Kazim Ergun

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Computing Systems

Highly Discriminative

Probabilistic Classifiers

High Classification Accuracy

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Trans. Netw. Serv. Manag.

Publications

Xiaofan Yu, Kazim Ergun, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing
Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10 (5) (2023)
Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing
Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification. ICASSP (2023)
Kazim Ergun, Rishikanth Chandrasekaran, Tajana Rosing
Federated Hyperdimensional Computing. CoRR (2023)
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohen Imani, Baris Aksanli, Tajana Simunic
HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing
FHDnn: communication efficient and robust federated learning for AIoT networks. DAC (2022)
Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing
ns3-fl: Simulating Federated Learning with ns-3. WNS3 (2022)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132 (2022)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC (2021)
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE (2021)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO (2021)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
RelIoT: Reliability Simulator for IoT Networks. ICIOT (2020)
Xiaofan Yu, Kazim Ergun, Ludmila Cherkasova, Tajana Simunic Rosing
Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) (2020)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Dynamic Optimization of Battery Health in IoT Networks. ICCD (2019)
Mertalp Ocal, Kazim Ergun, Gozde Bozdagi Akar
Comparative analysis of hyperspectral feature extraction methods in vegetation classification. SIU (2017)