Atakan Aral

51 papers B 3C 4Misc 7Journal 17Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Exact Gradient Framework for Training Spiking Neural Networks.
CoRR
Arman Ferdowsi, Atakan Aral
2025 J jnl
Clustered Federated Learning with Hierarchical Knowledge Distillation.
CoRR
Sabtain Ahmad, Meerzhan Kanatbekova, Ivona Brandic, Atakan Aral
2025 — conf
Distributed Neuromorphic Edge Computing: Theory and Applications in Environmental Monitoring.
EDGE
Arman Ferdowsi, Atakan Aral
2025 Misc conf
EdgeSynapse: Towards Leaky-Spike Transmission for Sustainable Edge Sensing.
SEC
Atakan Aral
2025 — conf
Performance Analysis of AI-Driven Security Models in the Cloud-Edge Continuum for Monitoring Critical Infrastructures.
AINA (6)
Maitham Al-rubaye, Atakan Aral
2025 Misc conf
Reactive and Proactive Migration for Edge AI Training on Energy-Harvesting, Intermittently Powered Devices.
UCC
Fabian Hengstberger, Atakan Aral
2025 Misc conf
Secure-by-Design Hardware Architecture for Real-Time IoT with Cycle-Bounded Trust and Redundancy-Aware Sensor Fusion.
UCC
Maitham Al-rubaye, Atakan Aral
2025 Misc conf
Targeted and Fully Automated Updates Over LoRaWAN for Energy-Efficient Edge AI.
UCC
Clément Courageux-Sudan, Paul Townend, Atakan Aral
2024 J jnl
Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions.
IEEE Internet Comput.
Dragi Kimovski, Nishant Saurabh, Matthijs Jansen, Atakan Aral, Auday Al-Dulaimy, André B. Bondi, Antonino Galletta, Alessandro V. Papadopoulos, Alexandru Iosup, Radu Prodan
2024 — conf
Machine Learning Workflows in the Computing Continuum for Environmental Monitoring.
ICCS (5)
Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman, Massimo Villari
2024 J jnl
Revisiting Edge AI: Opportunities and Challenges.
IEEE Internet Comput.
Tobias Meuser, Lauri Lovén, Monowar 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
2024 — conf
Towards Enhanced AI-Driven Security in Monitoring Systems with Low-Cost IoT Devices.
IoT
Maitham Al-rubaye, Atakan Aral
2023 B conf
Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence.
GLOBECOM
T. Tolga Sari, Sabtain Ahmad, Atakan Aral, Gökhan Seçinti
2023 — conf
Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence.
EdgeSys@EuroSys
Daniel Luger, Atakan Aral, Ivona Brandic
2023 — conf
Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum.
AINA (3)
Atakan Aral, Antonio Esposito, Andrey Nagiyev, Siegfried Benkner, Beniamino Di Martino, Mario A. Bochicchio
2023 C conf
Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum.
ICMLA
Sabtain Ahmad, Atakan Aral
2023 — ed.
Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, EdgeSys 2023, Rome, Italy, 8 May 2023
EdgeSys@EuroSys
Atakan Aral
2023 J jnl
Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement.
IEEE Internet Things J.
Sabtain Ahmad, Halit Uyanik, Tolga Ovatman, Mehmet Tahir Sandikkaya, Vincenzo De Maio, Ivona Brandic, Atakan Aral
2022 — conf
A Roadmap To Post-Moore Era for Distributed Systems.
ApPLIED@PODC
Vincenzo De Maio, Atakan Aral, Ivona Brandic
2022 J jnl
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks.
IEEE Trans. Sustain. Comput.
Atakan Aral, Vincenzo De Maio, Ivona Brandic
2022 C conf
Edge Workload Trace Gathering and Analysis for Benchmarking.
ICFEC
Klervie Toczé, Norbert Schmitt, Ulf Kargén, Atakan Aral, Ivona Brandic
2022 — conf
Edge offloading for microservice architectures.
EdgeSys@EuroSys
Josip Zilic, Vincenzo De Maio, Atakan Aral, Ivona Brandic
2022 Misc conf
FedCD: Personalized Federated Learning via Collaborative Distillation.
UCC
Sabtain Ahmad, Atakan Aral
2022 J jnl
Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures.
IEEE Internet Things J.
Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci
2022 J jnl
Roadmap for edge AI: a Dagstuhl perspective.
