A Descriptive Performance Model of a Load Balancing Single System Image. - Bestoun S. Ahmed; Khairulmizam Samsudin; Abdul Rahman Ramli; ShahNor Basri (Asia International Conference on Modelling and Simulation, 2008)

Toward Descriptive Performance Model for OpenMosix Cluster. - Bestoun S. Ahmed; Khairulmizam Samsudin; Abdul Rahman Ramli; ShahNor Basri (CSICC, 2008)

A variable strength interaction test suites generation strategy using Particle Swarm Optimization. - Bestoun S. Ahmed; Kamal Zuhairi Zamli (J. Syst. Softw., 2011)

Application of Particle Swarm Optimization to uniform and variable strength covering array construction. - Bestoun S. Ahmed; Kamal Zuhairi Zamli; Chee Peng Lim (Appl. Soft Comput., 2012)

An efficient strategy for covering array construction with fuzzy logic-based adaptive swarm optimization for software testing use. - Thair Mahmoud; Bestoun S. Ahmed (Expert Syst. Appl., 2015)

Achievement of minimized combinatorial test suite for configuration-aware software functional testing using the Cuckoo Search algorithm. - Bestoun S. Ahmed; Taib Sh. Abdulsamad; Moayad Y. Potrus (Inf. Softw. Technol., 2015)

On the Effectiveness of Combinatorial Interaction Testing: A Case Study. - Miroslav Bures; Bestoun S. Ahmed (QRS Companion, 2017)

Constrained Interaction Testing: A Systematic Literature Study. - Bestoun S. Ahmed; Kamal Z. Zamli; Wasif Afzal; Miroslav Bures (IEEE Access, 2017)

Supplementary Material for the Information Sciences Paper: An Experimental Study of Hyper-Heuristic Selection and Acceptance Mechanism for Combinatorial t-way Test Suite Generation. - Kamal Z. Zamli; Fakhrud Din; Graham Kendall; Bestoun S. Ahmed (CoRR, 2017)

Fuzzy adaptive teaching learning-based optimization strategy for the problem of generating mixed strength t-way test suites. - Kamal Zuhairi Zamli; Fakhrud Din; Salmi Baharom; Bestoun S. Ahmed (Eng. Appl. Artif. Intell., 2017)

Handling constraints in combinatorial interaction testing in the presence of multi objective particle swarm and multithreading. - Bestoun S. Ahmed; Luca Maria Gambardella; Wasif Afzal; Kamal Z. Zamli (Inf. Softw. Technol., 2017)

An experimental study of hyper-heuristic selection and acceptance mechanism for combinatorial t-way test suite generation. - Kamal Z. Zamli; Fakhrud Din; Graham Kendall; Bestoun S. Ahmed (Inf. Sci., 2017)

Internet of Things: Current Challenges in the Quality Assurance and Testing Methods. - Miroslav Bures; Tomás Cerný; Bestoun S. Ahmed (ICISA, 2018)

Assessing Combinatorial Design for Analyzing System Performance of a Computer Network. - Bestoun S. Ahmed; Amin S. Mohammad; Hemin T. Essa (CoRR, 2018)

A Hybrid Q-Learning Sine-Cosine-based Strategy for Addressing the Combinatorial Test Suite Minimization Problem. - Kamal Z. Zamli; Fakhrud Din; Bestoun S. Ahmed; Miroslav Bures (CoRR, 2018)

Fuzzy Adaptive Tuning of a Particle Swarm Optimization Algorithm for Variable-Strength Combinatorial Test Suite Generation. - Kamal Z. Zamli; Bestoun S. Ahmed; Thair Mahmoud; Wasif Afzal (CoRR, 2018)

A Comprehensive View on Quality Characteristics of the IoT Solutions. - Miroslav Bures; Xavier J. A. Bellekens; Karel Frajták; Bestoun S. Ahmed (CoRR, 2018)

An elitist-flower pollination-based strategy for constructing sequence and sequence-less t-way test suite. - Abdullah B. Nasser; Kamal Z. Zamli; AbdulRahman A. Al-Sewari; Bestoun S. Ahmed (Int. J. Bio Inspired Comput., 2018)

Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test. - Miroslav Bures; Karel Frajták; Bestoun S. Ahmed (IEEE Trans. Reliab., 2018)

