs: A Unified Model for Time-Series Analysis https://d3s.mff.cuni.cz/publications/abdullah_temporal_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_temporal_2025/ Time Series Modelling and Simulating the Lockdown Scenarios of COVID-19 in Kurdistan Region of Iraq https://d3s.mff.cuni.cz/publications/abdullah_time_2021/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/abdullah_time_2021/ Towards Continuous Experiment-Driven MLOps https://d3s.mff.cuni.cz/publications/rajenthiram_towards_2025/ Mon, 01 Jan 0001 00:00:00 +0000 https://d3s.mff.cuni.cz/publications/rajenthiram_towards_2025/