Turgay Pamuklu

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 25

Top Topics

Reinforcement Learning

Resource Allocation

Top Venues

IEEE Trans. Green Commun. Netw.

IEEE Netw. Lett.

Publications

Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Heterogeneous GNN-RL-Based Task Offloading for UAV-Aided Smart Agriculture. IEEE Netw. Lett. 5 (4) (2023)
Turgay Pamuklu, Anne Catherine Nguyen, Aisha Syed, William Sean Kennedy, Melike Erol-Kantarci
IoT-Aerial Base Station Task Offloading With Risk-Sensitive Reinforcement Learning for Smart Agriculture. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
Nien Fang Cheng, Turgay Pamuklu, Melike Erol-Kantarci
Reinforcement Learning Based Resource Allocation for Network Slices in O-RAN Midhaul. CCNC (2023)
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs. CoRR (2023)
Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Heterogeneous GNN-RL Based Task Offloading for UAV-aided Smart Agriculture. CoRR (2023)
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs. ICC (2023)
Turgay Pamuklu, Anne Catherine Nguyen, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
IoT-Aerial Base Station Task Offloading with Risk-Sensitive Reinforcement Learning for Smart Agriculture. CoRR (2022)
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks. FNWF (2022)
Nien Fang Cheng, Turgay Pamuklu, Melike Erol-Kantarci
Reinforcement Learning Based Resource Allocation for Network Slices in O-RAN Midhaul. CoRR (2022)
Mahdi Sharara, Turgay Pamuklu, Sahar Hoteit, Véronique Vèque, Melike Erol-Kantarci
Policy-Gradient-Based Reinforcement Learning for Computing Resources Allocation in O-RAN. CloudNet (2022)
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Reinforcement Learning-Based Deadline and Battery-Aware Offloading in Smart Farm IoT-UAV Networks. ICC (2022)
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks. CoRR (2022)
Roghayeh Joda, Turgay Pamuklu, Pedro Enrique Iturria Rivera, Melike Erol-Kantarci
Deep Reinforcement Learning-Based Joint User Association and CU-DU Placement in O-RAN. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Reinforcement Learning-Based Deadline and Battery-Aware Offloading in Smart Farm IoT-UAV Networks. CoRR (2022)
Shahram Mollahasani, Turgay Pamuklu, Rodney Wilson, Melike Erol-Kantarci
Energy-Aware Dynamic DU Selection and NF Relocation in O-RAN Using Actor-Critic Learning. Sensors 22 (13) (2022)
Turgay Pamuklu, Melike Erol-Kantarci, Cem Ersoy
Reinforcement Learning Based Dynamic Function Splitting in Disaggregated Green Open RANs. ICC (2021)
Turgay Pamuklu, Shahram Mollahasani, Melike Erol-Kantarci
Energy-Efficient and Delay-Guaranteed Joint Resource Allocation and DU Selection in O-RAN. 5GWF (2021)
Turgay Pamuklu, Shahram Mollahasani, Melike Erol-Kantarci
Energy-Efficient and Delay-Guaranteed Joint Resource Allocation and DU Selection in O-RAN. CoRR (2021)
Turgay Pamuklu, Cem Ersoy
GROVE: A Cost-Efficient Green Radio Over Ethernet Architecture for Next Generation Radio Access Networks. IEEE Trans. Green Commun. Netw. 5 (1) (2021)
Turgay Pamuklu, Cem Ersoy
Reducing the total cost of ownership in radio access networks by using renewable energy resources. CoRR (2020)
Turgay Pamuklu, Cem Ersoy
GROVE: A Cost-Efficient Green Radio over Ethernet Architecture for Next Generation Radio Access Network. CoRR (2020)
Turgay Pamuklu, Melike Erol-Kantarci, Cem Ersoy
Reinforcement Learning Based Dynamic Function Splitting in Disaggregated Green Open RANs. CoRR (2020)
Turgay Pamuklu, Cicek Cavdar, Cem Ersoy
Renewable Energy Assisted Function Splitting in Cloud Radio Access Networks. Mob. Networks Appl. 25 (5) (2020)
Turgay Pamuklu, Cicek Cavdar, Cem Ersoy
Renewable Energy Assisted Function Splitting in Cloud Radio Access Networks. CoRR (2020)
Turgay Pamuklu, Cem Ersoy
Reducing the total cost of ownership in radio access networks by using renewable energy resources. Wirel. Networks 26 (3) (2020)
Turgay Pamuklu, Cem Ersoy
Optimization of Renewable Green Base Station Deployment. GreenCom/iThings/CPScom (2013)