Atakan Aral

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Reinforcement Learning

Resource Allocation

Environmental Monitoring

Virtual Machine

Top Venues

IEEE Internet Things J.

EdgeSys@EuroSys

IEEE Internet Comput.

Publications

Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman, Massimo Villari
Machine Learning Workflows in the Computing Continuum for Environmental Monitoring. ICCS (5) (2024)
Dragi Kimovski, Nishant Saurabh, Matthijs Jansen, Atakan Aral, Auday Al-Dulaimy, André B. Bondi, Antonino Galletta, Alessandro V. Papadopoulos, Alexandru Iosup, Radu Prodan
Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions. IEEE Internet Comput. 28 (3) (2024)
Tobias Meuser, Lauri Lovén, Monowar H. Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28 (4) (2024)
Atakan Aral, Antonio Esposito, Andrey Nagiyev, Siegfried Benkner, Beniamino Di Martino, Mario A. Bochicchio
Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum. AINA (3) (2023)
Sabtain Ahmad, Atakan Aral
Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum. ICMLA (2023)
Sabtain Ahmad, Halit Uyanik, Tolga Ovatman, Mehmet Tahir Sandikkaya, Vincenzo De Maio, Ivona Brandic, Atakan Aral
Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement. IEEE Internet Things J. 10 (24) (2023)
T. Tolga Sari, Sabtain Ahmad, Atakan Aral, Gökhan Seçinti
Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence. GLOBECOM (2023)
Daniel Luger, Atakan Aral, Ivona Brandic
Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence. EdgeSys@EuroSys (2023)
Josip Zilic, Vincenzo De Maio, Atakan Aral, Ivona Brandic
Edge offloading for microservice architectures. EdgeSys@EuroSys (2022)
Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci
Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures. IEEE Internet Things J. 9 (14) (2022)
Klervie Toczé, Norbert Schmitt, Ulf Kargén, Atakan Aral, Ivona Brandic
Edge Workload Trace Gathering and Analysis for Benchmarking. ICFEC (2022)
Sabtain Ahmad, Atakan Aral
FedCD: Personalized Federated Learning via Collaborative Distillation. UCC (2022)
Atakan Aral, Vincenzo De Maio, Ivona Brandic
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks. IEEE Trans. Sustain. Comput. 7 (4) (2022)
Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang
The Many Faces of Edge Intelligence. IEEE Access 10 (2022)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Vincenzo De Maio, Atakan Aral, Ivona Brandic
A Roadmap To Post-Moore Era for Distributed Systems. ApPLIED@PODC (2022)
Atakan Aral, Ivona Brandic
Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR (2021)
Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci
Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures. CoRR (2021)
Atakan Aral, Rafael Brundo Uriarte, Anthony Simonet-Boulogne, Ivona Brandic
Reliability Management for Blockchain-Based Decentralized Multi-Cloud. CCGRID (2020)
Atakan Aral, Melike Erol-Kantarci, Ivona Brandic
Staleness Control for Edge Data Analytics. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Atakan Aral, Melike Erol-Kantarci, Ivona Brandic
Staleness Control for Edge Data Analytics. SIGMETRICS (Abstracts) (2020)
Atakan Aral, Ivona Brandic, Rafael Brundo Uriarte, Rocco De Nicola, Vincenzo Scoca
Addressing Application Latency Requirements through Edge Scheduling. J. Grid Comput. 17 (4) (2019)
Klervie Toczé, Norbert Schmitt, Ivona Brandic, Atakan Aral, Simin Nadjm-Tehrani
Towards Edge Benchmarking: A Methodology for Characterizing Edge Workloads. FAS*W@SASO/ICAC (2019)
Fani Basic, Atakan Aral, Ivona Brandic
Fuzzy Handoff Control in Edge Offloading. ICFC (2019)
Josip Zilic, Atakan Aral, Ivona Brandic
EFPO: Energy Efficient and Failure Predictive Edge Offloading. UCC (2019)
Vincenzo Scoca, Atakan Aral, Ivona Brandic, Rocco De Nicola, Rafael Brundo Uriarte
Scheduling Latency-Sensitive Applications in Edge Computing. CLOSER (2018)
Atakan Aral, Ivona Brandic
Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics. Euro-Par Workshops (2018)
Atakan Aral, Ivona Brandic
Dependency Mining for Service Resilience at the Edge. SEC (2018)
Atakan Aral, Tolga Ovatman
A Decentralized Replica Placement Algorithm for Edge Computing. IEEE Trans. Netw. Serv. Manag. 15 (2) (2018)
Atakan Aral, Ivona Brandic
Quality of Service Channelling for Latency Sensitive Edge Applications. EDGE (2017)
Atakan Aral
Modeling and Optimization of Resource Allocation in Distributed Clouds. IC2E Workshops (2016)
Atakan Aral, Tolga Ovatman
Network-aware embedding of virtual machine clusters onto federated cloud infrastructure. J. Syst. Softw. 120 (2016)
Tolga Ovatman, Atakan Aral, Davut Polat, Ali Osman Ünver
An overview of model checking practices on verification of PLC software. Softw. Syst. Model. 15 (4) (2016)
Atakan Aral, Tolga Ovatman
Subgraph Matching for Resource Allocation in the Federated Cloud Environment. CLOUD (2015)
Atakan Aral, Tolga Ovatman
Improving Resource Utilization in Cloud Environments using Application Placement Heuristics. CLOSER (2014)
Atakan Aral, Tolga Ovatman
Utilization of Method Graphs to Measure Cohesion in Object Oriented Software. COMPSAC Workshops (2013)
Atakan Aral, Zehra Cataltepe
Learning Styles for K-12 Mathematics e-Learning. CSEDU (1) (2012)
Baris Senliol, Atakan Aral, Zehra Cataltepe
Feature selection for collective classification. ISCIS (2009)