Reinforcement Learning-Enabled Cross-Layer Optimization for Low-Power and Lossy Networks under Heterogeneous Traffic Patterns

by Arslan Musaddiq, Zulqar Nain, Yazdan Ahmad Qadri, Rashid Ali, Sung Won Kim
Published 2020-07-01

A Network Adaptive Fault-Tolerant Routing Algorithm for Demanding Latency and Throughput Applications of Network-on-a-Chip Designs

by Zulqar Nain, Rashid Ali, Sheraz Anjum, Muhammad Khalil Afzal, Sung Won Kim
Published 2020-07-01

RIATA: A Reinforcement Learning-Based Intelligent Routing Update Scheme for Future Generation IoT Networks

by Zulqar Nain, Arslan Musaddiq, Yazdan Ahmad Qadri, Ali Nauman, Muhammad Khalil Afzal, Sung Won Kim
Published 2021-01-01

Performance Evaluation of Application Mapping Approaches for Network-on-Chip Designs

by Waqar Amin, Fawad Hussain, Sheraz Anjum, Sarzamin Khan, Naveed Khan Baloch, Zulqar Nain, Sung Won Kim
Published 2020-01-01