Pattern Matching Based Sensor Identification Layer for an Android Platform. - Hong Min; Taesik Kim; Junyoung Heo; Tomás Cerný; Sriram Sankaran; Bestoun S. Ahmed; Jinman Jung (Wirel. Commun. Mob. Comput., 2018)

Towards an Automated Unified Framework to Run Applications for Combinatorial Interaction Testing. - Bestoun S. Ahmed; Amador Pahim; Cleber R. Rosa Junior; D. Richard Kuhn; Miroslav Bures (EASE, 2019)

Aspects of Quality in Internet of Things (IoT) Solutions: A Systematic Mapping Study. - Bestoun S. Ahmed; Miroslav Bures; Karel Frajták; Tomás Cerný (IEEE Access, 2019)

AMOGA: A Static-Dynamic Model Generation Strategy for Mobile Apps Testing. - Ibrahim Anka Salihu; Rosziati Ibrahim; Bestoun S. Ahmed; Kamal Z. Zamli; Asmau Usman (IEEE Access, 2019)

Testing the consistency of business data objects using extended static testing of CRUD matrices. - Miroslav Bures; Tomás Cerný; Karel Frajták; Bestoun S. Ahmed (Clust. Comput., 2019)

Software Module Clustering based on the Fuzzy Adaptive Teaching Learning based Optimization Algorithm. - Kamal Z. Zamli; Fakhrud Din; Nazirah Ramli; Bestoun S. Ahmed (CoRR, 2019)

Dynamic Solution Probability Acceptance within the Flower Pollination Algorithm for t-way Test Suite Generation. - Abdullah B. Nasser; Kamal Z. Zamli; Bestoun S. Ahmed (CoRR, 2019)

Testing of Smart TV Applications: Key Ingredients, Challenges and Proposed Solutions. - Bestoun S. Ahmed; Miroslav Bures (CoRR, 2019)

A New Approach to Speed up Combinatorial Search Strategies Using Stack and Hash Table. - Bestoun S. Ahmed; Luca Maria Gambardella; Kamal Z. Zamli (CoRR, 2019)

Generating Pairwise Combinatorial Interaction Test Suites Using Single Objective Dragonfly Optimisation Algorithm. - Bestoun S. Ahmed (CoRR, 2019)

Code-aware combinatorial interaction testing. - Bestoun S. Ahmed; Angelo Gargantini; Kamal Z. Zamli; Cemal Yilmaz 001; Miroslav Bures; Marek Szeles (IET Softw., 2019)

Prioritized Process Test: An Alternative to Current Process Testing Strategies. - Miroslav Bures; Bestoun S. Ahmed; Kamal Z. Zamli (Int. J. Softw. Eng. Knowl. Eng., 2019)

Employment of multiple algorithms for optimal path-based test selection strategy. - Miroslav Bures; Bestoun S. Ahmed (Inf. Softw. Technol., 2019)

EvoCreeper: Automated Black-Box Model Generation for Smart TV Applications. - Bestoun S. Ahmed; Miroslav Bures (IEEE Trans. Consumer Electron., 2019)

An Automated Testing Framework For Smart TV apps Based on Model Separation. - Bestoun S. Ahmed; Angelo Gargantini; Miroslav Bures (ICST Workshops, 2020)

Open-source Defect Injection Benchmark Testbed for the Evaluation of Testing. - Miroslav Bures; Pavel Herout; Bestoun S. Ahmed (ICST, 2020)

Avocado: Open-Source Flexible Constrained Interaction Testing for Practical Application. - Jan Richter; Bestoun S. Ahmed; Miroslav Bures; Cleber R. Rosa Junior (ICST Workshops, 2020)

Interoperability and Integration Testing Methods for IoT Systems: A Systematic Mapping Study. - Miroslav Bures; Matej Klima; Vaclav Rechtberger; Xavier J. A. Bellekens; Christos Tachtatzis; Robert C. Atkinson; Bestoun S. Ahmed (SEFM, 2020)

Code Coverage Aware Test Generation Using Constraint Solver. - Krystof Sykora; Bestoun S. Ahmed; Miroslav Bures (SEFM, 2020)

