Short Bio

I am a research associate at DIMA / TU Berlin, and currently working on the project NebulaStream. I am also a member of the graduate school of the BIFOLD (Berlin Institute for the Foundations of Learning and Data).

My research interests include Energy Efficiency, Benchmarking, and Performance Evaluation of the Distributed Streaming Processing Systems.

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Publications 📜

(in reverse chronological order)

• GPGPU Application for Signal Processing – An Implementation for DDC Algorithm

  • U. Bilgin, M. Sever, and T. Tekdogan • 2022 • Turkish National Software Engineering Symposium (UYMS) • December 2022 • Published in the conference proceedings.

• Analyzing the Traffic of MANETs using Graph Neural Networks

  • T. Tekdogan • 2022 • International Conference on Machine Learning & Applied Network Technologies (ICMLANT) • December 2022 • Published in the IEEE Conference Proceedings • IEEE Xplore link • arXiv preprint

• ⭐ gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs

  • T. Tekdogan, S. Goktas, and A. Yilmazer-Metin • 2022 • IEEE International Symposium on Workload Characterization (IISWC) • November 2022 • Published in the IEEE Conference Proceedings • IEEE Xplore link • arXiv preprint

• ⭐ Benchmarking Apache Spark and Hadoop MapReduce on Big Data Classification

  • T. Tekdogan and A. Cakmak • 2021 • 5th International Conference on Cloud and Big Data Computing (ICCBDC) • August 2021 • Published in the ACM International Conference Proceedings Series (ICPS) 2021 • Pages 15–20 • arXiv preprint

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Education 🎓

• PhD • Technische Universität Berlin

  • Computer Science • 2023 - Now

• Master’s Degree • Istanbul Technical University

  • Computer Engineering • 2020 - 2023

• Bachelor’s Degree • Ankara University

  • Computer Engineering • 2015 - 2019

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Experience 💼

• Research Associate • TU Berlin

  • Dec 2023 - Now

• Software Design Engineer • ASELSAN Inc.

  • Feb 2019 - Dec 2023 (4 years)

• Intern • ASELSAN Inc.

  • Jul - Aug 2018 (2 months)

• Intern • UDEA Electronics

  • Aug - Sep 2017 (2 months)

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Awards 🏆

• Best Presentation Award

  • My presentation of the paper ‘Benchmarking Apache Spark and Hadoop MapReduce on Big Data Classification’ was awarded as the best presentation of the 2021 5th International Conference on Cloud and Big Data Computing, held at University of Liverpool, Liverpool, United Kingdom (virtual event) during August 13-15, 2021. Link to the conference page

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Presentations 🎥

• IISWC’22 Presentation

  

• ICCBDC’21 Presentation