Atakan Aral

According to our database, Atakan Aral authored at least 37 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum.

Sabtain Ahmad, Atakan Aral

Proceedings of the International Conference on Machine Learning and Applications, 2023

Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence.

T. Tolga Sari, Sabtain Ahmad, Atakan Aral, Gökhan Seçinti

Proceedings of the IEEE Global Communications Conference, 2023

Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence.

Daniel Luger, Atakan Aral, Ivona Brandic

Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, 2023

Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum.

Atakan Aral, Antonio Esposito, Andrey Nagiyev, Siegfried Benkner, Beniamino Di Martino, Mario A. Bochicchio

Proceedings of the Advanced Information Networking and Applications, 2023

2022

ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks.

Atakan Aral, Vincenzo De Maio, Ivona Brandic

IEEE Trans. Sustain. Comput., 2022

Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures.

Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci

IEEE Internet Things J., 2022

Roadmap for edge AI: a Dagstuhl perspective.

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

Comput. Commun. Rev., 2022

The Many Faces of Edge Intelligence.

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

IEEE Access, 2022

FedCD: Personalized Federated Learning via Collaborative Distillation.

Sabtain Ahmad, Atakan Aral

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

A Roadmap To Post-Moore Era for Distributed Systems.

Vincenzo De Maio, Atakan Aral, Ivona Brandic

Proceedings of the ApPLIED '22: Proceedings of the 2022 Workshop on Advanced tools, 2022

Edge Workload Trace Gathering and Analysis for Benchmarking.

Klervie Toczé, Norbert Schmitt, Ulf Kargén, Atakan Aral, Ivona Brandic

Proceedings of the 6th IEEE International Conference on Fog and Edge Computing, 2022

Edge offloading for microservice architectures.

Josip Zilic, Vincenzo De Maio, Atakan Aral, Ivona Brandic

Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

2021

Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services.

Atakan Aral, Ivona Brandic

IEEE Trans. Parallel Distributed Syst., 2021

Roadmap for Edge AI: A Dagstuhl Perspective.

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

CoRR, 2021

Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures.

Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci

CoRR, 2021

2020

Staleness Control for Edge Data Analytics.

Atakan Aral, Melike Erol-Kantarci, Ivona Brandic

Proc. ACM Meas. Anal. Comput. Syst., 2020

Reliability Management for Blockchain-Based Decentralized Multi-Cloud.

Atakan Aral, Rafael Brundo Uriarte, Anthony Simonet-Boulogne, Ivona Brandic

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

Addressing Application Latency Requirements through Edge Scheduling.

Atakan Aral, Ivona Brandic, Rafael Brundo Uriarte, Rocco De Nicola, Vincenzo Scoca

J. Grid Comput., 2019

EFPO: Energy Efficient and Failure Predictive Edge Offloading.

Josip Zilic, Atakan Aral, Ivona Brandic

Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Towards Edge Benchmarking: A Methodology for Characterizing Edge Workloads.

Klervie Toczé, Norbert Schmitt, Ivona Brandic, Atakan Aral, Simin Nadjm-Tehrani

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Fuzzy Handoff Control in Edge Offloading.

Fani Basic, Atakan Aral, Ivona Brandic

Proceedings of the IEEE International Conference on Fog Computing, 2019

2018

A Decentralized Replica Placement Algorithm for Edge Computing.

Atakan Aral, Tolga Ovatman

IEEE Trans. Netw. Serv. Manag., 2018

Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics.

Atakan Aral, Ivona Brandic

Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

Dependency Mining for Service Resilience at the Edge.

Atakan Aral, Ivona Brandic

Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

Scheduling Latency-Sensitive Applications in Edge Computing.

Vincenzo Scoca, Atakan Aral, Ivona Brandic, Rocco De Nicola, Rafael Brundo Uriarte

Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018

2017

Quality of Service Channelling for Latency Sensitive Edge Applications.

Atakan Aral, Ivona Brandic

Proceedings of the IEEE International Conference on Edge Computing, 2017

2016

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

Atakan Aral

PhD thesis, 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

Network-aware embedding of virtual machine clusters onto federated cloud infrastructure.

Atakan Aral, Tolga Ovatman

J. Syst. Softw., 2016

Modeling and Optimization of Resource Allocation in Distributed Clouds.

Atakan Aral

Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

2015

Subgraph Matching for Resource Allocation in the Federated Cloud Environment.

Atakan Aral, Tolga Ovatman

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Improving Resource Utilization in Cloud Environments using Application Placement Heuristics.

Atakan Aral, Tolga Ovatman

Proceedings of the CLOSER 2014, 2014

2013

Utilization of Method Graphs to Measure Cohesion in Object Oriented Software.

Atakan Aral, Tolga Ovatman

Proceedings of the IEEE 37th Annual Computer Software and Applications Conference, 2013

2012

Mobile Multi-domain Search over Structured Web Data.

Atakan Aral, Ilker Zafer Akin, Marco Brambilla

Proceedings of the Search Computing - Broadening Web Search, 2012

Learning Styles for K-12 Mathematics e-Learning.

Atakan Aral, Zehra Cataltepe

Proceedings of the CSEDU 2012, 2012

2009

Feature selection for collective classification.

Baris Senliol, Atakan Aral, Zehra Cataltepe

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009