Quality and Reliability Metrics for IoT Systems: A Consolidated View. - Matej Klima; Vaclav Rechtberger; Miroslav Bures; Xavier J. A. Bellekens; Hanan Hindy; Bestoun S. Ahmed (SmartCity360°, 2020)

Alternative Effort-optimal Model-based Strategy for State Machine Testing of IoT Systems. - Vaclav Rechtberger; Miroslav Bures; Bestoun S. Ahmed (WSSE, 2020)

Generation and Application of Constrained Interaction Test Suites Using Base Forbidden Tuples with a Mixed Neighborhood Tabu Search. - Imad H. Hasan; Bestoun S. Ahmed; Moayad Y. Potrus; Kamal Z. Zamli (Int. J. Softw. Eng. Knowl. Eng., 2020)

An evaluation of Monte Carlo-based hyper-heuristic for interaction testing of industrial embedded software applications. - Bestoun S. Ahmed; Eduard Enoiu; Wasif Afzal; Kamal Z. Zamli (Soft Comput., 2020)

Testing the Usability and Accessibility of Smart TV Applications Using an Automated Model-Based Approach. - Miroslav Bures; Miroslav Macik; Bestoun S. Ahmed; Vaclav Rechtberger; Pavel Slavík (IEEE Trans. Consumer Electron., 2020)

PatrIoT: IoT Automated Interoperability and Integration Testing Framework. - Miroslav Bures; Bestoun S. Ahmed; Vaclav Rechtberger; Matej Klima; Michal Trnka; Miroslav Jaros; Xavier J. A. Bellekens; Dani Almog; Pavel Herout (ICST, 2021)

Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting Their Security and Reliability. - Miroslav Bures; Matej Klima; Vaclav Rechtberger; Bestoun S. Ahmed; Hanan Hindy; Xavier J. A. Bellekens (WorldCIST (3), 2021)

Hybrid Henry Gas Solubility Optimization Algorithm with Dynamic Cluster-to-Algorithm Mapping for Search-based Software Engineering Problems. - Kamal Z. Zamli; Md. Abdul Kader; Saiful Azad; Bestoun S. Ahmed (CoRR, 2021)

A systematic review on emperor penguin optimizer. - Md. Abdul Kader; Kamal Z. Zamli; Bestoun S. Ahmed (Neural Comput. Appl., 2021)

Hybrid Henry gas solubility optimization algorithm with dynamic cluster-to-algorithm mapping. - Kamal Z. Zamli; Md. Abdul Kader; Saiful Azad; Bestoun S. Ahmed (Neural Comput. Appl., 2021)

Quality Assurance in MLOps Setting: An Industrial Perspective. - Ayan Chatterjee; Bestoun S. Ahmed; Erik Hallin; Anton Engman (ISE@APSEC, 2022)

Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs. - Vaclav Rechtberger; Miroslav Bures; Bestoun S. Ahmed (ICST Workshops, 2022)

Prioritized Variable-length Test Cases Generation for Finite State Machines. - Vaclav Rechtberger; Miroslav Bures; Bestoun S. Ahmed; Youcef Belkhier; Jiri Nema; Hynek Schvach (ICST Workshops, 2022)

A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. - Firas Bayram; Bestoun S. Ahmed; Erik Hallin; Anton Engman (ASE, 2022)

Testing of machine learning models with limited samples: an industrial vacuum pumping application. - Ayan Chatterjee; Bestoun S. Ahmed; Erik Hallin; Anton Engman (ESEC/SIGSOFT FSE, 2022)

Selected Code-Quality Characteristics and Metrics for Internet of Things Systems. - Matej Klima; Miroslav Bures; Karel Frajták; Vaclav Rechtberger; Michal Trnka; Xavier J. A. Bellekens; Tomás Cerný; Bestoun S. Ahmed (IEEE Access, 2022)

Using Deep Reinforcement Learning for Zero Defect Smart Forging. - Yunpeng Ma; Andreas Kassler; Bestoun S. Ahmed; Pavel Krakhmalev; Andreas Thore; Arash Toyser; Hans Lindback (CoRR, 2022)

Novel Strategy Generating Variable-Length State Machine Test Paths. - Vaclav Rechtberger; Miroslav Bures; Bestoun S. Ahmed; Hynek Schvach (Int. J. Softw. Eng. Knowl. Eng., 2022)

