Feature selection for collective classification. - Baris Senliol; Atakan Aral; Zehra Cataltepe (ISCIS, 2009)

Learning Styles for K-12 Mathematics e-Learning. - Atakan Aral; Zehra Cataltepe (CSEDU (1), 2012)

Mobile Multi-domain Search over Structured Web Data. - Atakan Aral; Ilker Zafer Akin; Marco Brambilla 001 (SeCO Book, 2012)

Utilization of Method Graphs to Measure Cohesion in Object Oriented Software. - Atakan Aral; Tolga Ovatman (COMPSAC Workshops, 2013)

Improving Resource Utilization in Cloud Environments using Application Placement Heuristics. - Atakan Aral; Tolga Ovatman (CLOSER, 2014)

Subgraph Matching for Resource Allocation in the Federated Cloud Environment. - Atakan Aral; Tolga Ovatman (CLOUD, 2015)

Modeling and Optimization of Resource Allocation in Distributed Clouds. - Atakan Aral (IC2E Workshops, 2016)

Network-aware embedding of virtual machine clusters onto federated cloud infrastructure. - Atakan Aral; Tolga Ovatman (J. Syst. Softw., 2016)

An overview of model checking practices on verification of PLC software. - Tolga Ovatman; Atakan Aral; Davut Polat; Ali Osman Ünver (Softw. Syst. Model., 2016)

Resource mapping optimization for distributed cloud services (Dağıtık bulut hizmetleri için kaynak eşlemenin iyileştirilmesi) - Atakan Aral (2016)

Quality of Service Channelling for Latency Sensitive Edge Applications. - Atakan Aral; Ivona Brandic (EDGE, 2017)

Scheduling Latency-Sensitive Applications in Edge Computing. - Vincenzo Scoca; Atakan Aral; Ivona Brandic; Rocco De Nicola; Rafael Brundo Uriarte (CLOSER, 2018)

Dependency Mining for Service Resilience at the Edge. - Atakan Aral; Ivona Brandic (SEC, 2018)

Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics. - Atakan Aral; Ivona Brandic (Euro-Par Workshops, 2018)

A Decentralized Replica Placement Algorithm for Edge Computing. - Atakan Aral; Tolga Ovatman (IEEE Trans. Netw. Serv. Manag., 2018)

Fuzzy Handoff Control in Edge Offloading. - Fani Basic; Atakan Aral; Ivona Brandic (ICFC, 2019)

Towards Edge Benchmarking: A Methodology for Characterizing Edge Workloads. - Klervie Toczé; Norbert Schmitt; Ivona Brandic; Atakan Aral; Simin Nadjm-Tehrani (FAS*W@SASO/ICAC, 2019)

EFPO: Energy Efficient and Failure Predictive Edge Offloading. - Josip Zilic; Atakan Aral; Ivona Brandic (UCC, 2019)

Addressing Application Latency Requirements through Edge Scheduling. - Atakan Aral; Ivona Brandic; Rafael Brundo Uriarte; Rocco De Nicola; Vincenzo Scoca (J. Grid Comput., 2019)

Reliability Management for Blockchain-Based Decentralized Multi-Cloud. - Atakan Aral; Rafael Brundo Uriarte; Anthony Simonet-Boulogne; Ivona Brandic (CCGRID, 2020)

Staleness Control for Edge Data Analytics. - Atakan Aral; Melike Erol-Kantarci; Ivona Brandic (Proc. ACM Meas. Anal. Comput. Syst., 2020)

Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures. - Hao Zhou 013; Atakan Aral; Ivona Brandic; Melike Erol-Kantarci (CoRR, 2021)

Roadmap for Edge AI: A Dagstuhl Perspective. - Aaron Yi Ding; Ella Peltonen; Tobias Meuser; Atakan Aral; Christian Becker 001; Schahram Dustdar; Thomas Hiessl; Dieter Kranzlmüller; Madhusanka Liyanage; Setareh Magshudi; Nitinder Mohan; Jörg Ott; et al. (CoRR, 2021)

Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services. - Atakan Aral; Ivona Brandic (IEEE Trans. Parallel Distributed Syst., 2021)