Comput. Commun. Rev.
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
2022 J jnl
The Many Faces of Edge Intelligence.
IEEE Access
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
2021 J jnl
Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services.
IEEE Trans. Parallel Distributed Syst.
Atakan Aral, Ivona Brandic
2021 J jnl
Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures.
CoRR
Hao Zhou, Atakan Aral, Ivona Brandic, Melike Erol-Kantarci
2021 J jnl
Roadmap for Edge AI: A Dagstuhl Perspective.
CoRR
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
2020 B conf
Reliability Management for Blockchain-Based Decentralized Multi-Cloud.
CCGRID
Atakan Aral, Rafael Brundo Uriarte, Anthony Simonet-Boulogne, Ivona Brandic
2020 — conf
Staleness Control for Edge Data Analytics.
SIGMETRICS (Abstracts)
Atakan Aral, Melike Erol-Kantarci, Ivona Brandic
2020 J jnl
Staleness Control for Edge Data Analytics.
Proc. ACM Meas. Anal. Comput. Syst.
Atakan Aral, Melike Erol-Kantarci, Ivona Brandic
2019 J jnl
Addressing Application Latency Requirements through Edge Scheduling.
J. Grid Comput.
Atakan Aral, Ivona Brandic, Rafael Brundo Uriarte, Rocco De Nicola, Vincenzo Scoca
2019 Misc conf
EFPO: Energy Efficient and Failure Predictive Edge Offloading.
UCC
Josip Zilic, Atakan Aral, Ivona Brandic
2019 — conf
Fuzzy Handoff Control in Edge Offloading.
ICFC
Fani Basic, Atakan Aral, Ivona Brandic
2019 — conf
Towards Edge Benchmarking: A Methodology for Characterizing Edge Workloads.
FAS*W@SASO/ICAC
Klervie Toczé, Norbert Schmitt, Ivona Brandic, Atakan Aral, Simin Nadjm-Tehrani
2018 J jnl
A Decentralized Replica Placement Algorithm for Edge Computing.
IEEE Trans. Netw. Serv. Manag.
Atakan Aral, Tolga Ovatman
2018 — conf
Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics.
Euro-Par Workshops
Atakan Aral, Ivona Brandic
2018 Misc conf
Dependency Mining for Service Resilience at the Edge.
SEC
Atakan Aral, Ivona Brandic
2018 C conf
Scheduling Latency-Sensitive Applications in Edge Computing.
CLOSER
Vincenzo Scoca, Atakan Aral, Ivona Brandic, Rocco De Nicola, Rafael Brundo Uriarte
2017 — conf
Quality of Service Channelling for Latency Sensitive Edge Applications.
EDGE
Atakan Aral, Ivona Brandic
2016 J jnl
An overview of model checking practices on verification of PLC software.
Softw. Syst. Model.
Tolga Ovatman, Atakan Aral, Davut Polat, Ali Osman Ünver
2016 — conf
Modeling and Optimization of Resource Allocation in Distributed Clouds.
IC2E Workshops
Atakan Aral
2016 J jnl
Network-aware embedding of virtual machine clusters onto federated cloud infrastructure.
J. Syst. Softw.
Atakan Aral, Tolga Ovatman
2016 — —
Resource mapping optimization for distributed cloud services (Dağıtık bulut hizmetleri için kaynak eşlemenin iyileştirilmesi)
Atakan Aral
2015 B conf
Subgraph Matching for Resource Allocation in the Federated Cloud Environment.
CLOUD
Atakan Aral, Tolga Ovatman
2014 C conf
Improving Resource Utilization in Cloud Environments using Application Placement Heuristics.
CLOSER
Atakan Aral, Tolga Ovatman
2013 — conf
Utilization of Method Graphs to Measure Cohesion in Object Oriented Software.
COMPSAC Workshops
Atakan Aral, Tolga Ovatman
2012 — conf
Learning Styles for K-12 Mathematics e-Learning.
CSEDU (1)
Atakan Aral, Zehra Cataltepe
2012 — ch.
Mobile Multi-domain Search over Structured Web Data.
SeCO Book
Atakan Aral, Ilker Zafer Akin, Marco Brambilla
2009 — conf
Feature selection for collective classification.
ISCIS
Baris Senliol, Atakan Aral, Zehra Cataltepe