IoT anomaly detection methods and applications: A survey. - Ayan Chatterjee; Bestoun S. Ahmed (Internet Things, 2022)

From concept drift to model degradation: An overview on performance-aware drift detectors. - Firas Bayram; Bestoun S. Ahmed; Andreas Kassler (Knowl. Based Syst., 2022)

Software Module Clustering: An In-Depth Literature Analysis. - Qusay Idrees Sarhan; Bestoun S. Ahmed; Miroslav Bures; Kamal Z. Zamli (IEEE Trans. Software Eng., 2022)

DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. - Firas Bayram; Bestoun S. Ahmed; Erik Hallin; Anton Engman (EASE, 2023)

Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework. - Manal Rahal; Bestoun S. Ahmed; Jorgen Samuelsson (ECBS, 2023)

Automated and Systematic Digital Twins Testing for Industrial Processes. - Yunpeng Ma; Khalil Younis; Bestoun S. Ahmed; Andreas Kassler; Pavel Krakhmalev; Andreas Thore; Hans Lindback (ICSTW, 2023)

DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks. - Firas Bayram; Phil Aupke; Bestoun S. Ahmed; Andreas Kassler; Andreas D. Theocharis; Jonas Forsman (Eng. Appl. Artif. Intell., 2023)

AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications. - Hamza Chahed; Muhammad Usman 012; Ayan Chatterjee; Firas Bayram; Rajat Chaudhary; Anna Brunström; Javid Taheri; Bestoun S. Ahmed; Andreas Kassler (Internet Things, 2023)

Specialized path-based technique to test Internet of Things system functionality under limited network connectivity. - Matej Klima; Miroslav Bures; Bestoun S. Ahmed; Xavier J. A. Bellekens; Robert C. Atkinson; Christos Tachtatzis; Pavel Herout (Internet Things, 2023)

A domain-region based evaluation of ML performance robustness to covariate shift. - Firas Bayram; Bestoun S. Ahmed (Neural Comput. Appl., 2023)

An Adaptive Metaheuristic Framework for Changing Environments. - Bestoun S. Ahmed (CEC, 2024)

Optimizing Service Placement in Edge-to-Cloud AR/VR Systems Using a Multi-Objective Genetic Algorithm. - Mohammadsadeq Garshasbi Herabad; Javid Taheri; Bestoun S. Ahmed; Calin Curescu (CLOSER, 2024)

Optimal Placement of Edge-to-Cloud AR/VR Services with Reconfiguration Cost. - Mohammadsadeq Garshasbi Herabad; Javid Taheri; Bestoun S. Ahmed; Calin Curescu (UCC, 2024)

Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications. - Firas Bayram; Bestoun S. Ahmed; Erik Hallin (J. Syst. Softw., 2024)

Quality Assurance for LLM-RAG Systems: Empirical Insights from Tourism Application Testing. - Bestoun S. Ahmed; Ludwig Otto Baader; Firas Bayram; Siri Jagstedt; Peter Magnusson (ICSTW, 2025)

E-PSOGA: An Enhanced Hybrid Metaheuristic for Optimal Edge-to-Cloud Placement of Services With Multi-Version Components. - Mohammadsadeq Garshasbi Herabad; Javid Taheri; Bestoun S. Ahmed; Calin Curescu (IEEE Access, 2025)

Smart manufacturing: MLOps-enabled event-driven architecture for enhanced control in steel production. - Bestoun S. Ahmed; Tommaso Azzalin; Andreas Kassler; Andreas Thore; Hans Lindback (J. Syst. Softw., 2025)

Enhancing Machine Learning Performance through Intelligent Data Quality Assessment: An Unsupervised Data-centric Framework. - Manal Rahal; Bestoun S. Ahmed; Gergely Szabados; Torgny Fornstedt; Jorgen Samuelsson (CoRR, 2025)

Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach. - Firas Bayram; Bestoun S. Ahmed (ACM Comput. Surv., 2025)

Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems. - Manal Rahal; Bestoun S. Ahmed; Roger Renstrom; Robert Stener; Albrecht Wurtz (Neural Comput. Appl., 2025)