Edge offloading for microservice architectures. - Josip Zilic; Vincenzo De Maio; Atakan Aral; Ivona Brandic (EdgeSys@EuroSys, 2022)

Edge Workload Trace Gathering and Analysis for Benchmarking. - Klervie Toczé; Norbert Schmitt; Ulf Kargén; Atakan Aral; Ivona Brandic (ICFEC, 2022)

A Roadmap To Post-Moore Era for Distributed Systems. - Vincenzo De Maio; Atakan Aral; Ivona Brandic (ApPLIED@PODC, 2022)

FedCD: Personalized Federated Learning via Collaborative Distillation. - Sabtain Ahmad; Atakan Aral (UCC, 2022)

The Many Faces of Edge Intelligence. - Ella Peltonen; Ijaz Ahmad 001; Atakan Aral; Michele Capobianco; Aaron Yi Ding; Felipe J. Gil-Castiñeira; Ekaterina Gilman; Erkki Harjula; Marko Jurmu; Teemu Karvonen; Markus Kelanti; Teemu Leppänen; et al. (IEEE Access, 2022)

Roadmap for edge AI: a Dagstuhl perspective. - Aaron Yi Ding; Ella Peltonen; Tobias Meuser; Atakan Aral; Christian Becker 001; Schahram Dustdar; Thomas Hiessl; Dieter Kranzlmüller; Madhusanka Liyanage; Setareh Maghsudi; Nitinder Mohan; Jörg Ott; et al. (Comput. Commun. Rev., 2022)

Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures. - Hao Zhou 013; Atakan Aral; Ivona Brandic; Melike Erol-Kantarci (IEEE Internet Things J., 2022)

ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks. - Atakan Aral; Vincenzo De Maio; Ivona Brandic (IEEE Trans. Sustain. Comput., 2022)

Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum. - Atakan Aral; Antonio Esposito 001; Andrey Nagiyev; Siegfried Benkner; Beniamino Di Martino; Mario A. Bochicchio (AINA (3), 2023)

Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence. - Daniel Luger; Atakan Aral; Ivona Brandic (EdgeSys@EuroSys, 2023)

Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence. - T. Tolga Sari; Sabtain Ahmad; Atakan Aral; Gökhan Seçinti (GLOBECOM, 2023)

Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum. - Sabtain Ahmad; Atakan Aral (ICMLA, 2023)

Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement. - Sabtain Ahmad; Halit Uyanik; Tolga Ovatman; Mehmet Tahir Sandikkaya; Vincenzo De Maio; Ivona Brandic; Atakan Aral (IEEE Internet Things J., 2023)

Machine Learning Workflows in the Computing Continuum for Environmental Monitoring. - Alessio Catalfamo; Atakan Aral; Ivona Brandic; Ewa Deelman; Massimo Villari (ICCS (5), 2024)

Towards Enhanced AI-Driven Security in Monitoring Systems with Low-Cost IoT Devices. - Maitham Al-rubaye; Atakan Aral (IoT, 2024)

Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions. - Dragi Kimovski; Nishant Saurabh; Matthijs Jansen; Atakan Aral; Auday Al-Dulaimy; André B. Bondi; Antonino Galletta; Alessandro V. Papadopoulos; Alexandru Iosup; Radu Prodan (IEEE Internet Comput., 2024)

Revisiting Edge AI: Opportunities and Challenges. - Tobias Meuser; Lauri Lovén; Monowar H. Bhuyan; Shishir G. Patil; Schahram Dustdar; Atakan Aral; Suzan Bayhan; Christian Becker 001; Eyal de Lara; Aaron Yi Ding; Janick Edinger; James Gross; et al. (IEEE Internet Comput., 2024)

Performance Analysis of AI-Driven Security Models in the Cloud-Edge Continuum for Monitoring Critical Infrastructures. - Maitham Al-rubaye; Atakan Aral (AINA (6), 2025)

An Exact Gradient Framework for Training Spiking Neural Networks. - Arman Ferdowsi; Atakan Aral (CoRR, 2025)